Security Performance Analysis for MIMO Systems: From Artificial Noise's Power and Dimension Perspective

This paper analyzes the influence of power and dimension of artificial noise (AN) on security performance of multiple-input multiple-output (MIMO) system with multiple randomly located eavesdroppers. We derive the closed-form expressions of the secrecy outage probability (SOP) and the optimal secrecy capacity by utilizing the irrelevance among transmission channels, and the orthogonality between AN and the basis vectors of the legitimate channel matrix's null space. We use the Poisson point process to determine the number and location of eavesdroppers, then analyze the security performance of the communication system under the 3D channel condition of probability-based line-of-sight (LoS) or non-line-of-sight (NLoS) channel. The simulation results show the following conclusions. When the AN dimension reaches 1/4 highest dimension (i.e., one quarter of the number of transmitting antennae less than one) and the power splitter factor (PSF) falls in the open interval (0.6, 0.9), we can achieve a trade-off between secrecy capacity and design complexity.

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Publication Details

Journal
IEEE Transactions on Vehicular Technology
Published
2025-02-13
DOI
https://doi.org/10.1109/tvt.2025.3541682
Citations
1
Primary Topic
Wireless Body Area Networks
Type
article
Field-Weighted Citation Impact
0.67

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Security Performance Analysis for MIMO Systems: From Artificial Noise's Power and Dimension Perspective

Weijie Tan, Chunguo Li, Penghui Xu, Zhenling Li
1 citations
IEEE Transactions on Vehicular Technology
Wireless Body Area Networks
0.67
article

Security Performance Analysis for MIMO Systems: From Artificial Noise's Power and Dimension Perspective

Weijie Tan, Chunguo Li, Penghui Xu, Zhenling Li
article en
1 citations

Abstract

This paper analyzes the influence of power and dimension of artificial noise (AN) on security performance of multiple-input multiple-output (MIMO) system with multiple randomly located eavesdroppers. We derive the closed-form expressions of the secrecy outage probability (SOP) and the optimal secrecy capacity by utilizing the irrelevance among transmission channels, and the orthogonality between AN and the basis vectors of the legitimate channel matrix's null space. We use the Poisson point process to determine the number and location of eavesdroppers, then analyze the security performance of the communication system under the 3D channel condition of probability-based line-of-sight (LoS) or non-line-of-sight (NLoS) channel. The simulation results show the following conclusions. When the AN dimension reaches 1/4 highest dimension (i.e., one quarter of the number of transmitting antennae less than one) and the power splitter factor (PSF) falls in the open interval (0.6, 0.9), we can achieve a trade-off between secrecy capacity and design complexity.

IEEE Transactions on Vehicular TechnologyVol. 74(6)
Guizhou University (CN), Southeast University (CN)
National Natural Science Foundation of China
Climate action
Openalex Percentile: Top 35%
Wireless Body Area Networks
0.67
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Security Performance Analysis for MIMO Systems: From Artificial Noise's Power and Dimension Perspective — Weijie Tan, Chunguo Li, et al. · IEEE Transactions on Vehicular Technology (2025) | TGRS Research Map | TGRS