# CUDA-Optimized GPU Acceleration of 3 GPP 3D Channel Model Simulations for 5G Network Planning
## 5 Channel Emulator Acceleration on GPU
Available online: [[https://www.itu.int/pub/R-REP-M-2412-2017](https://www.itu.int/pub/R-REP-M-2412-2017)]([https://www.itu.int/pub/R-REP-M-2412-2017](https://www.itu.int/pub/R-REP-M-2412-2017)) (accessed on 2 June 2023). * (9) [PERSON]; [PERSON]; [PERSON] [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] [PERSON] The COST 2100 MIMO channel model. _IEEE Wirel. Commun._**2012**, _19_, 92-99. [CrossRef][PERSON]; [PERSON]; [PERSON]; [PERSON] [PERSON]; [PERSON]; [PERSON]; [PERSON] [PERSON]; [PERSON] [PERSON]; [PERSON] Quasi-deterministic millimeter-wave channel models in MiWEBA. _EURASIP J. Wirel. Commun. Netw._**2016**, _2016_, 84. [CrossRef]
* _[PERSON] et al. (2015)_ [PERSON]; [PERSON] [PERSON]; [PERSON] [PERSON]; [PERSON] [PERSON]; [PERSON] [PERSON]; [PERSON] [PERSON]; [PERSON] [PERSON]; [PERSON] [PERSON]; [PERSON] [PERSON]; [PERSON] Deliverable D1.4 METIS Channels Model Models. ICT-317669-METIS/D14. ver 3. 2015. Available online: [[https://www.google.co.uk/url?sa=t&ret=j&q=se&resc=s&cov=web&cd=&ved=2](https://www.google.co.uk/url?sa=t&ret=j&q=se&resc=s&cov=web&cd=&ved=2) ahUKEwjj9 eGsmqmAAXXYUPUHHem7 Ak4 QFn]([https://www.google.co.uk/url?sa=t&ret=j&q=se&resc=s&cov=web&cd=&ved=2](https://www.google.co.uk/url?sa=t&ret=j&q=se&resc=s&cov=web&cd=&ved=2) ahUKEwjj9 eGsmqmAAXXYUPUHHem7 Ak4 QFn) oECBEQAQ&url=https%3A%2F%2 Fn2 metis2020.com%2 Fwp-content%2 FuPoluods%2 Fdeliverables%2 FMETIS_D1_4_v1.0.pdfse usg=AOvVav3%2 tN0b1 nmB4 aS2 DF56 WSXOZ&opi=89978449 (accessed on 9 July 2023). * ETSI (2020) ETSI. _5G; Study on Channel Model for Frequencies from 0.5 to 100 GHz (3 GPP TR 38.901 Version 16.1.0 Release 16)_; ETSI: Sophia-Antipolis, France, 2020. Available online: [https://portal.3 gpp.org/desktopmodules/Specifications/SpecificationDetails.aspx? ](https://portal.3 gpp.org/desktopmodules/Specifications/SpecificationDetails.aspx?) specificationId=3173 (accessed on 2 June 2023). * [PERSON] et al. (2017) [PERSON]; [PERSON]; [PERSON] A novel millimeter-wave channel simulator and applications for 5G wireless communications. In Proceedings of the 2017 IEEE International Conference on Communications (ICC), Paris, France, 21-25 May 2017; pp. 1-7. * _[PERSON] et al. (2017)_ [PERSON]; [PERSON] [PERSON]; [PERSON]; [PERSON] [PERSON]; [PERSON] An explicit ground reflection model for mm-wave channels. In Proceedings of the 2017 IEEE Wireless Communications and Networking Conference Workshops (WCNCW), San Francisco, CA, USA, 19-22 March 2017; pp. 1-5. * _[PERSON] et al. (2019)_ [PERSON]; [PERSON]; [PERSON]; [PERSON] A millimeter-wave channel simulator NYUSIM with spatial consistency and human blockage. In Proceedings of the 2019 IEEE Global Communications Conference (GLOBECOM), Waikoloa, HI, USA, 9-13 December 2019; pp. 1-6. * _[PERSON] et al. (2018)_ [PERSON]; [PERSON] [PERSON]; [PERSON]; [PERSON] Efficient sum-of-sinusoids-based spatial consistency for the 3 GPP new-radio channel model. In Proceedings of the 2018 IEEE Globecom Workshops (GC Wkshps), Abu Dhabi, United Arab Emirates, 9-13 December 2018; pp. 1-7. * _[PERSON] et al. (2019)_ [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] A stochastic channel model with dual mobility for 5G massive networks. _IEEE Access_**2019**, \(7\), 149971-149987. [CrossRef]
* _[PERSON] et al. (2018)_ [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Real-time geometry-based wireless channel emulation. _IEEE Trans. Veh. Technol._**2018**, _68_, 1631-1645. [CrossRef]
* _[PERSON] et al. (2022)_ [PERSON]; [PERSON]; [PERSON] [PERSON]; [PERSON] [PERSON]; [PERSON] [PERSON] FPGA Acceleration of 3 GPP Channel Model Emulator for 5G New Radio. _IEEE Access_**2022**, _10_, 119386-119401. [CrossRef]
* _[PERSON] et al. (2009)_ [PERSON]; [PERSON]; [PERSON]; [PERSON] A novel architecture using NVIDIA CUDA to speed up simulation of multi-path fast fading channels. In Proceedings of the VTC Spring 2009-IEEE 69 th Vehicular Technology Conference, Barcelona, Spain, 6-29 April 2009; pp. 1-5. * _[PERSON] et al.