| 基于时间反演的多臂赌博机跳空图案生成算法 |
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| 引用本文： | 吕志强,朱江. 基于时间反演的多臂赌博机跳空图案生成算法[J]. 系统工程与电子技术, 2009, 42(12): 2906-2914. DOI: 10.3969/j.issn.1001-506X.2020.12.29 |
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| 作者姓名： | 吕志强 朱江 |
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| 作者单位： | 重庆邮电大学通信与信息工程学院, 重庆 400065 |
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| 基金项目： | 国家自然科学基金(61771084) |
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| 摘 要： | 在多输入多输出(multiple input multiple output, MIMO)系统中,为了实现系统的防窃听能力,并提高系统容量,提出了一种基于时间反演的多臂赌博机跳空图案生成算法。该算法考虑信道状态信息的误差,以时间反演和跳空通信为基础,结合使用多臂赌博机算法选取最优跳空图案以提高系统容量的同时降低因防窃听对合法接收端性能的影响。理论分析和仿真结果表明,该算法在防窃听性能、系统容量方面具有优势。
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| 关 键 词： | 时间反演 多臂赌博机 跳空图案 系统容量 |
| 收稿时间： | 2020-02-03 |
Space hopping pattern generation algorithm of multi-armed bandit based on time reversal |
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| Zhiqiang LYU,Jiang ZHU. Space hopping pattern generation algorithm of multi-armed bandit based on time reversal[J]. System Engineering and Electronics, 2009, 42(12): 2906-2914. DOI: 10.3969/j.issn.1001-506X.2020.12.29 |
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| Authors: | Zhiqiang LYU Jiang ZHU |
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| Affiliation: | School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing 400065, China |
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| 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. |
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| Keywords: | time reversal multi-armed bandit space hopping pattern system capacity |
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