Double-RIS Assisted Cooperative Spectrum Sensing for Cognitive Radio Networks

IF 5.5 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS IEEE Wireless Communications Letters Pub Date : 2025-02-12 DOI:10.1109/LWC.2025.3541318
Sha Liu;Zhiping Shi;Juan Yang;Zhen-Qing He
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Abstract

This letter investigates a double-reconfigurable intelligent surface (RIS) assisted cooperative spectrum sensing (CSS) system. We formulate the phase shift optimization problems of the two RISs to maximize the cooperative sensing performance for two CSS schemes, namely, data fusion and decision fusion. Based on the alternating optimization technique, we show that these intractable non-convex problems can be successfully tackled by jointly using the successive convex approximation and penalty convex–concave procedure methods. Simulation results demonstrate that the double-RIS assisted CSS system with the proposed phase shifts optimization algorithm achieves significant detection performance improvement compared to other baselines.
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认知无线电网络双ris辅助协同频谱感知
本文研究了一种双可重构智能表面(RIS)辅助协同频谱传感(CSS)系统。为了使数据融合和决策融合两种CSS方案的协同感知性能最大化,我们制定了两种CSS方案的相移优化问题。基于交替优化技术,我们证明了连续凸逼近法和罚凸凹法联合应用可以成功地解决这些棘手的非凸问题。仿真结果表明,与其他基线相比,采用相移优化算法的双ris辅助CSS系统的检测性能得到了显著提高。
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来源期刊
IEEE Wireless Communications Letters
IEEE Wireless Communications Letters Engineering-Electrical and Electronic Engineering
CiteScore
12.30
自引率
6.30%
发文量
481
期刊介绍: IEEE Wireless Communications Letters publishes short papers in a rapid publication cycle on advances in the state-of-the-art of wireless communications. Both theoretical contributions (including new techniques, concepts, and analyses) and practical contributions (including system experiments and prototypes, and new applications) are encouraged. This journal focuses on the physical layer and the link layer of wireless communication systems.
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