Physical Layer Security in Multi-Antenna Cellular Systems: Joint Optimization of Feedback Rate and Power Allocation

被引:18
作者
Sun, Liang [1 ]
Tian, Xinyu [1 ]
机构
[1] Beihang Univ, Int Res Inst Multidisciplinary Sci, Beijing 100191, Peoples R China
基金
中国国家自然科学基金;
关键词
Cellular networks; Resource management; Sun; Uplink; Stochastic processes; Physical layer security; Geometry; secrecy (sum) rate; artificial noise; limited rate feedback; stochastic geometry; ARTIFICIAL-NOISE; STOCHASTIC GEOMETRY; LIMITED FEEDBACK; TRANSMISSION; NETWORKS; CHANNELS; DESIGN; SECRECY;
D O I
10.1109/TWC.2022.3155775
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper comprehensively studies the physical layer security in frequency division duplex multi-antenna cellular systems, where the multi-antenna base stations (BSs), legitimate users (LUs), and eavesdroppers are all randomly located. Each BS employs artificial-noise (AN)-aided multi-user linear beamforming with limited channel state information feedback. Based on the stochastic geometry theory, we first derive an analytical expression of a lower bound on the ergodic secrecy rate (ESR) of the typical LU without assuming asymptotes for any system parameter. We then develop a tight closed-form approximation on the optimal number of feedback bits to maximize a lower bound on the per-user net ESR, which takes into consideration the cost of uplink spectral efficiency for limited feedback. Moreover, the power allocation coefficient between message-bearing signals and AN can be optimized by using a bisection search method. Our main finding is that, the optimum number of feedback bits scales linearly with the path-loss exponent and the number of antennas, and scales logarithmically with the channel coherence time. The derived analytical results can also provide system-level insights into the ESR performance of the multi-antenna random cellular networks with limited feedback and the optimal system design. Numerical results are also presented to verify the obtained results.
引用
收藏
页码:7165 / 7180
页数:16
相关论文
共 39 条
[1]   What Will 5G Be? [J].
Andrews, Jeffrey G. ;
Buzzi, Stefano ;
Choi, Wan ;
Hanly, Stephen V. ;
Lozano, Angel ;
Soong, Anthony C. K. ;
Zhang, Jianzhong Charlie .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2014, 32 (06) :1065-1082
[2]   A Tractable Approach to Coverage and Rate in Cellular Networks [J].
Andrews, Jeffrey G. ;
Baccelli, Francois ;
Ganti, Radha Krishna .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2011, 59 (11) :3122-3134
[3]  
[Anonymous], 2013, Stochastic geometry for wireless networks
[4]  
[Anonymous], 2007, Table of Integrals, Series, and Products
[5]   Adaptive Limited Feedback for Sum-Rate Maximizing Beamforming in Cooperative Multicell Systems [J].
Bhagavatula, Ramya ;
Heath, Robert W., Jr. .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2011, 59 (02) :800-811
[6]   Wireless information-theoretic security [J].
Bloch, Matthieu ;
Barros, Joao ;
Rodrigues, Miguel R. D. ;
McLaughlin, Steven W. .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2008, 54 (06) :2515-2534
[7]   Physical Layer Security in Three-Tier Wireless Sensor Networks: A Stochastic Geometry Approach [J].
Deng, Yansha ;
Wang, Lifeng ;
Elkashlan, Maged ;
Nallanathan, Arumugam ;
Mallik, Ranjan K. .
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2016, 11 (06) :1128-1138
[8]   Stochastic Geometry Modeling and System-Level Analysis of Uplink Heterogeneous Cellular Networks With Multi-Antenna Base Stations [J].
Di Renzo, Marco ;
Guan, Peng .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2016, 64 (06) :2453-2476
[9]   Physical Layer Security in Downlink Multi-Antenna Cellular Networks [J].
Geraci, Giovanni ;
Dhillon, Harpreet S. ;
Andrews, Jeffrey G. ;
Yuan, Jinhong ;
Collings, Iain B. .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2014, 62 (06) :2006-2021
[10]   Guaranteeing secrecy using artificial noise [J].
Goel, Satashu ;
Negi, Rohit .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2008, 7 (06) :2180-2189