User pairing using laser chaos decision maker for NOMA systems

IF 0.6 Q4 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS IEICE Nonlinear Theory and Its Applications Pub Date : 2022-01-01 DOI:10.1587/nolta.13.72
Zengchao Duan, Aohan Li, Norihiro Okada, Yusuke Ito, N. Chauvet, M. Naruse, M. Hasegawa
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引用次数: 7

Abstract

: Non-Orthogonal Multiple Access is one of the most important technologies in 5G and Beyond 5G wireless communications, which improve system performance by power do-main multiplexing. In realizing Non-Orthogonal Multiple Access, the pairing of multiple users is necessary where efficient principles are highly demanded in dynamically changing electromagnetic environments. In the meantime, ultrafast methods of solving multi-armed bandit problems have been developed using chaotic laser time series. In this paper, we consider the user pairing problem in Non-Orthogonal Multiple Access as a multi-armed bandit problem and propose an ultra-fast user pairing algorithm based on the laser chaos decision maker. We nu-merically demonstrate that the proposed scheme accomplishes higher throughputs compared with traditional user pairing algorithms, especially in cases with lower user density.
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基于激光混沌决策的NOMA系统用户配对
非正交多址是5G及超5G无线通信中最重要的技术之一,它通过功率-主复用来提高系统性能。在动态变化的电磁环境中,多用户配对是实现非正交多址接入的必要条件。同时,研究了利用混沌激光时间序列求解多臂土匪问题的超快方法。本文将非正交多址中的用户配对问题视为多臂强盗问题,提出了一种基于激光混沌决策者的超快速用户配对算法。数值计算表明,与传统的用户配对算法相比,该方案具有更高的吞吐量,特别是在用户密度较低的情况下。
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来源期刊
IEICE Nonlinear Theory and Its Applications
IEICE Nonlinear Theory and Its Applications MATHEMATICS, INTERDISCIPLINARY APPLICATIONS-
自引率
20.00%
发文量
67
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