基于时间反演的多臂赌博机跳空图案生成算法

doi:10.3969/j.issn.1001-506X.2020.12.29

Abstract

Abstract:

In order to realize the anti-eavesdropping ability and increase the system capacity of the multiple input multiple output (MIMO) system, a space hopping pattern generation algorithm of multi-armed bandit based on time reversal (TR-MAB) is proposed. This algorithm considers the error of the channel state information, and based on the time reversal and space hopping communication, the optimal space hopping pattern is selectedly using the multi-armed bandit algorithm to increase the system capacity while reducing the impact of anti-eavesdropping on the performance of legitimate receivers. Theoretical analysis and simulation results show that the algorithm has advantages in anti-eavesdropping performance and system capacity.

Key words: time reversal, multi-armed bandit, space hopping pattern, system capacity

CLC Number:

TN914.53

Zhiqiang LYU, Jiang ZHU. Space hopping pattern generation algorithm of multi-armed bandit based on time reversal[J]. Systems Engineering and Electronics, 2020, 42(12): 2906-2914.

Figures/Tables 8

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References 30

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参数	取值
采样周期T_s/ns	2
时延拓展σ_T/ns	80
多径数L	17
蒙特卡罗仿真次数K	10 000
发射端天线数M	8
每个跳空图案对应的天线数M_T	4
接收端天线数N_B	2
窃听端天线数N_E	2
信道带宽B/MHz	500

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Space hopping pattern generation algorithm of multi-armed bandit based on time reversal

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