Source: http://www.dtc.umn.edu/s/publications.php?type=journal
Timestamp: 2019-04-20 16:15:37+00:00

Document:
J. Chen, G. Wang, and G. B. Giannakis, "Graph Multiview Canonical Correlation Analysis," IEEE Transactions on Signal Processing, vol. 67, no. 10, to appear June 2019.
G. Wang, H. Zhu, G. B. Giannakis, and J. Sun, "Robust Power System State Estimation from Rank-One Measurements," IEEE Transactions on Control of Network Systems, to appear June 2019.
F. Gao, C. Wang, G. B. Giannakis, C. Myers, G. D'Urso, and X. Cai, "Efficient Proximal Gradient Algorithm for Inference of Differential Gene Networks," BMC Bioinformatics, June 2019.
G. Wang, G. B. Giannakis, and J. Chen, "Robust and Scalable Power System State Estimation using Composite Optimization," IEEE Transactions on Smart Grid, June 2019.
G. Wang, G. B. Giannakis, J. Chen, and J. Sun, "Distribution System State Estimation: An Overview of Recent Developments ," Frontiers of Information Technology and Electronic Engineering, to appear 2019.
X. Chen, W. Ni, T. Chen, I. B. Collins, X. Wang, R.-P. Liu, and G. B. Giannakis, "Multi-Timescale Online Optimization of Network Function Virtualization for Service Chaining," IEEE Transactions on Mobile Computing, to appear 2019.
G. Wang, G. B. Giannakis, and J. Chen, "Training Single-Hidden-Layer ReLU Networks to Global Optimality on Linearly Separable Data," IEEE Transactions on Signal Processing, vol. 67, no. 9, pp. 2357-2370, May 2019.
Y. Shen, G. Leus, and G. B. Giannakis, "Online Graph-Adaptive Learning with Scalability and Privacy," IEEE Transactions on Signal Processing, vol. 67, no. 9, pp. 2471-2483, May 2019.
V. N. Ioannidis, Y. Shen, and G. B. Giannakis, "Semi-Blind Inference of Topologies and Dynamical Processes over Graphs," IEEE Transactions on Signal Processing, vol. 67, no. 9, pp. 2263-2274, May 2019.
T. Chen, S. Barbarossa, X. Wang, G. B. Giannakis, and Z.-L. Zhang, "Learning and Management for Internet-of-Things: Accounting for Adaptivity and Scalability," Proceedings of the IEEE, vol. 107, no. 4, pp. 778-796, April 2019.
D. Lee, D. K. Berberidis, and G. B. Giannakis, "Adaptive Bayesian Radio Tomography," IEEE Transactions on Signal Processing, vol. 67, no. 8, pp. 1964-1977, April 2019.
D. K. Berberidis, A. Nikolakopoulos, and G. B. Giannakis, "Adaptive Diffusions for Scalable Learning over Graphs," IEEE Transactions on Signal Processing, vol. 67, no. 5, pp. 1307-1321, March 2019.
B. Li, T. Chen, X. Wang, and G. B. Giannakis, "Real-time Optimal Energy Management with Reduced Battery Capacity Requirements," IEEE Transactions on Smart Grid, vol. 10, no. 2, pp. 1928-1938, March 2019.
J. Chen, G. Wang, and G. B. Giannakis, "Nonlinear Dimensionality Reduction for Discriminative Analytics of Multiple Datasets," IEEE Transactions on Signal Processing, vol. 67, no. 3, pp. 740-752, February 2019.
Y. Shen, T. Chen, and G. B. Giannakis, "Random Feature-based Online Multi-kernel Learning in Environments with Unknown Dynamics," Journal of Machine Learning Research, vol. 20, no. 22, pp. 1-36, February 2019.
T. Chen and G. B. Giannakis, "Bandit Convex Optimization for Scalable and Dynamic IoT Management," IEEE Internet of Things Journal, vol. 6, no. 1, pp. 1276-1286, February 2019.
M. Ma, A. Nikolakopoulos, and G. B. Giannakis, "Hybrid ADMM: A Unifying and Fast Approach to Decentralized Optimization," Journal on Advances in Signal Processing, EURASIP, December 2018.
T. Chen, Q. Ling, Y. Shen, and G. B. Giannakis, "Heterogeneous Online Learning for ``Thing-Adaptive'' Low-Latency Fog Computing in IoT," IEEE Internet of Things Journal, vol. 5, no. 6, pp. 4328-4341, December 2018.
P. You, S. H. Low, L. Zhang, R. Deng, G. B. Giannakis, Y. Sun, and Z. Yang, "Scheduling of EV Battery Swapping, Part II: Distributed Solutions," IEEE Transactions on Control of Network Systems, vol. 5, no. 4, pp. 1920-1930, December 2018.
T. Chen, Q. Ling, and G. B. Giannakis, "Learn-and-Adapt Stochastic Dual Gradients for Network Resource Allocation," IEEE Transactions on Control of Network Systems, vol. 5, no. 4, pp. 1941-1951, December 2018.
X. Lyu, W. Ni, H. Tian, R.-P. Liu, X. Wang, G. B. Giannakis, and A. Paulraj, "Distributed Online Optimization of Fog Computing for Selfish Devices with Out-of-Date Information," IEEE Transactions on Wireless Communications, vol. 17, no. 11, pp. 7704-7717, November 2018.
F. Sheikholeslami and G. B. Giannakis, "Identification of Overlapping Communities via Constrained Egonet Tensor Decomposition," IEEE Transactions on Signal Processing, vol. 66, no. 21, pp. 5730-5745, November 2018.
L. Zhang, G. Wang, G. B. Giannakis, and J. Chen, "Compressive Phase Retrieval via Reweighted Amplitude Flow," IEEE Transactions on Signal Processing, vol. 66, no. 19, pp. 5029-5040, October 2018.
D. K. Berberidis and G. B. Giannakis, "Data-adaptive Active Sampling for Efficient Graph-Cognizant Classification," IEEE Transactions on Signal Processing, vol. 66, no. 19, pp. 5167-5179, October 2018.
P. A. Traganitis, A. Pages-Zamore, and G. B. Giannakis, "Blind Multi-Class Ensemble Learning with Unequally Reliable Classifiers," IEEE Transactions on Signal Processing, vol. 66, no. 18, pp. 4737-4752, September 2018.
L. M. Lopez-Ramos, V. Kekatos, A. G. MarquÃ©s, and G. B. Giannakis, "Two-Timescale Stochastic Dispatch of Power Distribution Networks," IEEE Transactions on Smart Grid, vol. 5, pp. 4282-4292, Septermber 2018.
J. Chen, G. Wang, Y. Shen, and G. B. Giannakis, "Canonical Correlation Analysis of Datasets with a Common Source Graph," IEEE Transactions on Signal Processing, vol. 66, no. 16, pp. 4398-4408, August 2018.
V. N. Ioannidis, D. Romero, and G. B. Giannakis, "Inference of Spatio-Temporal Functions over Graphs via Multi-Kernel Kriged Kalman Filtering," IEEE Transactions on Signal Processing, vol. 66, no. 12, pp. 3228-3239, June 2018.
G. Wang, G. B. Giannakis, Y. Saad, and J. Chen, "Phase Retrieval via Reweighted Amplitude Flow," IEEE Transactions on Signal Processing, vol. 66, no. 11, pp. 2818-2833, June 2018.
G. B. Giannakis, Y. Shen, and G. V. Karanikolas, "Topology Identification and Learning over Graphs: Accounting for Nonlinearities and Dynamics," Proceedings of the IEEE, vol. 106, no. 5, pp. 787-807, May 2018.
X. Wang, X. Chen, T. Chen, L. Huang, and G. B. Giannakis, "Two-Scale Stochastic Control for Multipoint Communication Systems with Renewables," IEEE Transactions on Smart Grid, vol. 9, no. 3, pp. 1822-1834, May 2018.
P. A. Traganitis and G. B. Giannakis, "Sketched Subspace Clustering," IEEE Transactions on Signal Processing, vol. 66, no. 7, pp. 1663-1675, April 2018.
D. Romero, D. Lee, and G. B. Giannakis, "Blind Radio Tomography," IEEE Transactions on Signal Processing, vol. 66, no. 08, pp. 2055-2069, April 2018.
F. Sheikholeslami, D. K. Berberidis, and G. B. Giannakis, "Large-scale Kernel-based Feature Extraction via Budgeted Nonlinear Subspace Tracking," IEEE Transactions on Signal Processing, vol. 66, no. 8, pp. 1967-1981, April 2018.
G. Wang, A. S. Zamzam, G. B. Giannakis, and N. D. Sidiropoulos, "Power System State Estimation via Feasible Point Pursuit: Algorithms and Cramer-Rao Bound," IEEE Transactions on Signal Processing, vol. 66, no. 6, pp. 1649-1658, March 2018.
Z. Wang, Z. Yu, Q. Ling, D. K. Berberidis, and G. B. Giannakis, "Decentralized RLS with Data-Adaptive Censoring for Regressions over Large-Scale Networks," IEEE Transactions on Signal Processing, vol. 66, no. 6, pp. 1634-1648, March 2018.
A. Sadeghi, F. Sheikholeslami, and G. B. Giannakis, "Optimal and Scalable Caching for 5G Using Reinforcement Learning of Space-time Popularities," IEEE Journal of Selected Topics in Signal Processing, vol. 12, no. 1, pp. 180-190, February 2018.
G. Wang, G. B. Giannakis, and Y. Eldar, "Solving Random Systems of Quadratic Equations via Truncated Amplitude Flow," IEEE Transactions on Information Theory, vol. 64, no. 2, pp. 773-794, February 2018.
G. Wang, L. Zhang, G. B. Giannakis, M. Akcakaya, and J. Chen, "Sparse Phase Retrieval via Truncated Amplitude Flow," IEEE Transactions on Signal Processing, vol. 66, no. 2, pp. 479-491, January 2018.
T. Chen, Q. Ling, and G. B. Giannakis, "An Online Convex Optimization Approach to Dynamic Network Resource Allocation," IEEE Transactions on Signal Processing, vol. 65, no. 24, pp. 6350-6364, December 2017.
L. Zhang, G. Wang, D. Romero, and G. B. Giannakis, "Randomized Block Frank-Wolfe for Convergent Large-Scale Learning," IEEE Transactions on Signal Processing, vol. 65, no. 24, pp. 6448-6461, December 2017.
X. Lyu, W. Ni, H. Tian, R.-P. Liu, X. Wang, G. B. Giannakis, and A. Paulraj, "Optimal Schedule of Mobile Edge Computing for Internet of Things using Partial Information," IEEE Journal on Selected Areas in Communications, vol. 35, no. 11, pp. 2606-2615, November 2017.
D. Lee, S.-J. Kim, and G. B. Giannakis, "Channel Gain Cartography for Cognitive Radios Leveraging Low Rank and Sparsity," IEEE Transactions on Wireless Communications, vol. 16, no. 9, pp. 5953 - 5966, November 2017.
S.-J. Kim and G. B. Giannakis, "An Online Convex Optimization Approach to Real-Time Energy Pricing for Demand Response," IEEE Transactions on Smart Grid, vol. 8, no. 6, pp. 2784 - 2793, November 2017.
D. Romero, V. N. Ioannidis, and G. B. Giannakis, "Kernel-based Reconstruction and Kalman Filtering of Space-time Functions on Dynamic Graphs," IEEE Journal on Special Topics in Signal Processing, vol. 11, no. 06, pp. 856 - 869, September 2017.
Y. Shen, M. Mardani, and G. B. Giannakis, "Online Categorical Subspace Learning for Sketching Big Data with Misses," IEEE Transactions on Signal Processing, vol. 65, no. 15, pp. 4004-4018, August 2017.
X. Chen, W. Ni, T. Chen, I. B. Collins, X. Wang, and G. B. Giannakis, "Real-time Energy Trading and Future Planning for Fifth-Generation Wireless Communications," IEEE Wireless Communications Magazine, to appear July 2017.
Y. Shen, B. Baingana, and G. B. Giannakis, "Tensor Decompositions for Identifying Directed Graph Topologies and Tracking Dynamic Networks," IEEE Transactions on Signal Processing, vol. 65, no. 14, pp. 3675 - 3687, July 2017.
D. K. Berberidis and G. B. Giannakis, "Data Sketching for Large-Scale Kalman Filtering," IEEE Transactions on Signal Processing, vol. 65, no. 14, pp. 3688 - 3701, July 2017.
T. Chen, A. G. MarquÃ©s, and G. B. Giannakis, "DGLB: Distributed Stochastic Geographical Load Balancing with Incentive Payment," IEEE Transactions on Parallel and Distributed Systems, vol. 28, no. 7, pp. 1866-1880, July 2017.
T. Chen, A. Mokhtari, X. Wang, A. Ribeiro, and G. B. Giannakis, "Stochastic Averaging for Constrained Optimization with Application to Online Resource Allocation," IEEE Transactions on Signal Processing, vol. 65, no. 12, pp. 3078-3093, June 2017.
Y. Shen, B. Baingana, and G. B. Giannakis, "Kernel-based Structural Equation Models for Topology Identification of Directed Networks," IEEE Transactions on Signal Processing, vol. 65, no. 10, pp. 2503-2516, May 2017.
D. Romero, S.-J. Kim, G. B. Giannakis, and R. LÃ³pez-Valcarce, "Learning Power Spectrum Maps from Quantized Measurements," IEEE Transactions on Signal Processing, vol. 65, no. 10, pp. 2547-2560, May 2017.
G. Wang, G. B. Giannakis, and J. Chen, "Scalable Solvers of Random Quadratic Equations via Stochastic Truncated Amplitude Flow," IEEE Transactions on Signal Processing, vol. 65, no. 8, pp. 1961-1974, April 2017.
L. Zhang, V. Kekatos, and G. B. Giannakis, "Scalable Electric Vehicle Charging Protocols," IEEE Transactions on Power Systems, vol. 32, no. 2, pp. 1451-1462, March 2017.
D. Romero, M. Ma, and G. B. Giannakis, "Kernel-based Reconstruction of Graph Signals," IEEE Transactions on Signal Processing, vol. 65, no. 3, pp. 764-778, February 2017.
B. Baingana and G. B. Giannakis, "Tracking Switched Dynamic Network Topologies from Information Cascades," IEEE Transactions on Signal Processing, vol. 65, no. 4, pp. 985-997, February 2017.
X. Wang, T. Chen, X. Chen, X. Zhou, and G. B. Giannakis, "Dynamic Resource Allocation for Smart-Grid Powered MIMO Downlink Transmissions," IEEE Journal on Selected Areas in Comunications, vol. 34, no. 12, pp. 3354 - 3365, December 2016.
G. Wang, V. Kekatos, A.-J. Coneho, and G. B. Giannakis, "Ergodic Energy Management Leveraging Resource Variability in Distribution Grids," IEEE Transactions on Power Systems, vol. 31, no. 6, pp. 4765-4775, November 2016.
V. Kekatos, L. Zhang, G. B. Giannakis, and R. Baldick, "Voltage Regulation Algorithms for Multiphase Power Distribution Grids," IEEE Transactions on Power Systems, vol. 31, no. 5, pp. 3913-3923, September 2016.
S. Hu, Y. Zhang, X. Wang, and G. B. Giannakis, "Weighted Sum-Rate Maximization for MIMO Downlink Systems Powerd by Renewables," IEEE Transactions on Wireless Communications, vol. 15, no. 8, pp. 5615 - 5625, August 2016.
D. K. Berberidis, V. Kekatos, and G. B. Giannakis, "Online Censoring for Large-Scale Regressions with Application to Streaming Big Data," IEEE Transactions on Signal Processing, vol. 64, no. 15, pp. 3854-3867, August 2016.
S. S. Guggilam, E. Dall'Anese, Y. Chen, S. Dhople, and G. B. Giannakis, "Scalable Optimization Methods for Distribution Networks with High PV Integration," IEEE Transactions on Smart Grid, vol. 7, no. 4, pp. 2061-2070, July 2016.
E. Dall'Anese, S. Dhople, and G. B. Giannakis, "Photovoltaic Inverter Controllers Seeking AC Optimal Power Flow Solutions," IEEE Transactions on Power Systems, vol. 31, no. 4, pp. 2809-2823, July 2016.
M. Mardani and G. B. Giannakis, "Estimating Traffic and Anomaly Maps via Network Tomography," IEEE/ACM Transactions on Networking, vol. 24, no. 3, pp. 1533-1547, June 2016.
X. Wang, Y. Zhang, T. Chen, and G. B. Giannakis, "Dynamic Energy Management for Smart-Grid Powered Coordinated Multipoint Systems," Journal on Selected Areas in Communications, vol. 34, no. 5, pp. 1348-1359, May 2016.
V. Kekatos, G. B. Giannakis, and R. Baldick, "Online Energy-Price Matrix Factorization for Power Grid Topology Tracking," IEEE Transactions on Smart Grid, vol. 7, no. 3, pp. 1239-1248, May 2016.
B. Baingana and G. B. Giannakis, "Joint Community and Anomaly Tracking in Dynamic Networks," IEEE Transactions on Signal Processing, vol. 68, no. 8, pp. 2013-2025, April 2016.
T. Chen, Y. Zhang, X. Wang, and G. B. Giannakis, "Robust Workload and Energy Management for Green Data Centers," IEEE Journal on Selected Areas in Communications, vol. 34, no. 3, pp. 651-654, March 2016.
T. Chen, X. Wang, and G. B. Giannakis, "Cooling-Aware Energy and Workload Management in Data Centers via Stochastic Optimization," IEEE Journal on Special Topics in Signal Processing, vol. 10, no. 2, pp. 402-405, March 2016.
Y. Zhang and G. B. Giannakis, "Distributed Stochastic Market Clearing with High-Penetration Wind Power and Large-Scale Demand Response," IEEE Transactions on Power Systems, vol. 31, no. 2, pp. 895-906, March 2016.
S. Jain, S.-J. Kim, and G. B. Giannakis, "Backhaul-Constrained Multicell Cooperation Leveraging Sparsity and Spectral Clustering," IEEE Transactions on Wireless Communications, vol. 15, no. 2, pp. 899-912, February 2016.
X. Wang, Y. Zhang, G. B. Giannakis, and S. Hu, "Robust Smart-Grid Powered Cooperative Multipoint Systems," IEEE Transactions on Wireless Communications, vol. 14, no. 11, pp. pp. 6188-6199, November 2015.
V. Kekatos, G. Wang, A.-J. Coneho, and G. B. Giannakis, "Stochastic Reactive Power Management in Microgrids with Renewables," IEEE Transactions on Power Systems, vol. 30, no. 6, pp. 3386-3395, November 2015.
G. B. Giannakis, R. Cendrillon, V. Cevher, A. Swami, and Z. Tian, "Introduction to the Issue on Signal Processing for Big Data," IEEE Journal on Special Topics in Signal Processing, vol. 9, no. 4, pp. 583-585, June 2015.
P. A. Traganitis, K. Slavakis, and G. B. Giannakis, "Sketch and Validate for Big Data Clustering," IEEE Journal on Special Topics in Signal Processing, vol. 9, no. 4, pp. 678-690, June 2015.
M. Mardani, G. Mateos, and G. B. Giannakis, "Subspace Learning and Imputation for Streaming Big Data Matrices and Tensors," IEEE Transactions on Signal Processing, vol. 63, no. 10, pp. 2663 - 2677, May 2015.
N. Y. Soltani, S.-J. Kim, and G. B. Giannakis, "Real-Time Load Elasticity Tracking and Pricing for Electric Vehicle Charging," IEEE Transactions on Smart Grid, vol. 6, no. 3, pp. 1303 - 1313, May 2015.
E. Dall'Anese, S. Dhople, B. B. Johnson, and G. B. Giannakis, "Optimal Dispatch of Residential Photovoltaic Inverters Under Forecasting Uncertainties," IEEE Journal of Photovoltaics, vol. 5, no. 1, pp. 350-359, January 2015.
E. Dall'Anese, S. Dhople, B. B. Johnson, and G. B. Giannakis, "Decentralized Optimal Dispatch of Residential Photovoltaic Inverters in Residential Distribution Systems," IEEE Transactions on Energy Conversion, vol. 29, no. 4, pp. 957-967, December 2014.
V. Kekatos, Y. Zhang, and G. B. Giannakis, "Electricity Market Forecasting via Low-Rank Multi-Kernel Learning," IEEE Journal of Selected Topics in Signal Processing, vol. 8, no. 6, pp. 1182-1193, December 2014.
H. Zhu and G. B. Giannakis, "Power System Nonlinear State Estimation using Distributed Semidefinite Programming," IEEEJournal of Selected Topics in Signal Processing, vol. 8, no. 6, pp. 1039-1050, December 2014.
K. Slavakis, S.-J. Kim, G. Mateos, and G. B. Giannakis, "Stochastic Approximation vis-a-vis Online Learning for Big Data Analytics," IEEE Signal Processing Magazine, vol. 31, pp. 124-129, November 2014.
E. Dall'Anese and G. B. Giannakis, "Risk-Constrained Microgrid Reconfiguration using Group Sparsity," IEEE Transactions on Sustainable Energy, vol. 5, no. 4, pp. 1415-1425, October 2014.
G. B. Giannakis, F. Bach, R. Cendrillon, M. Mahoney, and J. Neville, "Signal Processing for Big Data," IEEE Signal Processing Magazine, vol. 31, pp. 15-16, (Editorial for Special Issue), September 2014.
K. Slavakis, G. B. Giannakis, and G. Mateos, "Modeling and Optimization for Big Data Analytics," IEEE Signal Processing Magazine, vol. 31, pp. 18-31, September 2014.
B. Baingana, G. Mateos, and G. B. Giannakis, "Proximal-Gradient Algorithms for Tracking Cascades over Social Networks," IEEE Journal of Selected Topics in Signal Processing, vol. 8, no. 4, pp. 563-575, August 2014.
P. Forero, K. Rajawat, and G. B. Giannakis, "Prediction of Partially Observed Dynamical Processes over Networks via Dictionary Learning," IEEE Transactions on Signal Processing, vol. 62, no. 13, pp. 3305-3320, July 2014.
E. Dall'Anese and G. B. Giannakis, "Sparsity-leveraging Reconfiguration of Smart Distribution Systems," IEEE Transactions on Power Delivery, vol. 29, no. 3, pp. 1417-1426, June 2014.
K. Rajawat, E. Dall'Anese, and G. B. Giannakis, "Dynamic Network Delay Cartography," IEEE Transactions on Information Theory, vol. 60, no. 05, pp. 2910-2920, May 2014.
E. Dall'Anese, S. Dhople, and G. B. Giannakis, "Optimal Dispatch of Photovoltaic Inverters in Residential Distribution Systems," IEEE Transactions on Sustainable Energy, vol. 5, no. 2, pp. 487-497, April 2014.
A. G. MarquÃ©s, E. Dall'Anese, and G. B. Giannakis, "Cross-Layer Optimization and Receiver Localization for Cognitive Networks Using Interference Tweets," IEEE Journal of Selected Topics in Comuunications, vol. 32, no. 3, pp. 641-653, March 2014.
S. Farahmand, G. B. Giannakis, G. Leus, and Z. Tian, "Tracking Target Signal Strengths on a Grid using Sparsity," EURASIP Journal on Advances in Signal Processing, doi:10.1186/1687-6180-2014-7, January 2014.
G. Mateos and G. B. Giannakis, "Load Curve Data Cleansing and Imputation via Sparsity and Low Rank," IEEE Transactions on Smart Grid, vol. 4, no. 4, pp. 2347-2355, December 2013.
S.-J. Kim and G. B. Giannakis, "Scalable and Robust Demand Response with Mixed-Integer Constraints," IEEE Transactions on Smart Grid, vol. 4, no. 4, pp. 2089-2099, December 2013.
N. Gatsis and G. B. Giannakis, "Decomposition Algorithms for Market Clearing with Large-Scale Demand Response," IEEE Transactions on Smart Grid, vol. 4, no. 4, pp. 1976-1987, December 2013.
D. Angelosante, G. B. Giannakis, and N. D. Sidiropoulos, "Sparse Parametric Models for Robust Nonstationary Signal Analysis," IEEE Signal Processing Magazine, vol. 30, no. 6, pp. 64-73, November 2013.
J. A. Bazerque, G. Mateos, and G. B. Giannakis, "Rank Regularization and Bayesian Inference for Tensor Completion and Extrapolation," IEEE Transactions on Signal Processing, vol. 61, no. 22, pp. 5689-5703, November 2013.
M. Mardani, G. Mateos, and G. B. Giannakis, "Decentralized Sparsity-regularized Rank Minimization:: Algorithms and Applications," IEEE Transactions on Signal Processing, vol. 61, no. 11, pp. 5374-5388, November 2013.
Y. Zhang, N. Gatsis, and G. B. Giannakis, "Robust Energy Management for Microgrids with High-Penetration Renewables," IEEE Transactions on Sustainable Energy, vol. 4, no. 4, pp. 944-953, October 2013.
G. B. Giannakis, V. Kekatos, N. Gatsis, S.-J. Kim, H. Zhu, and B. Wollenberg, "Monitoring and Optimization for Power Grids: A Signal Processing Perspective," IEEE Signal Processing Magazine, vol. 30, no. 5, pp. 107-128, September 2013.
E. Dall'Anese, H. Zhu, and G. B. Giannakis, "Distributed Optimal Power Flow for Smart Microgrids," IEEE Transactions on Smart Grid, vol. 4, no. 3, pp. 1464-1475, September 2013.
M. Mardani, G. Mateos, and G. B. Giannakis, "Recovery of Low-Rank Plus Compressed Sparse Matrices with Application to Unveiling Traffic Anomalies," IEEE Transactions on Information Theory, vol. 59, no. 8, pp. 5186-5205, August 2013.
S.-J. Kim, N. Y. Soltani, and G. B. Giannakis, "Resource Allocation for OFDMA Cognitive Radios under Channel Uncertainty," IEEE Transactions on Wireless Communications, vol. 12, no. 7, pp. 3578-3587, July 2013.
J. A. Bazerque and G. B. Giannakis, "Nonparametric Basis Pursuit via Sparse Kernel-based Learning," IEEE Signal Processing Magazine, vol. 30, no. 4, pp. 112-125, July 2013.
X. Cai, J. A. Bazerque, and G. B. Giannakis, "Sparse Structural Equation Modeling for Inference of Gene Regulatory Networks Exploiting Genetic Perturbations," PLoS, Computational Biology, June 2013.
G. Mateos and K. Rajawat, "Dynamic Network Cartography," IEEE Signal Processing Magazine, vol. 30, no. 3, pp. 129-143, May 2013.
V. Kekatos and G. B. Giannakis, "Distributed Robust Power System State Estimation," IEEE Transactions on Power Systems, vol. 28, no. 2, pp. 1617-1626, May 2013.
O. Mehanna, N. D. Sidiropoulos, and G. B. Giannakis, "Joint Multicast Beamforming and Antenna Selection," IEEE Transactions on Signal Processing, vol. 61, no. 10, pp. 2660-2674, May 2013.
N. Y. Soltani, S.-J. Kim, and G. B. Giannakis, "Chance-Constrained Optimization of OFDMA Cognitive Radio Uplinks," IEEE Transactions on Wireless Communications, vol. 12, no. 3, pp. 1098-1107, March 2013.
M. Mardani, G. Mateos, and G. B. Giannakis, "Dynamic Anomalography: Tracking Network Anomalies via Sparsity and Low Rank," IEEE Journal of Selected Topics in Signal Processing, vol. 07, no. 1, pp. 50-66, February 2013.
Y. Zhang, E. Dall'Anese, and G. B. Giannakis, "Distributed Optimal Beamformers for Cognitive Radios Robust to Channel Uncertainties," IEEE Transactions on Signal Processing, vol. 60, no. 12, pp. 6495- 6508, December 2012.
K. Rajawat, A. Cano, and G. B. Giannakis, "Network-Compressive Coding for Wireless Sensors with Correlated Data," IEEE Transactions on Wireless Communications, vol. 11, no. 12, pp. 4264-4274, December 2012.
A. G. MarquÃ©s, L. M. Lopez-Ramos, G. B. Giannakis, and J. Ramos, "Resource Allocation for Interweave and Underlay Cognitive Radios under Probability-of-Interference Constraints," IEEE Journal on Selected Areas in Communications, vol. 30, no. 10, pp. 1922-1933, November 2012.
E. Dall'Anese and G. B. Giannakis, "Statistical Routing for Multihop Wireless Cognitive Networks," IEEE Journal on Selected Areas in Communications, vol. 30, no. 10, pp. 1983-1993, November 2012.
S.-J. Kim, E. Dall'Anese, J. A. Bazerque, K. Rajawat, and G. B. Giannakis, "Advances in Spectrum Sensing and Cross-Layer Design for Cognitive Radio Networks," EURASIP, E-Reference Signal Processing, November 2012.
H. Zhu and G. B. Giannakis, "Sparse Overcomplete Representations for Efficient Identification of Power Line Outages," IEEE Transactions on Power Systems, vol. 27, no. 4, pp. 2215-2224, November 2012.
G. Mateos and G. B. Giannakis, "Robust PCA as Bilinear Decomposition with Outlier-Sparsity Regularization," IEEE Transactions on Signal Processing, vol. 60, no. 10, pp. 5176-5190, October 2012 .
P. Forero and G. B. Giannakis, "Sparsity-Exploiting Robust Multidimensional Scaling," IEEE Transactions on Signal Processing, vol. 60, no. 08, pp. 4118-4134, August 2012.
V. Kekatos, G. B. Giannakis, and B. Wollenberg, "Optimal Placement of Phasor Measurement Units via Convex Relaxation," IEEE Transactions on Power Systems, vol. 27, no. 03, pp. 1521-1530, August 2012.
P. Forero, V. Kekatos, and G. B. Giannakis, "Robust Clustering Using Outlier-Sparsity Regularization," IEEE Transactions on Signal Processing, vol. 60, no. 8, pp. 4163-4177, August 2012.
G. Mateos and G. B. Giannakis, "Distributed Recursive Least-Squares: Stability and Performance Analysis," IEEE Transactions on Signal Processing, vol. 60, no. 7, pp. 3740-3754, July 2012.
A. G. MarquÃ©s, L. M. Lopez-Ramos, G. B. Giannakis, J. Ramos, and A. J. CaamaÃ±o, "Optimal Cross-Layer Resource Allocation in Cellular Networks using Channel and Queue State Information," IEEE Transactions on Vehicular Technology, vol. 61, no. 07, pp. 2789-2807, July 2012.
S. Farahmand and G. B. Giannakis, "Robust RLS in the Presence of Colored Noise using Outlier Sparsity," IEEE Transaction on Signal Processing, vol. 60, no. 6, pp. 3308-3313, June 2012.
E. Dall'Anese, J. A. Bazerque, and G. B. Giannakis, "Group Sparse Lasso for Cognitive Network Sensing Robust to Model Uncertainties and Outliers," Physical Communication, vol. 5, no. 2, pp. 161-172, Elsevier, June 2012.
N. Gatsis and G. B. Giannakis, "Residential Load Control: Distributed Scheduling and Convergence with Lost AMI Messages," IEEE Transactions on Smart Grid, vol. 3, no. 2, pp. 770-786, June 2012 .
M. Mardani, S.-J. Kim, and G. B. Giannakis, "Cross-layer Design of Wireless Multihop Random Access Networks," IEEE Transactions on Signal Processing, vol. 60, no. 5, pp. 2562-2574, May 2012.
I. D. Schizas and G. B. Giannakis, "Covariance Eigenvector Sparsity for Compression and Denoising," IEEE Transactions on Signal Processing, vol. 60, no. 5, pp. 2408-2421, Covariance-Domain Sparsity for Compression and Denoising, May 2012.
G. Mateos and G. B. Giannakis, "Robust Nonparametric Regression via Sparsity Control with Application to Load Curve Data Cleansing," IEEE Transactions on Signal Processing, vol. 60, no. 4, pp. 1571-1584, April 2012.
D. Angelosante and G. B. Giannakis, "Group Lassoing Changes in Piecewise-Stationary Autoregressive Processes," EURASIP Journal on Advances in Signal Processing, no. Special Issue on Sparse Signal Processing, March 2012.
E. J. Msechu and G. B. Giannakis, "Sensor-Centric Data Reduction for Estimation with WSNs via Censoring and Quantization," IEEE Transactions on Signal Processing, vol. 60, no. 1, pp. 400-414, January 2012.
Zhaohui Wang, S. Zhou, G. B. Giannakis, C. R. Berger, and J. Huang, "Frequency-Domain Oversampling for Zero-Padded OFDM in Underwater Acoustic Communications," IEEE Journal on Oceanic Engineering, vol. 37, no. 1, pp. 14-24, January 2012.
K. Rajawat and G. B. Giannakis, "Joint Scheduling and Network Coding for Multicast in Delay-Constrained Wireless Networks," IEEE Transactions on Signal Processing, vol. 59, no. 12, pp. 6186-6196, December 2011.
V. Kekatos and G. B. Giannakis, "Sparse Volterra and Polynomial Regression Models: Identifiability and Estimation," IEEE Transactions on Signal Processing, vol. 59, no. 12, pp. 5907-5920, December 2011.
K. Rajawat, N. Gatsis, S.-J. Kim, and G. B. Giannakis, "Cross-layer Optimization of Coded Wireless Multi-hop Random Access Networks," IEEE Journal on Selected Areas in Communications, vol. 29, no. 10, pp. 1970-1980, December 2011.
A. G. MarquÃ©s, G. B. Giannakis, and J. Ramos, "Optimizing Orthogonal Multiple Access based on Quantized Channel State Information," IEEE Transactions on Signal Processing, vol. 59, no. 10, pp. 5023-5038, October 2011.
J. A. Bazerque, G. Mateos, and G. B. Giannakis, "Group-Lasso on Splines for Spectrum Cartography," IEEE Transactions on Signal Processing, vol. 59, no. 10, pp. 4648-4663, October 2011.
S. Farahmand, G. B. Giannakis, and D. Angelosante, "Doubly Robust Smoothing of Dynamical Processes via Outlier Sparsity Constraints," IEEE Transactions on Signal Processing, vol. 59, no. 10, pp. 4529-4543, October 2011.
S.-J. Kim, G. Li, and G. B. Giannakis, "Multiband Cognitive Radio Spectrum Sensing for Quality-of-Service Traffic," IEEE Transactions on Wireless Communications, vol. 10, no. 10, pp. 3506-3515, October 2011.
E. Dall'Anese, S.-J. Kim, G. B. Giannakis, and S. Pupolin, "Power Control for Cognitive Radio Networks Under Channel Uncertainty," IEEE Transactions on Wireless Communications, vol. 10, no. 10, pp. 3541-3551, October 2011.
K. Rajawat, N. Gatsis, and G. B. Giannakis, "Cross-Layer Designs in Coded Wireless Fading Networks with Multicast," IEEE Transactions on Networking, vol. 19, no. 5, pp. 1276-1289, October 2011.
S. Farahmand, S. I. Roumeliotis, and G. B. Giannakis, "Set-Membership Constrained Particle Filter: Distributed Adaptation for Sensor Networks," IEEE Transactions on Signal Processing, vol. 59, no. 9, pp. 4122-4138, September 2011.
P. Forero, A. Cano, and G. B. Giannakis, "Distributed Clustering using Wireless Sensor Networks," IEEE Journal of Selected Topics in Signal Processing, vol. 5, no. 4, pp. 707-724, August 2011.
X. Wang and G. B. Giannakis, "Resource Allocation for Wireless Multiuser OFDM Networks: Ergodic Capacity and Rate-Guaranteed Scheduling," IEEE Transactions on Information Theory, vol. 57, no. 7, pp. 4359-4372, July 2011.
V. Kekatos and G. B. Giannakis, "From Sparse Signals to Sparse Residuals for Robust Sensing," IEEE Transactions on Signal Processing, vol. 59, no. 7, pp. 3355-3368, July 2011.
N. Gatsis and G. B. Giannakis, "Power Control with Imperfect Exchanges and Applications to Spectrum Sharing," IEEE Transactions on Signal Processing, vol. 59, no. 7, pp. 3410-3423, July 2011.
S.-J. Kim and G. B. Giannakis, "Optimal Resource Allocation for MIMO Ad Hoc Cognitive Radio Networks," IEEE Transactions on Information Theory, vol. 57, no. 5, pp. 3117-3131, May 2011.
H. Zhu, G. Leus, and G. B. Giannakis, "Sparsity-Cognizant Total Least-Squares for Perturbed Compressive Sampling," IEEE Transactions on Signal Processing, vol. 59, no. 5, pp. 2002-2016, May 2011.
G. Li, A. Cano, J. Gomez-Vilardebo, G. B. Giannakis, and A. I. PÃ©rez-Neira, "High-Throughput Cooperative Transmissions using Complex-Field Network Coding," IEEE Transactions on Wireless Communications, vol. 10, no. 5, pp. 1606-1617, May 2011.
E. Dall'Anese, S.-J. Kim, and G. B. Giannakis, "Channel Gain Map Tracking via Distributed Kriging," IEEE Transactions on Vehicular Technology, vol. 60, no. 3, pp. 1205-1211, March 2011.
S.-J. Kim, E. Dall'Anese, and G. B. Giannakis, "Cooperative Spectrum Sensing for Cognitive Radios using Kriged Kalman Filtering," IEEE Journal of Selected Topics in Signal Processing, vol. 5, no. 1, pp. 24-36, February 2011.
H. Zhu and G. B. Giannakis, "Exploiting Sparse User Activity in Multiuser Detection," IEEE Transactions on Communications, vol. 59, no. 2, pp. 454-465, February 2011.
G. N. Lilis, D. Angelosante, and G. B. Giannakis, "Sound Field Reproduction using the Lasso," IEEE Transactions on Audio, Speech, and Language Processing, vol. 18, no. 8, pp. 1902-1912, November 2010.
D. Angelosante, G. B. Giannakis, and N. D. Sidiropoulos, "Estimating Multiple Frequency-Hopping Signal Parameters via Sparse Linear Regression," IEEE Transactions on Signal Processing, vol. 58, no. 10, pp. 5044-5056, October 2010.
G. Mateos, J. A. Bazerque, and G. B. Giannakis, "Distributed Sparse Linear Regression," IEEE Transactions on Signal Processing, vol. 58, no. 10, pp. 5262-5276, October 2010.
A. Ribeiro and G. B. Giannakis, "Separation Principles in Wireless Networking," IEEE Transactions on Information Theory, vol. 56, no. 9, pp. 4488-4505, September 2010.
S.-J. Kim and G. B. Giannakis, "Sequential and Cooperative Sensing for Multichannel Cognitive Radios," IEEE Transactions on Signal Processing, vol. 58, no. 8, pp. 4239-4253, August 2010.
D. Angelosante, J. A. Bazerque, and G. B. Giannakis, "Online Adaptive Estimation of Sparse Signals: Where RLS meets the 11-norm," IEEE Transactions on Signal Processing, vol. 58, no. 7, pp. 3436-3447, July 2010.
D. Angelosante, E. Grossi, G. B. Giannakis, and M. Lops, "Sparsity-Aware Estimation of CDMA System Parameters," EURASIP Journal on Advances in Signal Processing, June 2010.
H. Zhu, A. Cano, and G. B. Giannakis, "Distributed Consensus-Based Demodulation: Algorithms and Error Analysis," IEEE Transactions on Wireless Communications, vol. 9, no. 6, pp. 2044-2054, June 2010.
P. Forero, A. Cano, and G. B. Giannakis, "Consensus-Based Distributed Support Vector Machines," Journal of Machine Learning Research, vol. 11, pp. 1663-1707, May 2010.
N. Gatsis, A. Ribeiro, and G. B. Giannakis, "A Class of Convergent Algorithms for Resource Allocation in Wireless Fading Networks," IEEE Transactions on Wireless Communications, vol. 9, no. 5, pp. 1808-1823, May 2010.
A. Ribeiro, I. D. Schizas, S. I. Roumeliotis, and G. B. Giannakis, "Kalman Filtering in Wireless Sensor Networks:Incorporating communication cost in state estimation problems," IEEE Control Systems Magazine, vol. 30, pp. 66-86, April 2010.
J. A. Bazerque and G. B. Giannakis, "Distributed Spectrum Sensing for Cognitive Radio Networks by Exploiting Sparsity," IEEE Transactions on Signal Processing, vol. 58, no. 3, pp. 1847-1862, March 2010.
N. Gatsis, A. G. MarquÃ©s, and G. B. Giannakis, "Power Control for Cooperative Dynamic Spectrum Access Networks with Diverse QoS Constraints," IEEE Transactions on Communications, vol. 58, no. 3, pp. 933-944, March 2010.
T. Wang and G. B. Giannakis, "Capacity Scaling of Wireless Networks with Complex Field Network Coding," Journal of Communications, Special Issue on Network Coding and Applications, Academy Publisher, (to appear), December 2009.
G. Mateos, I. D. Schizas, and G. B. Giannakis, "Performance Analysis of the Consensus-Based Distributed LMS Algorithm," EURASIP Journal on Advances in Signal Processing, December 2009.
G. Mateos, I. D. Schizas, and G. B. Giannakis, "Distributed Recursive Least-Squares for Consensus-Based In-Network Adaptive Estimation," IEEE Transactions on Signal Processing, vol. 57, no. 11, pp. 4583-4588, November 2009.
H. Zhu, G. B. Giannakis, and A. Cano, "Distributed In-Network Channel Decoding," IEEE Transactions on Signal Processing, vol. 57, no. 10, pp. 3970-3983, October 2009.
S.-J. Kim and G. B. Giannakis, "Rate-Optimal and Reduced-Complexity Sequential Sensing Algorithms for Cognitive OFDM Radios," EURASIP Journal on Advances in Signal Processing, Special Issue on Dynamic Spectrum Access for Wireless Networking, Article ID 421540, September 2009.
A. G. MarquÃ©s, X. Wang, and G. B. Giannakis, "Dynamic Resource Management for Cognitive Radios using Limited-Rate Feedback," IEEE Transactions on Signal Processing, vol. 57, no. 9, pp. 3651-3666, September 2009.
H. Zhu, I. D. Schizas, and G. B. Giannakis, "Power-Efficient Dimensionality Reduction for Distributed Channel-Aware Kalman Tracking Using Wireless Sensor Networks," IEEE Transactions on Signal Processing, vol. 57, no. 8, pp. 3193-3207, August 2009.
I. D. Schizas, G. Mateos, and G. B. Giannakis, "Distributed LMS for Consensus-Based In-Network Adaptive Processing," IEEE Transactions on Signal Processing, vol. 57, no. 6, pp. 2365-2381, June 2009.
T. Wang, G. B. Giannakis, and R. Wang, "Smart Regenerative Relays for Link-Adaptive Cooperation," IEEE Transactions on Communications, vol. 56, no. 11, pp. 1950-1960, November 2008.
R. Wang, W. Zhao, and G. B. Giannakis, "CRC-Assisted Error Correction in a Convolutionally Coded System," IEEE Transactions on Communications, vol. 56, no. 11, pp. 1807-1815, November 2008.
A. Ribeiro, N. D. Sidiropoulos, and G. B. Giannakis, "Optimal Distributed Stochastic Routing Algorithms for Wireless Multihop Networks," IEEE Transactions on Wireless Communications, vol. 7, no. 11, pp. 4261-4272, November 2008.
S. Farahmand, X. Luo, and G. B. Giannakis, "Orthogonally-Spread Block Transmissions for High-Rate UWB Radios," IEEE Transactions on Wireless Communications, vol. 7, no. 10, pp. 3668-3673, October 2008.
A. G. MarquÃ©s, X. Wang, and G. B. Giannakis, "Minimizing Transmit-Power for Coherent Communications in Wireless Sensor Networks with Finite-Rate Feedback," IEEE Transactions on Signal Processing, vol. 56, no. 9, pp. 4446-4457, September 2008.
X. Wang, A. G. MarquÃ©s, and G. B. Giannakis, "Power-Efficient Resource Allocation and Quantization for TDMA Using Adaptive Transmission and Limited-Rate Feedback," IEEE Transactions on Signal Processing, vol. 56, no. 9, pp. 4470-4485, September 2008.
E. J. Msechu, S. I. Roumeliotis, A. Ribeiro, and G. B. Giannakis, "Decentralized Quantized Kalman Filtering with Scalable Communication Cost," IEEE Transactions on Signal Processing, vol. 56, no. 8, pp. 3727-3741, August 2008.
J. A. Bazerque and G. B. Giannakis, "Distributed Scheduling and Resource Allocation for Cognitive OFDMA Radios," Journal of ACM on Mobile Networks and Applications, Springer, (invited), July 2008.
T. Wang and G. B. Giannakis, "Mutual Information Jammer-Relay Games," IEEE Transactions on Information Forensics and Security, vol. 3, no. 2, pp. 290-303, June 2008.
I. D. Schizas, G. B. Giannakis, and N. Jindal, "Distortion-Rate Analysis for Distributed Estimation with Wireless Sensor Networks," EURASIP Journal on Advances in Signal Processing, Special Issue on Distributed Signal Processing Techniques for Wireless Sensor Networks, May 2008.
I. D. Schizas, G. B. Giannakis, S. I. Roumeliotis, and A. Ribeiro, "Consensus in Ad Hoc WSNs with Noisy Links - Part II: Distributed Estimation and Smoothing of Random Signals," IEEE Transactions on Signal Processing, vol. 56, no. 4, pp. 1650-1666, April 2008.
T. Wang and G. B. Giannakis, "Complex Field Network Coding for Multiuser Cooperative Communications," IEEE Journal on Selected Topics in Communications, vol. 26, no. 3, pp. 561-571, April 2008.
X. Wang and G. B. Giannakis, "Power-Efficient Resource Allocation in Time-Division Multiple Access over Fading Channels," IEEE Transactions on Information Theory, vol. 54, no. 3, pp. 1225-1240, March 2008.
X. Wang, Y. Yu, and G. B. Giannakis, "Design and Analysis of Cross-Layer Tree Algorithms for Wireless Random Access," IEEE Transactions on Wireless Communications, vol. 7, no. 3, pp. 909-919, March 2008.
S. Shahbazpanahi, A. Gershman, and G. B. Giannakis, "Blind and Semiblind Channel and Carrier Frequency-Offset Estimation in Orthogonally Space-Time Block Coded MIMO Systems," IEEE Transactions on Signal Processing, vol. 56, no. 2, pp. 702-711, February 2008.
X. Luo and G. B. Giannakis, "Energy-Constrained Optimal Quantization for Wireless Sensor Networks," EURASIP Journal on Advances in Signal Processing, Special Issue on Distributed Signal Processing Techniques for Wireless Sensor Networks, February 2008.
A. G. MarquÃ©s, G. B. Giannakis, F. F. Digham, and F. J. Ramos, "Power-Efficient Wireless OFDMA using Limited-Rate Feedback," IEEE Transactions on Wireless Communications, vol. 7, no. 2, pp. 685-696, February 2008.
I. D. Schizas, A. Ribeiro, and G. B. Giannakis, "Consensus in Ad Hoc WSNs with Noisy Links - Part I: Distributed Estimation of Deterministic Signals," IEEE Transactions on Signal Processing, vol. 56, no. 1, pp. 350-364, January 2008.
Y. Yu and G. B. Giannakis, "Cross-Layer Congestion and Contention Control for Wireless Ad Hoc Networks," IEEE Transactions on Wireless Communications, vol. 7, no. 1, pp. 37-42, January 2008.
A. Cano, T. Wang, A. Ribeiro, and G. B. Giannakis, "Link-Adaptive Distributed Coding for Multi-Source Cooperation," EURASIP Journal on Advances in Signal Processing, 2008.
X. Wang, G. B. Giannakis, and A. G. MarquÃ©s, "A Unified Approach to QoS-Guaranteed Scheduling for Channel-Adaptive Wireless Networks," Proceedings of the IEEE, vol. 95, no. 12, pp. 2410-2431, (invited), December 2007.
Y. Yu and G. B. Giannakis, "High-Throughput Random Access Using Successive Interference Cancellation in a Tree Algorithm," IEEE Transactions on Information Theory, vol. 53, no. 12, pp. 4628-4639, December 2007.
X. Wang, Y. Yu, and G. B. Giannakis, "A Robust High-Throughput Tree Algorithm Using Successive Interference Cancellation," IEEE Transactions on Communications, vol. 55, no. 12, pp. 2253-2256, December 2007.
T. Wang, A. Cano, G. B. Giannakis, and F. J. Ramos, "Multi-Tier Cooperative Broadcasting with Hierarchical Modulations," IEEE Transactions on Wireless Communications, vol. 6, no. 8, pp. 3047-3057, August 2007.
I. D. Schizas, G. B. Giannakis, and Z.-Q. Luo, "Distributed Estimation Using Reduced-Dimensionality Sensor Observations," IEEE Transactions on Signal Processing, vol. 55, no. 8, pp. 4284-4299, August 2007.
T. Wang, A. Cano, G. B. Giannakis, and N. Laneman, "High-Performance Cooperative Demodulation with Decode-and-Forward Relays," IEEE Transactions on Communications, vol. 55, no. 7, pp. 1427-1438, July 2007.
L. Yang, G. B. Giannakis, and A. Swami, "Non-Coherent Ultra-Wideband (De-)Modulation," IEEE Transactions on Communications, vol. 55, no. 4, pp. 810-819, April 2007.
Q. Tang, L. Yang, G. B. Giannakis, and T. Qin, "Battery Power Efficiency of PPM and FSK in Wireless Sensor Networks," IEEE Transactions on Wireless Communications, vol. 6, no. 4, pp. 1308-1319, April 2007.
Y. Yu, G. B. Giannakis, and N. Jindal, "Information-Bearing Noncoherently Modulated Pilots for MIMO Training," IEEE Transactions on Information Theory, vol. 53, no. 3, pp. 1160-1168, March 2007.
X. Wang, Q. Liu, and G. B. Giannakis, "Analyzing and Optimizing Adaptive Modulation-Coding Jointly with ARQ for QoS-Guaranteed Traffic," IEEE Transactions on Vehicular Technology, vol. 56, no. 2, pp. 710-720, March 2007.
A. Ribeiro, N. D. Sidiropoulos, G. B. Giannakis, and Y. Yu, "Achieving Wireline Random Access Throughput in Wireless Networking via User Cooperation," IEEE Transactions on Information Theory, vol. 53, no. 2, pp. 732-758, February 2007.
A. Ribeiro, R. Wang, and G. B. Giannakis, "Multi-Source Cooperative Protocols with Full-Diversity, Spectral-Efficiency and Controllable-Complexity," IEEE Journal on Selected Areas in Communications, vol. 25, no. 2, pp. 415-425, February 2007.
J.-J. Xiao, Z.-Q. Luo, and G. B. Giannakis, "Performance Bounds for the Rate-Constrained Universal Decentralized Estimators," IEEE Signal Processing Letters, vol. 14, no. 1, pp. 47-50, January 2007.
X. Luo and G. B. Giannakis, "Raise Your Voice at a Proper Pace to Synchronize in Multiple Ad Hoc Piconets," IEEE Transactions on Signal Processing, vol. 55, no. 1, pp. 267-278, January 2007.
T. Wang, Y. Yao, and G. B. Giannakis, "Non-Coherent Distributed Space-Time Processing for Multiuser Cooperative Transmissions," IEEE Transactions on Wireless Communications, vol. 5, no. 12, pp. 3339-3343, December 2006.
A. Ribeiro, G. B. Giannakis, and S. I. Roumeliotis, "SOI-KF: Distributed Kalman Filtering with Low-Cost Communications using the Sign of Innovations," IEEE Transactions on Signal Processing, vol. 54, no. 12, pp. 4782-4795, December 2006.
L. Yang and G. B. Giannakis, "Cross-Band Flexible UWB Multiple Access for High-Rate Multi-Piconet WPANs," IEEE Transactions on Communications, vol. 54, no. 11, pp. 2023-2032, November 2006.
P. Xia and G. B. Giannakis, "Conditions for Multi-Antenna Selection to be Optimal Given Channel Amplitude-Only Information," IEEE Transactions on Wireless Communications, vol. 5, no. 11, pp. 3007-3011, November 2006.
X. Wang and G. B. Giannakis, "CSMA/CCA: A Modified CSMA/CA Protocol Mitigating the Fairness Problem for IEEE 802.11 DCF," EURASIP Journal on Wireless Communications and Networking, Special Issue on Quality of Service in Mobile Ad Hoc Networks, October 2006.
X. Luo and G. B. Giannakis, "Cyclic-Mean Based Synchronization and Efficient Demodulation for UWB Ad Hoc Access: Generalizations and Comparisons," EURASIP Journal on Applied Signal Processing, vol. 86, no. 9, pp. 2139-2152, September 2006.
S. Shahbazpanahi, A. Gershman, and G. B. Giannakis, "Semi-Blind Multi-User MIMO Channel Estimation Using Capon and MUSIC Techniques," IEEE Transactions on Signal Processing, vol. 54, no. 9, pp. 3581-3591, September 2006.
X. Luo and G. B. Giannakis, "Achievable Rates of Transmitted-Reference Ultra-Wideband Radio with PPM," IEEE Transactions on Communications, vol. 54, no. 9, pp. 1536-1541, September 2006.
A. G. MarquÃ©s, F. F. Digham, and G. B. Giannakis, "Optimizing Power Efficiency of OFDM Using Quantized Channel State Information," IEEE Journal on Selected Areas in Communications, vol. 24, no. 8, pp. 1581-1592, August 2006.
A. Ribeiro, X. Cai, and G. B. Giannakis, "Opportunistic Multipath for Bandwidth-Efficient Cooperative Networking," IEEE Transactions on Wireless Communications, vol. 5, no. 8, pp. 2321-2327, August 2006.
A. Ribeiro and G. B. Giannakis, "Bandwidth-Constrained Distributed Estimation for Wireless Sensor Networks, Part II: Unknown PDF," IEEE Transactions on Signal Processing, vol. 54, no. 7, pp. 2784-2796, July 2006.
J.-J. Xiao, A. Ribeiro, Z.-Q. Luo, and G. B. Giannakis, "Distributed Compression-Estimation Using Wireless Sensor Networks," IEEE Signal Processing Magazine, vol. 23, no. 4, pp. 27-41, July 2006.
X. Luo and G. B. Giannakis, "Low-Complexity Blind Synchronization and Demodulation for (Ultra-) Wideband Multi-User Ad Hoc Access," IEEE Transactions on Wireless Communications, vol. 5, no. 7, pp. 1930-1941, July 2006.
X. Wu, Z. Tian, T. N. Davidson, and G. B. Giannakis, "Optimal Waveform Design for UWB Radios," IEEE Transactions on Signal Processing, vol. 54, no. 6, pp. 2009-2021, June 2006.
S. Ohno, G. B. Giannakis, and Z.-Q. Luo, "Multicarrier Multiple Access is Sum-Rate Optimal for Block Transmissions over Circular ISI Channels," IEEE Journal on Selected Areas in Communications, vol. 24, no. 6, pp. 1256-1260, June 2006.
Y. Yu and G. B. Giannakis, "Opportunistic Medium Access for Wireless Networking Adapted to Decentralized CSI," IEEE Transactions on Wireless Communications, vol. 5, no. 6, pp. 1445-1455, June 2006.
X. Cai and G. B. Giannakis, "Identifying Differentially Expressed Genes in Microarray Experiments with Model-Based Variance Estimation," IEEE Transactions on Signal Processing, vol. 54, no. 6, pp. 2418-2426, June 2006.
P. Xia and G. B. Giannakis, "Design and Analysis of Transmit-Beamforming based on Limited-Rate Feedback," IEEE Transactions on Signal Processing, vol. 54, no. 5, pp. 1853-1863, May 2006.
Q. Liu, S. Zhou, and G. B. Giannakis, "Cross-Layer Modeling of Adaptive Wireless Links for QoS Support in Heterogeneous Wired-Wireless Networks," ACM/Kluwer Journal on Wireless Networks (WINET), vol. 12, pp. 427-437, May 2006.
Q. Liu, X. Wang, and G. B. Giannakis, "A Cross-Layer Scheduling Algorithm with QoS Support in Wireless Networks," IEEE Transactions on Vehicular Technology, vol. 55, no. 3, pp. 839-847, May 2006.
X. Cai and G. B. Giannakis, "Differential Space-Time Modulation with Transmit-Beamforming for Correlated MIMO Fading Channels," IEEE Transactions on Signal Processing, vol. 54, no. 4, pp. 1279-1288, April 2006.
R. Wang and G. B. Giannakis, "Approaching MIMO Channel Capacity with Reduced-Complexity Sphere Decoding," IEEE Transactions on Communications, vol. 54, no. 4, pp. 587-590, April 2006.
A. Ribeiro and G. B. Giannakis, "Bandwidth-Constrained Distributed Estimation for Wireless Sensor Networks, Part I: Gaussian PDF," IEEE Transactions on Signal Processing, vol. 54, no. 3, pp. 1131-1143, March 2006.
A. Ribeiro and G. B. Giannakis, "Fixed and Random Access Cooperative Networks," EURASIP Newsletter, pp. 3-24, (invited tutorial), March 2006.
Y. Yu, X. Cai, and G. B. Giannakis, "On the Instability of Slotted Aloha with Capture," IEEE Transactions on Wireless Communications, vol. 5, no. 2, pp. 257-261, February 2006.
L. Rugini, B. Banelli, and G. B. Giannakis, "Local ML-Detection for Multicarrier DS-CDMA Dowlink Systems with Group Linear Precoding," IEEE Transactions on Wireless Communications, vol. 5, no. 2, pp. 306-311, February 2006.
W. Zhao and G. B. Giannakis, "Reduced Complexity Closest Point Decoding Algorithms for Random Lattices," IEEE Transactions on Wireless Communications, vol. 5, no. 1, pp. 101-111, January 2006.
E. Serpedin, F. Panduru, I. Sari, and G. B. Giannakis, "Bibliography on cyclostationarity," Signal Processing, vol. 85, no. 12, pp. 2233-2303, Elsevier, December 2005.
A. Cano, X. Ma, and G. B. Giannakis, "Block-Differential Modulation for Doubly-Selective Wireless Fading Channels," IEEE Transactions on Communications, vol. 53, no. 12, pp. 2157-2166, December 2005.
L. Yang and G. B. Giannakis, "Timing UWB Signals using Dirty Templates," IEEE Transactions on Communications, vol. 53, no. 11, pp. 1952-1963, November 2005.
Y. Yao, X. Cai, and G. B. Giannakis, "On Energy Efficiency and Optimum Resource Allocation in Wireless Relay Transmissions," IEEE Transactions on Wireless Communications, vol. 4, no. 6, pp. 2917-2927, November 2005.
Z. Tian and G. B. Giannakis, "A GLRT Approach to Data-Aided Timing Acquisition in UWB Radios - Part I: Algorithms," IEEE Transactions on Wireless Communications, vol. 4, no. 6, pp. 2956-2967, November 2005.
Z. Tian and G. B. Giannakis, "A GLRT Approach to Data-Aided Timing Acquisition in UWB Radios - Part II: Training Sequence Design," IEEE Transactions on Wireless Communications, vol. 4, no. 6, pp. 2994-3004, November 2005.
S. Farahmand, X. Luo, and G. B. Giannakis, "Demodulation and Tracking with Dirty Templates for UWB Impulse Radio: Algorithms and Performance," IEEE Transactions on Vehicular Technology, vol. 54, no. 5, pp. 1595-1608, (invited), September 2005.
M.-K. Oh, X. Ma, G. B. Giannakis, and D.-J. Park, "Cooperative Synchronization and Channel Estimation in Wireless Sensor Networks," Journal on Communications and Networks, vol. 7, no. 3, pp. 284-293, September 2005.
Y. Yao and G. B. Giannakis, "Energy-Efficient Scheduling for Wireless Sensor Networks," IEEE Transactions on Communications, vol. 53, no. 8, pp. 1333-1342, August 2005.
S. Gezici, Z. Tian, G. B. Giannakis, H. Kobayashi, A. V. Molisch, H. V. Poor, and Z. Sahinoglu, "Localization via Ultra-Wideband Radios," IEEE Signal Processing Magazine, vol. 22, no. 4, pp. 70-84, July 2005.
W. Zhao and G. B. Giannakis, "Sphere Decoding Algorithms with Improved Radius Search," IEEE Transactions on Communications, vol. 53, no. 7, pp. 1104-1109, July 2005.
S. Zhou, Z. Wang, and G. B. Giannakis, "Quantifying the Power-Loss when Transmit-Beamforming relies on Finite Rate Feedback," IEEE Transactions on Wireless Communications, vol. 4, no. 4, pp. 1948-1957, July 2005.
L. Yang and G. B. Giannakis, "A General Model and SINR Analysis of Low Duty-Cycle UWB Access through Multipath and NBI with Rake Reception," IEEE Transactions on Wireless Communications, vol. 4, no. 4, pp. 1818-1833, July 2005.
X. Ma, G. Leus, and G. B. Giannakis, "Space-Time-Doppler Coding for Correlated Time-Selective Fading Channels," IEEE Transactions on Signal Processing, vol. 53, no. 6, pp. 2167-2181, June 2005.
Z. Tian and G. B. Giannakis, "BER Sensitivity to Mis-Timing in Ultra-Wideband Communications, Part II: Fading Channels," IEEE Transactions on Signal Processing, vol. 53, no. 5, pp. 1897-1907, May 2005.
Q. Liu, S. Zhou, and G. B. Giannakis, "Cross-Layer Scheduling with Prescribed QoS Guarantees in Adaptive Wireless Networks," IEEE Journal on Selected Areas in Communications, vol. 23, no. 5, pp. 1051-1066, May 2005.
P. Xia, S. Zhou, and G. B. Giannakis, "Achieving the Welch Bound with Difference Sets," IEEE Transactions on Information Theory, vol. 51, no. 5, pp. 1900-1907, May 2005.
Y. Yao and G. B. Giannakis, "Rate-Maximizing Power Allocation in OFDM Based on Partial Channel Knoweledge," IEEE Transactions on Wireless Communications, vol. 4, no. 3, pp. 1073-1083, May 2005.
Q. Liu, S. Zhou, and G. B. Giannakis, "Queuing with Adaptive Modulation and Coding over Wireless Links: Cross-Layer Analysis and Design," IEEE Transactions on Wireless Communications, vol. 4, no. 3, pp. 1142-1153, May 2005.
A. Ribeiro, X. Cai, and G. B. Giannakis, "Symbol Error Probabilities for General Cooperative Links," IEEE Transactions on Wireless Communications, vol. 4, no. 3, pp. 1264-1273, May 2005.
Z. Tian and G. B. Giannakis, "BER Sensitivity to Mis-Timing in Ultra-Wideband Communications, Part I: Non-Random Channels," IEEE Transactions on Signal Processing, vol. 53, no. 4, pp. 1550-1560, April 2005.
Y. Yao and G. B. Giannakis, "On Regularity and Identifiability of Blind Source Separation under Constant Modulus Constraints," IEEE Transactions on Signal Processing, vol. 53, no. 4, pp. 1272-1281, April 2005.
X. Ma and G. B. Giannakis, "Space-Time-Multipath Coding using Digital Phase Sweeping or Block Circular Delay Diversity," IEEE Transactions on Signal Processing, vol. 53, no. 3, pp. 1121-1131, March 2005.
X. Ma, L. Yang, and G. B. Giannakis, "Optimal Training for MIMO Frequency-Selective Fading Channels," IEEE Transactions on Wireless Communications, vol. 4, no. 2, pp. 453-466, March 2005.
W. Zhao and G. B. Giannakis, "Reduced-Complexity Receivers for Layered Space-Time Binary CPM," IEEE Transactions on Wireless Communications, vol. 4, no. 2, pp. 574-582, March 2005.
X. Cai, G. B. Giannakis, and M. Zoltowski, "Space-Time Spreading and Block Coding for Correlated Fading Channels in the Presence of Interference," IEEE Transactions on Communications, vol. 53, no. 3, pp. 515-525, March 2005.
P. Xia, S. Zhou, and G. B. Giannakis, "Multi-Antenna Adaptive Modulation with Beamforming based on Bandwidth-Constrained Feedback," IEEE Transactions on Communications, vol. 53, no. 3, pp. 526-536, March 2005.
G. B. Giannakis, P. A. Anghel, and Z. Wang, "Generalized Multi-Carrier CDMA: Unification and Equalization," Eurasip Journal of Applied Signal Processing, pp. 743-756, February 2005.
X. Cai and G. B. Giannakis, "Adaptive PSAM Accounting for Channel Estimation and Prediction Errors," IEEE Transactions on Wireless Communications, vol. 4, no. 1, pp. 246-256, January 2005.
X. Ma, M.-K. Oh, G. B. Giannakis, and D.-J. Park, "Hopping Pilots for Estimation of Frequency-Offsets and Multi-Antenna Channels in MIMO-OFDM," IEEE Transactions on Communications, vol. 53, no. 1, pp. 162-172, January 2005.
Y. Yao and G. B. Giannakis, "Blind Carrier-Frequency Offset Estimation of SISO, MIMO, and Multi-User OFDM," IEEE Transactions on Communications, vol. 53, no. 1, pp. 173-183, January 2005.
X. Cai, Y. Yao, and G. B. Giannakis, "Achievable Rates in Low-Power Relay-Links over Fading Channels," IEEE Transactions on Communications, vol. 53, no. 1, pp. 184-194, January 2005.
L. Yang and G. B. Giannakis, "Ultra-Wideband Communications: An Idea whose Time has Come," IEEE Signal Processing Magazine, vol. 21, no. 6, pp. 26-54, November 2004.
R. Wang, X. Ma, and G. B. Giannakis, "Improving the Performance of Coded FDFR Multi-Antenna Systems with Turbo-Decoding," Wireless Communications and Mobile Computing, no. 4, pp. 711-725, November 2004.
X. Cai and G. B. Giannakis, "Performance Analysis of Combined Transmit Selection Diversity and Receive Generalized Selection Combining in Rayleigh Fading channels," IEEE Transactions on Wireless Communications, vol. 3, no. 6, pp. 1980-1983, November 2004.
S. Ohno and G. B. Giannakis, "Capacity Maximizing MMSE-Optimal Pilots and Precoders for Wireless OFDM over Rapidly Fading Channels," IEEE Transactions on Information Theory, vol. 50, no. 9, pp. 2138-2145, September 2004.
S. Zhou and G. B. Giannakis, "Adaptive Modulation for Multi-Antenna Transmissions with Channel Mean Feedback," IEEE Transactions on Wireless Communications, vol. 3, no. 5, pp. 1626-1636, September 2004.
Q. Liu, S. Zhou, and G. B. Giannakis, "Cross-Layer Combining of Adaptive Modulation and Coding with Truncated ARQ over Wireless Links," IEEE Transactions on Wireless Communications, vol. 3, no. 5, pp. 1746-1755, September 2004.
S. Zhou and G. B. Giannakis, "How Accurate Channel Prediction Needs to be for Transmit-Beamforming with Adaptive Modulation over Rayleigh MIMO Channels ?," IEEE Transactions on Wireless Communications, vol. 3, no. 4, pp. 1285-1294, July 2004.
L. Yang and G. B. Giannakis, "Optimal Pilot Waveform Assisted Modulation for Ultra-Wideband Communications," IEEE Transactions on Wireless Communications, vol. 3, no. 4, pp. 1236-1249, July 2004.
W. Zhao, G. Leus, and G. B. Giannakis, "Orthogonal Design of Unitary Constellations for Uncoded and Trellis Coded Non-Coherent Space-Time Systems," IEEE Transactions on Information Theory, vol. 50, no. 6, pp. 1319-1327, June 2004.
Z. Wang, S. Zhou, and G. B. Giannakis, "Joint Coding-Precoding with Low-Complexity Turbo-Decoding," IEEE Transactions on Wireless Communications, vol. 3, no. 3, pp. 832-842, May 2004.
Z.-Q. Luo, T. N. Davidson, G. B. Giannakis, and M. K. Wong, "Transceiver Optimization for Multiple Access," IEEE Transactions on Signal Processing, vol. 52, no. 4, pp. 1037-1052, April 2004.
Z. Wang and G. B. Giannakis, "Outage Mutual Information for Space-Time MIMO Channels," IEEE Transactions on Information Theory, vol. 50, no. 4, pp. 657-662, April 2004.
Y. Larsen, G. Leus, and G. B. Giannakis, "Constant Modulus and Reduced PAPR Block Differential Encoding for Frequency-Selective Channels," IEEE Transactions on Communications, vol. 52, no. 4, pp. 622-631, April 2004.
A. Stamoulis, N. D. Sidiropoulos, and G. B. Giannakis, "Time-Varying Fair Queuing Scheduling for Multicode CDMA based on Dynamic Programming," IEEE Transactions on Wireless Communications, vol. 3, no. 2, pp. 512-523, March 2004.
G. Leus, W. Zhao, G. B. Giannakis, and H. Delic, "Space-Time Frequency Shift-Keying," IEEE Transactions on Communications, vol. 52, no. 3, pp. 346-349, March 2004.
Z. Wang, X. Ma, and G. B. Giannakis, "OFDM or Single-Carrier Block Transmissions ?," IEEE Transactions on Communications, vol. 52, no. 3, pp. 380-394, March 2004.
X. Ma, G. B. Giannakis, and B. Lu, "Block Differential Encoding for Rapidly Fading Channels," IEEE Transactions on Communications, vol. 52, no. 3, pp. 416-425, March 2004.
L. Yang and G. B. Giannakis, "Analog Space-Time Coding for Multi-Antenna Ultra-Wideband Transmissions," IEEE Transactions on Communications, vol. 52, no. 3, pp. 507-517, March 2004.
P. Xia, S. Zhou, and G. B. Giannakis, "Adaptive MIMO OFDM based on Partial Channel State Information," IEEE Transactions on Signal Processing, vol. 52, no. 1, pp. 202-213, January 2004.
S. Zhou, P. Xia, G. Leus, and G. B. Giannakis, "Chip-Interleaved Block-Spread CDMA versus DS-CDMA for Cellular Downlink: A comparative study," IEEE Transactions on Wireless Communications, vol. 3, no. 1, pp. 176-190, January 2004.
X. Cai, S. Zhou, and G. B. Giannakis, "Group-Orthogonal Multi-Carrier CDMA," IEEE Transactions on Communications, vol. 52, no. 1, pp. 90-99, January 2004.
X. Cai and G. B. Giannakis, "Error Probability Minimizing Pilots for OFDM with M-PSK Modulation over Rayleigh Fading channels," IEEE Transactions on Vehicular Technology, vol. 53, no. 1, pp. 146-155, January 2004.
X. Luo, L. Yang, and G. B. Giannakis, "Designing Optimal Pulse-Shapers for Ultra-Wideband Radios," Journal on Communications and Networks, vol. 5, no. 4, pp. 344-353, December 2003.
X. Cai and G. B. Giannakis, "Benchmarking Performance and Suppressing Inter-Carrier Interference in Wireless Mobile OFDM," IEEE Transactions on Communications, vol. 51, no. 12, pp. 2047-2056, December 2003.
L. Yang and G. B. Giannakis, "Digital-Carrier Multi-Band User Codes for Baseband UWB Multiple Access," Journal on Communications and Networks, vol. 5, no. 4, pp. 374-385, December 2003.
X. Ma and G. B. Giannakis, "Full-Diversity Full-Rate Complex-Field Space-Time Coding," IEEE Transactions on Signal Processing, vol. 51, no. 11, pp. 2917-2930, November 2003.
P. Xia, S. Zhou, and G. B. Giannakis, "Bandwidth- and Power-Efficient Multi-Carrier Multiple Access," IEEE Transactions on Communications, vol. 51, no. 11, pp. 1828-1837, November 2003.
X. Cai and G. B. Giannakis, "Two-Dimensional Channel Simulation Models for Shadow Fading Processes," IEEE Transactions on Vehicular Technology, vol. 52, no. 6, pp. 1558-1567, November 2003.
G. Leus, S. Zhou, and G. B. Giannakis, "Orthogonal Multiple Access over Time- and Frequency-Selective Fading," IEEE Transactions on Information Theory, vol. 49, no. 8, pp. 1442-1450, August 2003.
Z. Wang and G. B. Giannakis, "A Simple and General Parameterization Quantifying Performance in Fading Channels," IEEE Transactions on Communications, vol. 51, no. 8, pp. 1389-1398, August 2003.
S. Zhou and G. B. Giannakis, "Optimal Transmitter Eigen-Beamforming and Space-Time Block Coding based on Channel Correlations," IEEE Transactions on Information Theory, vol. 49, no. 7, pp. 1673-1690, July 2003.
X. Ma and G. B. Giannakis, "Maximum-Diversity Transmissions over Doubly-Selective Wireless Channels," IEEE Transactions on Information Theory, vol. 49, no. 7, pp. 1832-1840, July 2003.
C. Tepedelenlioglu, A. Abdi, and G. B. Giannakis, "The Ricean K Factor: Estimation and Performance Analysis," IEEE Transactions on Wireless Communications, vol. 2, no. 4, pp. 799-810, July 2003.
Z. Liu and G. B. Giannakis, "Block Differentially Encoded OFDM with Maximum Multipath Diversity," IEEE Transactions on Wireless Communications, vol. 2, no. 3, pp. 420-423, May 2003.
X. Ma, G. B. Giannakis, and S. Ohno, "Optimal Training for Block Transmissions over Doubly-Selective Wireless Fading Channels," IEEE Transactions on Signal Processing, vol. 51, no. 5, pp. 1351-1366, May 2003.
Z. Wang and G. B. Giannakis, "Complex-Field Coding for OFDM over Fading Wireless Channels," IEEE Transactions on Information Theory, vol. 49, no. 3, pp. 707-720, March 2003.
Y. Xin, Z. Wang, and G. B. Giannakis, "Space-Time Diversity Systems based on Linear Constellation Precoding," IEEE Transactions on Wireless Communications, vol. 2, no. 2, pp. 294-309, March 2003.
Z. Liu, Y. Xin, and G. B. Giannakis, "Linear Constellation Precoding for OFDM with Maximum Multipath Diversity and Coding Gains," IEEE Transactions on Communications, vol. 51, no. 3, pp. 416-427, March 2003.
R. Wang, Z. Wang, and G. B. Giannakis, "Combining Galois with Complex Field Coding for Space-Time Communications," European Telecommunications Transactions, vol. 14, no. 1, pp. 25-36, February 2003.
S. Zhou and G. B. Giannakis, "Single-Carrier Space-Time Block Coded Transmissions over Frequency-Selective Fading Channels," IEEE Transactions on Information Theory, vol. 49, no. 1, pp. 164-179, January 2003.
T. Jiang, N. D. Sidiropoulos, and G. B. Giannakis, "Kalman Filtering for Power Estimation in Mobile Communications," IEEE Transactions on Wireless Communications, vol. 2, no. 1, pp. 151-161, January 2003.
L. Yang and G. B. Giannakis, "Multi-Stage Block-Spreading for Impulse Radio Multiple Access through ISI channels," IEEE Journal on Selected Areas in Communications, vol. 20, no. 9, pp. 1767-1777, December 2002.
B. Muquet, Z. Wang, G. B. Giannakis, M. de Courville, and P. Duhamel, "Cyclic Prefix or Zero-Padding for Multi-Carrier Transmissions?," IEEE Transactions on Communications, vol. 50, no. 12, pp. 2136-2148, December 2002.
S. Ohno and G. B. Giannakis, "Optimal Training and Redundant Precoding for Block Transmissions with Application to Wireless OFDM," IEEE Transactions on Communications, vol. 50, no. 12, pp. 2113-2123, December 2002.
B. Muquet, P. Magniez, P. Duhamel, M. de Courville, and G. B. Giannakis, "Turbo-Demodulation of Zero-Padded OFDM," IEEE Transactions on Communications, vol. 50, no. 11, pp. 1725-1728, November 2002.
X. Ma and G. B. Giannakis, "Complex Field Coded MIMO Systems: Performance, Rate, and Tradeoffs," Wireless Communications and Mobile Computing, pp. 693-717, November 2002.
Z. Liu, Y. Xin, and G. B. Giannakis, "Space-Time-Frequency Coded OFDM over Frequency-Selective Fading Channels," IEEE Transactions on Signal Processing, vol. 50, no. 10, pp. 2465-2476, October 2002.
S. Zhou and G. B. Giannakis, "Optimal Transmitter Eigen-Beamforming and Space-Time Block Coding based on Channel Mean Feedback," IEEE Transactions on Signal Processing, vol. 50, no. 10, pp. 2599-2613, October 2002.
S. Ohno and G. B. Giannakis, "Average-Rate Optimal PSAM Transmissions over Time-Selective Fading Channels," IEEE Transactions on Wireless Communications, vol. 1, no. 4, pp. 712-720, October 2002.
C. Le Martret and G. B. Giannakis, "All-Digital Impulse Radio for Wireless Cellular Systems," IEEE Transactions on Communications, vol. 50, no. 9, pp. 1440-1450, September 2002.
P. Ciblat, P. Loubaton, E. Serpedin, and G. B. Giannakis, "Asymptotic Analysis of Blind Cyclic Correlation Based Symbol Rate Estimators," IEEE Transactions on Information Theory, vol. 48, pp. 1922-1934, July 2002.
A. Scaglione, P. Stoica, S. Barbarossa, G. B. Giannakis, and H. Sampath, "Optimal Designs for Space-Time Linear Precoders and Equalizers," IEEE Transactions on Signal Processing, vol. 50, pp. 1051-1064, May 2002.
H. Li, X. Lu, and G. B. Giannakis, "Capon Multiuser Receiver for CDMA Systems with Space-Time Coding," IEEE Transactions on Signal Processing, vol. 50, pp. 1193-1204, May 2002.
S. Zhou, B. Muquet, and G. B. Giannakis, "Subspace-based (Semi-) Blind Channel Estimation for Block Precoded Space-Time OFDM," IEEE Transactions on Signal Processing, vol. 50, pp. 1215-1228, May 2002.
Y. Xin and G. B. Giannakis, "High-Rate Space-Time Layered OFDM," IEEE Communications Letters, vol. 6, no. 5, pp. 187-189, May 2002.
S. Zhou, G. B. Giannakis, and A. Swami, "Digital Multi-Carrier Spread-Spectrum versus Direct-Sequence Spread-Spectrum for Resistance to Jamming and Multipath," IEEE Transactions on Communications, vol. 50, no. 4, pp. 643-655, April 2002.
A. Stamoulis and G. B. Giannakis, "Deterministic Time-Varying Packet Fair Queueing for Integrated Services Networks," Journal of VLSI Signal Processing, vol. 30, no. 1-3, pp. 71-87, March 2002.
S. Barbarossa, A. Scaglione, and G. B. Giannakis, "Performance Analysis of a Deterministic Channel Estimator for Block Transmission Systems with Null Guard Intervals," IEEE Transactions on Signal Processing, vol. 50, no. 3, pp. 684-695, March 2002.
Z. Liu, X. Ma, and G. B. Giannakis, "Space-Time Coding and Kalman Filtering for Diversity Transmissions through Time-Selective Fading Channels," IEEE Transactions on Communications, vol. 50, no. 2, pp. 183-186, February 2002.
S. Zhou, G. B. Giannakis, and C. Le Martret, "Chip-Interleaved Block-Spread Code Division Multiple Access," IEEE Transactions on Communications, vol. 50, no. 2, pp. 235-248, February 2002.
S. Barbarossa, M. Pompili, and G. B. Giannakis, "Channel-Independent Synchronization of Orthogonal Frequency Division Multiple Access Systems," IEEE Journal on Selected Areas in Communications, vol. 20, no. 2, pp. 474-486, February 2002.
A. Stamoulis, Z. Liu, and G. B. Giannakis, "Space-Time Coded Generalized Multicarrier CDMA with Block-Spreading for Multirate Services," IEEE Transactions on Signal Processing, vol. 50, no. 1, pp. 119-129, January 2002.
P. Ciblat, P. Loubaton, E. Serpedin, and G. B. Giannakis, "Performance of Blind Carrier-Offset Estimation for non-Circular Transmissions through Frequency-Selective Channels," IEEE Transactions on Signal Processing, vol. 50, no. 1, pp. 130-140, January 2002.
X. Ma, C. Tepedelenlioglu, G. B. Giannakis, and S. Barbarossa, "Non-Data Aided Carrier-Offset Estimators for OFDM with Null Sub-Carriers: Identifiability, Algorithms, and Performance," IEEE Journal on Selected Areas in Communications, vol. 19, no. 12, pp. 2504-2515, December 2001.
Z. Wang and G. B. Giannakis, "Block-Precoding for MUI/ISI-Resilient Generalized Multi-Carrier CDMA with Multirate Capabilities," IEEE Transactions on Communications, vol. 49, no. 11, pp. 2016-2027, November 2001.
S. Zhou and G. B. Giannakis, "Space-Time Coding with Maximum Diversity Gains over Frequency-Selective Fading Channels," IEEE Signal Processing Letters, vol. 8, no. 10, pp. 269-272, October 2001.
Z. Liu, G. B. Giannakis, and B. L. Hughes, "Double Differential Space-Time Block Coding For Time-Varying Fading Channels," IEEE Transactions on Communications, vol. 49, no. 9, pp. 1529-1539, September 2001.
F. Gini, G. B. Giannakis, M. Greco, and G. T. Zhou, "Time-Averaged Subspace Methods for Radar Clutter Texture Retrieval," IEEE Transactions on Signal Processing, vol. 49, no. 9, pp. 1886-1898, September 2001.
E. Serpedin, P. Ciblat, G. B. Giannakis, and P. Loubaton, "Performance Analysis of Blind Carrier Phase Estimators for general QAM constellations," IEEE Transactions on Signal Processing, vol. 49, no. 8, pp. 1816-1823, August 2001.
S. Zhou and G. B. Giannakis, "Finite-Alphabet based Channel Estimation for OFDM and related Multi-Carrier Systems," IEEE Transactions on Communications, vol. 49, no. 8, pp. 1402-1414, August 2001.
E. G. Larsson, G. Liu, J. Li, and G. B. Giannakis, "Joint Symbol Timing and Channel Estimation for OFDM Based WLANs," IEEE Communications Letters, vol. 5, no. 8, pp. 325-327, August 2001.
C. Tepedelenlioglu and G. B. Giannakis, "On Velocity Estimation and Correlation Properties of Narrow Band Communication Channels," IEEE Transactions on Vehicular Technology, vol. 50, no. 4, pp. 1039-1052, July 2001.
Z. Liu, G. B. Giannakis, S. Barbarossa, and A. Scaglione, "Transmit-Antennae Space-Time Block Coding for Generalized OFDM in the Presence of Unknown Multipath," IEEE Journal on Selected Areas in Communications, vol. 19, no. 7, pp. 1352-1364, July 2001.
C. Tepedelenlioglu, A. Abdi, G. B. Giannakis, and M. Kaveh, "Estimation of Doppler Spread and Signal Strength in Mobile Communications with Applications to Handoff and Adaptive Transmission," Wireless Communications and Mobile Computing, vol. 1, no. 2, pp. 221-242, Wiley, June 2001.
Z. Liu and G. B. Giannakis, "Space-Time Block Coded Multiple Access through Frequency-Selective Fading Channels," IEEE Transactions on Communications, vol. 49, no. 6, pp. 1033-1044, June 2001.
S. Zhou, G. B. Giannakis, and A. Scaglione, "Long Codes for Generalized FH-OFDMA in Unknown Multipath," IEEE Transactions on Communications, vol. 49, no. 4, pp. 721-733, April 2001.
Z. Liu, G. B. Giannakis, B. Muquet, and S. Zhou, "Space-Time Coding for Broadband Wireless Communications," Wireless Communications and Mobile Computing, vol. 1, no. 1, pp. 33-53, Wiley, March 2001.
J. Li, G. Liu, and G. B. Giannakis, "Carrier Frequency Offset Estimation for OFDM based WLANs," IEEE Signal Processing Letters, vol. 8, pp. 80-82, March 2001.
A. Abdi, C. Tepedelenlioglu, M. Kaveh, and G. B. Giannakis, "On the Estimation of the K-parameter for the Rice Fading Distribution," IEEE Communication Letters, vol. 5, no. 3, pp. 92-94, March 2001.
G. B. Giannakis and E. Serpedin, "A bibliography on nonlinear system identification and its applications in signal processing, communications and biomedical engineering," Signal Processing - EURASIP, vol. 81, no. 3, pp. 533-580, Elsevier Science B.V, March 2001.
A. Stamoulis, G. B. Giannakis, and A. Scaglione, "Block FIR Decision-Feedback Equalizers for Filterbank Precoded Transmissions with Blind Channel Estimation Capabilities," IEEE Transactions on Communications, vol. 49, no. 1, pp. 69-83, January 2001.
G. B. Giannakis, A. Stamoulis, Z. Wang, and P. A. Anghel, "Load-Adaptive MUI/ISI-Resilient Generalized Multi-Carrier with DF Receivers and Blind Estimation Capabilities," European Telecommunications Transactions, vol. 11, no. 6, pp. 527-537, December 2000.
G. B. Giannakis, Z. Wang, A. Scaglione, and S. Barbarossa, "AMOUR -- Generalized Multicarrier Transceivers for Blind CDMA regardless of Multipath," IEEE Transactions on Communications, vol. 48, no. 12, pp. 2064-2076, December 2000.
G. B. Giannakis and R. W. Heath, "Blind identification of multichannel FIR blurs and perfect image restoration," IEEE Transactions on Image Processing, vol. 9, no. 11, pp. 1877-1896, November 2000.
N. D. Sidiropoulos, R. Bro, and G. B. Giannakis, "Parallel Factor Analysis in Sensor Array Processing," IEEE Transactions on Signal Processing, vol. 48, no. 8, pp. 2377-2388, August 2000.
E. Serpedin, A. Chevreuil, G. B. Giannakis, and P. Loubaton, "Blind channel and frequency-offset/Doppler estimation using periodic modulation precoders," IEEE Transactions on Signal Processing, vol. 48, no. 8, pp. 2389-2405, August 2000.
C. Tepedelenlioglu and G. B. Giannakis, "Transmitter Redundancy for Blind Estimation and Equalization of Time- and Frequency-Selective Channels," IEEE Transactions on Signal Processing, vol. 48, no. 7, pp. 2029-2043, July 2000.
A. Scaglione, G. B. Giannakis, and S. Barbarossa, "Lagrange/Vandermonde MUI Eliminating User Codes for Quasi-Synchronous CDMA in Unknown Multipath," IEEE Transactions on Signal Processing, vol. 48, no. 7, pp. 2057-2073, July 2000.
A. Chevreuil, E. Serpedin, P. Loubaton, and G. B. Giannakis, "Blind channel identification and equalization using non-redundant periodic modulation precoders: performance analysis," IEEE Transactions on Signal Processing, vol. 48, no. 6, pp. 1570-1586, June 2000.
Z. Wang and G. B. Giannakis, "Wireless Multicarrier Communications: Where Fourier Meets Shannon," IEEE Signal Processing Magazine, vol. 17, no. 3, pp. 29-48, May 2000.
G. B. Giannakis, "Signal Processing Advances in Wireless and Mobile Communications," IEEE Signal Processing Magazine, vol. 17, no. 3, pp. 14-15, May 2000.
N. D. Sidiropoulos, G. B. Giannakis, and R. Bro, "Blind PARAFAC Receivers for DS-CDMA Systems," IEEE Transactions on Signal Processing, vol. 48, pp. 810-823, March 2000.
A. Scaglione, G. B. Giannakis, and S. Barbarossa, "Redundant Filterbank Precoders and Equalizers, Part I: Unification and Optimal Designs," IEEE Transactions on Signal Processing, vol. 47, pp. 1988-2006, July 1999.
A. Scaglione, G. B. Giannakis, and S. Barbarossa, "Redundant Filterbank Precoders and Equalizers, Part II: Blind Channel Estimation, Synchronization, and Direct Equalization," IEEE Transactions on Signal Processing, vol. 47, pp. 2007-2022, July 1999.
O. Besson, G. B. Giannakis, and F. Gini, "Improved Estimation of Hyperbolic Frequency Modulated Chirp Signals," IEEE Transactions on Signal Processing, vol. 47, pp. 1384-1388, May 1999.
A. Scaglione, S. Barbarossa, and G. B. Giannakis, "Filterbank Transceivers Optimizing Information Rate in Block Transmissions over Dispersive Channels," IEEE Transactions on Information Theory, vol. 45, no. 3, pp. 1019-1032, April 1999.
R. W. Heath and G. B. Giannakis, "Exploiting Input Cyclostationarity for Blind Channel Identification in OFDM Systems," IEEE Transactions on Signal Processing, vol. 47, pp. 848-856, March 1999.
G. B. Giannakis, "Highlights of Signal Processing for Communications," IEEE Signal Processing Magazine, vol. 16, pp. 14-50, March 1999.
F. Gini and G. B. Giannakis, "Hybrid FM-Polynomial Phase Signal Modeling: Estimation and Performance Analysis," IEEE Transactions on Signal Processing, vol. 47, no. 2, pp. 363-377, February 1999.
E. Serpedin and G. B. Giannakis, "A simple proof of a known blind channel identifiability result," IEEE Transactions on Signal Processing, vol. 47, no. 2, pp. 591-593, February 1999.
A. Scaglione and G. B. Giannakis, "Design of user codes in QS-CDMA systems for MUI elimination in unknown multipath," IEEE Communication Letters, pp. 25-27, February 1999.
G. B. Giannakis and C. Tepedelenlioglu, "Direct blind equalizers of multiple FIR channels: A deterministic approach," IEEE Transactions on Signal Processing, vol. 47, pp. 62-74, January 1999.
F. Gini and G. B. Giannakis, "Generalized differential encoding: A nonlinear signal processing framework," IEEE Transactions on Signal Processing, vol. 46, no. 11, pp. 2967-2974, November 1998.
H. Liu and G. B. Giannakis, "Deterministic approaches for blind equalization of time-varying channels with antenna arrays," IEEE Transactions on Signal Processing, vol. 46, no. 11, pp. 3003-3013, November 1998.
G. B. Giannakis and E. Serpedin, "Blind Identification of ARMA Models with Periodically Modulated Inputs," IEEE Transactions on Signal Processing, vol. 46, no. 11, pp. 3099-3104, November 1998.
G. B. Giannakis and C. Tepedelenlioglu, "Basis Expansion Models and Diversity Techniques for Blind Equalization of Time-Varying Channels," Proceedings of the IEEE, vol. 86, pp. 1969-1986, October 1998.
G. B. Giannakis, "Channel Estimation and Equalization," IEEE Signal Processing Magazine, vol. 15, no. 5, pp. 21-64, A. O. Hero, Editor for Highlights of Statistical Signal and Array Processing, September 1998.
W. Chen, G. B. Giannakis, and N. Nandhakumar, "A harmonic retrieval framework for discontinuous motion estimation," IEEE Transactions on Image Processing, vol. 7, pp. 1242-1257, September 1998.
E. Serpedin and G. B. Giannakis, "Blind Channel Identification and Equalization using Modulation Induced Cyclostationarity," IEEE Transactions on Signal Processing, vol. 46, pp. 1930-1944, July 1998.
T. J. Endres, S. D. Halford, C. R. Johnson Jr., and G. B. Giannakis, "Simulated comparisons of blind equalization algorithms for cold start-up applications," International Journal of Adaptive Control and Signal Processing, vol. 12, no. 3, pp. 283-301, May 1998.
S. Barbarossa, A. Scaglione, and G. B. Giannakis, "Product high-order ambiguity function for multicomponent polynomial phase signal modeling," IEEE Transactions on Signal Processing, vol. 46, pp. 691-708, March 1998.
F. Gini and G. B. Giannakis, "Frequency Offset and Symbol Timing Recovery in Flat Fading Channels: A Cyclostationary Approach," IEEE Transactions on Communications, vol. 46, pp. 400-411, March 1998.
M. K. Tsatsanis and G. B. Giannakis, "Subspace methods for blind identification of time-varying FIR channels," IEEE Transactions on Signal Processing, vol. 45, pp. 3084-3093, December 1997.
S. Shamsunder and G. B. Giannakis, "Multichannel blind signal separation and reconstruction," IEEE Transactions on Speech and Audio Processing, vol. 5, no. 6, pp. 515-528, November 1997.
G. B. Giannakis and S. D. Halford, "Blind fractionally-spaced equalization of noisy FIR channels: direct and adaptive solutions," IEEE Transactions on Signal Processing, vol. 45, pp. 2277-2292, September 1997.
M. K. Tsatsanis and G. B. Giannakis, "Transmitter Induced Cyclostationarity for Blind Channel Equalization," IEEE Transactions on Signal Processing, vol. 45, pp. 1785-1794, July 1997.
G. B. Giannakis and S. D. Halford, "Asymptotically Optimal Blind Fractionally-Spaced Channel Estimation and Performance Analysis," IEEE Transactions on Signal Processing, vol. 45, pp. 1815-1830, July 1997.
A. Swami, G. B. Giannakis, and G. Zhou, "Bibliography on Higher-Order Statistics," Signal Processing, vol. 60, pp. 65-126, Elsevier Science Publ. B.V, July 1997.
G. B. Giannakis, "Filterbanks for blind channel identification and equalization," IEEE Signal Processing Letters, vol. 4, pp. 184-187, June 1997.
M. K. Tsatsanis and G. B. Giannakis, "Blind estimation of direct sequence spread spectrum signals in multipath," IEEE Transactions on Signal Processing, vol. 45, pp. 1241-1252, May 1997.
G. B. Giannakis and E. Serpedin, "Linear multichannel blind equalizers of nonlinear FIR Volterra channels," IEEE Transactions on Signal Processing, vol. 45, pp. 67-81, January 1997.
M. K. Tsatsanis and G. B. Giannakis, "Optimal linear receivers for DS-CDMA systems: a signal processing approach," IEEE Transactions on Signal Processing, vol. 44, no. 12, pp. 3044-3055, December 1996.
W. Chen, G. B. Giannakis, and N. Nandhakumar, "Spatio-temporal approach for time-varying image motion estimation," IEEE Transactions on Image Processing, vol. 10, pp. 1448-1461, October 1996.
T. E. Hall and G. B. Giannakis, "Image modeling using inverse filtering criteria with application to texture classification," IEEE Trans. on Image Processing, vol. 5, pp. 938-949, June 1996.
M. K. Tsatsanis and G. B. Giannakis, "Equalization of rapidly fading channels: Self recovering methods," IEEE Transactions on Communications, vol. 44, no. 5, pp. 619-630, May 1996.
G. Zhou and G. B. Giannakis, "Polyspectral analysis of mixed processes and coupled harmonics," IEEE Transactions on Information Theory, vol. 42, no. 3, pp. 943-958, May 1996.
G. Zhou, G. B. Giannakis, and A. Swami, "On polynomial phase signals with time-varying amplitudes," IEEE Trans. on Signal Processing, vol. 44, no. 4, pp. 848-861, April 1996.
A. V. Dandawate and G. B. Giannakis, "Modeling (almost) periodic moving average processes using cyclic statistics," IEEE Transactions on Signal Processing, vol. 44, pp. 673-684, March 1996.
M. K. Tsatsanis and G. B. Giannakis, "Modeling and equalization of rapidly fading channels," International Journal of Adaptive Control and Signal Processing, vol. 10, no. 2/3, pp. 159-176, March 1996.
A. Delopoulos and G. B. Giannakis, "Cumulant based identification of noisy closed loop systems," International Journal of Adaptive Control and Signal Processing, vol. 10, no. 2/3, pp. 303-317, March 1996.
J. M. M. Anderson and G. B. Giannakis, "Noisy input output system identification using cumulants and the Steiglitz-McBride algorithm," IEEE Trans. on Signal Processing, vol. 44, no. 4, pp. 1021-1024, February 1996.
M. K. Tsatsanis, G. B. Giannakis, and G. Zhou, "Estimation and equalization of fading channels with random coefficients," Signal Processing, vol. 53, no. 2/3, pp. 211-229, 1996.
G. B. Giannakis and A. Delopoulos, "Cumulant based autocorrelation estimates of non-Gaussian linear processes," Signal Processing, vol. 47, no. 1, pp. 1-17, November 1995.
J. M. M. Anderson and G. B. Giannakis, "2-d harmonic retrieval using higher-order statistics," Multidimensional Systems and Signal Processing, vol. 6, no. 4, pp. 313-331, October 1995.
G. B. Giannakis and G. Zhou, "Harmonics in multiplicative and additive noise: parameter estimation using cyclic statistics," IEEE Transactions on Signal Processing, vol. 43, no. 9, pp. 2217-2221, September 1995.
M. K. Tsatsanis and G. B. Giannakis, "Principal component filter banks for optimal multiresolution analysis," IEEE Transactions on Signal Processing, vol. 43, no. 8, pp. 1766-1777, August 1995.
J. M. M. Anderson, G. B. Giannakis, and A. Swami, "Harmonic retrieval using higher-order statistics: a deterministic formulation," IEEE Transactions on Signal Processing, vol. 43, no. 8, pp. 1880-1889, August 1995.
T. E. Hall and G. B. Giannakis, "Bispectral analysis and model validation of texture images," IEEE Transactions on Image Processing, vol. 4, no. 7, pp. 996-1009, July 1995.
B. Sadler, G. B. Giannakis, and S. Shamsunder, "Noise subspace techniques in non-Gaussian noise using cumulants," IEEE Trans. on Aerospace and Electronic Systems, vol. 31, no. 3, pp. 1009-1018, July 1995.
G. Zhou and G. B. Giannakis, "Harmonics in multiplicative and additive noise: performance analysis of cyclic estimators," IEEE Transactions on Signal Processing, vol. 43, no. 6, pp. 1445-1460, June 1995.
G. B. Giannakis, "Polyspectral and cyclostationary approaches for identification of closed loop systems," IEEE Trans. on Auto. Control, vol. 40, pp. 882-885, May 1995.
G. Zhou and G. B. Giannakis, "Retrieval of self coupled harmonics," IEEE Transactions on Signal Processing, vol. 43, pp. 1173-1186, May 1995.
G. Zhou and G. B. Giannakis, "Harmonics in Gaussian multiplicative and additive noise: Cramer-Rao bounds," IEEE Transactions on Signal Processing, vol. 43, pp. 1217-1231, May 1995.
J. M. M. Anderson and G. B. Giannakis, "Noise insensitive image motion estimation using cumulants," IEEE Transactions on Image Processing, vol. 4, no. 3, pp. 346-357, March 1995.
S. Shamsunder, G. B. Giannakis, and B. Friedlander, "Estimating random amplitude polynomial phase signals: a cyclostationary approach," IEEE Trans. on Signal Processing, vol. 43, pp. 492-505, February 1995.
A. V. Dandawate and G. B. Giannakis, "Asymptotic theory of mixed time averages and kth-order cyclic moment and cumulant statistics," IEEE Transactions on Information Theory, vol. 41, pp. 216-232, January 1995.
G. B. Giannakis and M. K. Tsatsanis, "Time-domain tests for Gaussianity and time-reversibility," IEEE Trans. on Signal Processing, vol. 42, pp. 3460-3472, December 1994.
B. Sadler, G. B. Giannakis, and K.-S. Lii, "Estimation and detection in the presence of non-Gaussian noise," IEEE Transactions on Signal Processing, vol. 42, no. 10, pp. 2729-2741, October 1994.
S. Shamsunder and G. B. Giannakis, "Signal selective localization of non-Gaussian cyclostationary sources," IEEE Transactions on Signal Processing, vol. 42, no. 10, pp. 2860-2863, October 1994.
G. Zhou and G. B. Giannakis, "On estimating random amplitude modulated harmonics using higher-order spectra," IEEE Journal of Oceanic Engineering, vol. 19, no. 4, pp. 529-539, October 1994.
A. V. Dandawate and G. B. Giannakis, "Statistical tests for presence of cyclostationarity," IEEE Transactions on Signal Processing, vol. 42, no. 9, pp. 2355-2369, September 1994.
G. B. Giannakis and G. Zhou, "Parameter estimation of cyclostationary amplitude modulated time series with application to missing observations," IEEE Transactions on Signal Processing, vol. 42, no. 9, pp. 2408-2419, September 1994.
A. Delopoulos and G. B. Giannakis, "Consistent identification of stochastic linear systems with noisy input output data," Automatica, vol. 30, no. 8, pp. 1271-1294, August 1994.
S. Shamsunder and G. B. Giannakis, "Detection and estimation of non-Gaussian sources using higher-order statistics," IEEE Transactions on Signal Processing, vol. 42, pp. 1145-1155, May 1994.
A. Swami, G. B. Giannakis, and S. Shamsunder, "Multichannel ARMA Processes," IEEE Transactions on Signal Processing, vol. 42, pp. 898-913, April 1994.
G. Zhou and G. B. Giannakis, "On statistical models for classification and synthesis of textures," Optical Engineering, vol. 33, no. 2, pp. 556-565, February 1994.
A. V. Dandawate and G. B. Giannakis, "Nonparametric polyspectral estimators for kth-order (almost) cyclostationary processes," IEEE Transactions on Information Theory, vol. 40, no. 1, pp. 67-84, January 1994.
M. K. Tsatsanis and G. B. Giannakis, "Time-varying system identification and model validation using wavelets," IEEE Transactions on Signal Processing, vol. 41, pp. 3512-3523, December 1993.
A. V. Dandawate and G. B. Giannakis, "Differential Delay-Doppler estimation using second and higher-order ambiguity functions," IEE Proceedings - Part F, Radar and Signal Processing, vol. 140, no. 6, pp. 410-418, December 1993.
A. V. Dandawate and G. B. Giannakis, "Non-parametric cyclic polyspectral analysis of amplitude modulated signals and processes with missing observations," IEEE Transactions on Information Theory, vol. 39, no. 6, pp. 1864-1876, November 1993.
S. Shamsunder and G. B. Giannakis, "Modeling of non-Gaussian array data using cumulants : DOA estimation of more sources with less sensors," Signal Processing, vol. 30, no. 3, pp. 279-297, February 1993.
B. Sadler, G. B. Giannakis, and D. J. Smith, "Acousto-optic estimation of correlations and spectra using triple correlations and bispectra," Optical Engineering, vol. 31, no. 10, pp. 2139-2147, October 1992.
A. Delopoulos and G. B. Giannakis, "Strongly consistent identification algorithms and noise insensitive MSE criteria," IEEE Trans. on Signal Processing, vol. 40, no. 8, pp. 1955-1970, August 1992.
G. B. Giannakis and A. Swami, "Identifiability of general ARMA processes using linear cumulant-based estimators," Automatica, vol. 38, no. 4, pp. 771-779, July 1992.
M. K. Tsatsanis and G. B. Giannakis, "Object and texture classification using higher-order statistics," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. PAMI-14, pp. 733-750, July 1992.
G. B. Giannakis and A. Swami, "Authors' reply to `Counterexamples to: on estimating non-causal non-minimum phase ARMA models of non-Gaussian processes," IEEE Trans. on Signal Processing, vol. 40, pp. 1013-1015, April 1992.
G. B. Giannakis and M. K. Tsatsanis, "A unifying maximum - likelihood view of cumulant and polyspectral measures for non-Gaussian signal classification and estimation," IEEE Trans. on Information Theory, vol. 38, pp. 386-406, March 1992.
B. Sadler and G. B. Giannakis, "Shift and rotation invariant object reconstruction using the bispectrum," Journal of the Optical Society of America A, vol. 9, pp. 57-69, January 1992.
G. B. Giannakis and A. V. Dandawate, "Higher-order statistics based input/output system identification and application to noise cancellation," Circuits, Systems, and Signal Processing, vol. 10, no. 4, pp. 485-511, October 1991.
M. Rangoussi and G. B. Giannakis, "FIR modeling using log-bispectra: Weighted least-squares algorithms and performance analysis," IEEE Trans. on Circuits and Systems, vol. 38, pp. 281-296, March 1991.
G. B. Giannakis, "Signal reconstruction from multiple correlations: Frequency- and time-domain approaches: Author's reply," Journal of the Optical Society of America A, (Communication), vol. 8, pp. 454-455, February 1991.
G. B. Giannakis and J. M. Mendel, "Cumulant based order determination of non-Gaussian ARMA models," IEEE Trans. on Acoustics Speech and Signal Processing, vol. 38, pp. 1411-1423, August 1990.
G. B. Giannakis and M. K. Tsatsanis, "Signal detection and classification using matched filtering and higher-order statistics," IEEE Trans. on Acoustics Speech and Signal Processing, vol. 38, pp. 1284-1296, July 1990.
A. Swami, G. B. Giannakis, and J. M. Mendel, "Linear modeling of multidimensional non-Gaussian processes using cumulants," Multidimensional Systems and Signal Processing, vol. 1, pp. 11-37, March 1990.
G. B. Giannakis and A. Swami, "On estimating non-causal non-minimum phase ARMA models of non Gaussian processes," IEEE Trans. on Acoustics Speech and Signal Processing, vol. 38, pp. 478-495, March 1990.
G. B. Giannakis, "On the identifiability of non-Gaussian ARMA models using cumulants," IEEE Trans. on Automatic Control, vol. 35, pp. 18-26, January 1990.
G. B. Giannakis, Y. Inouye, and J. M. Mendel, "Cumulant based identification of multichannel moving-average models," IEEE Trans. on Automatic Control, vol. 34, no. 7, pp. 783-787, July 1989.
G. B. Giannakis, "Wavelet parameter and phase estimation using cumulant slices," IEEE Trans. on Geoscience and Remote Sensing, vol. 27, no. 4, pp. 452-455, July 1989.
G. B. Giannakis, J. M. Mendel, and X. F. Zhao, "A Fast maximum-likelihood Detector for Estimating Sparse Spike Sequences," IEEE Trans. on Geoscience and Remote Sensing, vol. 27, no. 3, pp. 344-351, May 1989.
G. B. Giannakis, "Signal reconstruction from multiple correlations: Frequency- and time-domain approaches," Journal of the Optical Society of America A, vol. 6, no. 5, pp. 682-697, May 1989.
G. B. Giannakis and J. M. Mendel, "Identification of Non-Minimum Phase Systems using Higher-Order Statistics," IEEE Trans. on Acoustics Speech and Signal Processing, vol. 37, no. 3, pp. 360-377, March 1989.
G. B. Giannakis and J. M. Mendel, "Entropy Interpretation of Maximum Likelihood Deconvolution," Geophysics, vol. 52, no. 12, pp. 1621-1630, December 1987.
G. B. Giannakis, "Cumulants: A powerful tool in signal processing," Proceedings of the IEEE, (Letters), pp. 1333-1334, September 1987.

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