Securing Massive MIMO Systems: Secrecy for Free With Low-Complexity Architectures

被引:6
作者
Bereyhi, Ali [1 ]
Asaad, Saba [1 ]
Mueller, Ralf R. [1 ]
Schaefer, Rafael F. [2 ]
Fischer, Georg [3 ]
Poor, H. Vincent [4 ]
机构
[1] Friedrich Alexander Univ Erlangen Nurnberg, Inst Digital Commun, D-91058 Erlangen, Germany
[2] Univ Siegen, Chair Commun Engn & Secur, D-57076 Siegen, Germany
[3] Friedrich Alexander Univ Erlangen Nurnberg, Inst Elect Engn, D-91058 Erlangen, Germany
[4] Princeton Univ, Dept Elect & Comp Engn, Princeton, NJ 08544 USA
基金
美国国家科学基金会;
关键词
Transmitting antennas; Massive MIMO; Complexity theory; Radio transmitters; Precoding; Eavesdropping; Computer architecture; Physical layer security; massive MIMO systems; antenna selection; hybrid analog-digital precoding; PHYSICAL LAYER SECURITY; WIRELESS; CAPACITY; TRANSMISSION; NETWORKS; ANTENNAS; RATES;
D O I
10.1109/TWC.2021.3070529
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
Passively overheard massive multiple-input multiple-output (MIMO) settings are capable of suppressing eavesdroppers via narrow beamforming towards legitimate receivers. This implies that secrecy is obtained almost for free in these settings. This study shows that this is a valid property for a large class of low-complexity massive MIMO transmitters. The investigations consider two dominant approaches for complexity reduction, namely antenna selection and hybrid analog-digital precoding. It is shown that using either approach, the information leakage per achievable sum-rate vanishes as the number of transmit antennas grows large. The results demonstrate that, as the transmit array size grows large, the normalized information leakage obtained by antenna selection and hybrid analog-digital precoding converges to zero double-logarithmically and logarithmically, respectively. The analytical results are confirmed for various benchmark architectures via numerical simulations.
引用
收藏
页码:5831 / 5845
页数:15
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