Tag Counting and Monitoring in Large-Scale RFID Systems [electronic resource] : Theoretical Foundations and Algorithm Design /
Yu, Jihong.author.
Chen, Lin.author.
This book provides a comprehensive treatment of the theoretical foundation and algorithmic tools necessary in the design of efficient tag counting and monitoring algorithms in emerging RFID systems. The book delivers an in-depth analysis on the following problems ranging from theoretical modeling and analysis, to practical algorithm design and optimization: Stability analysis of the frame slotted Aloha protocol, the de facto standard in RFID tag counting and identification; Tag population estimation in dynamic RFID systems; Missing tag event detection in the presence of unexpected tags; Missing tag event detection in multi-group multi-region RFID systems. The target readers are researchers and advanced-level engineering students interested in acquiring in-depth knowledge on the topic and on RFID systems and their applications.
Chapter 1.Introduction -- Chapter 2.Stability Analysis of Frame Slotted Aloha Protocol -- Chapter 3.From Static to Dynamic Tag Population Estimation: An Extended Kalman Filter Perspective -- Chapter 4.Finding Needles in a Haystack: Missing Tag Detection in Large RFID Systems -- Chapter 5.On Missing Tag Detection in Multiple-group Multiple-region RFID Systems -- Chapter 6. Conclusion and Perspective.
This book provides a comprehensive treatment of the theoretical foundation and algorithmic tools necessary in the design of efficient tag counting and monitoring algorithms in emerging RFID systems. The book delivers an in-depth analysis on the following problems ranging from theoretical modeling and analysis, to practical algorithm design and optimization: Stability analysis of the frame slotted Aloha protocol, the de facto standard in RFID tag counting and identification; Tag population estimation in dynamic RFID systems; Missing tag event detection in the presence of unexpected tags; Missing tag event detection in multi-group multi-region RFID systems. The target readers are researchers and advanced-level engineering students interested in acquiring in-depth knowledge on the topic and on RFID systems and their applications.
Electrical engineering.
Microwaves.
Optical engineering.
Application software.
Communications Engineering, Networks.
Microwaves, RF and Optical Engineering.
Information Systems Applications (incl. Internet).