On the Energy-Efficiency Trade-Off Between Active and Passive Communications With RIS-Based Symbiotic Radio

IF 6.7 2区 计算机科学 Q1 TELECOMMUNICATIONS
Sihan Wang;Jingran Xu;Yong Zeng
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Abstract

Symbiotic radio (SR) is a promising technology to realize spectrum- and energy-efficient wireless systems. The key idea of SR is to use cognitive backscattering communication to achieve mutualistic spectrum and energy sharing with passive backscatter devices (BDs). In this paper, a reconfigurable intelligent surface (RIS) based SR system is considered, where the RIS is used not only to assist the primary active communication, but also for passive communication to transmit its own information. For the considered system, we investigate the energy efficiency (EE) trade-off between active and passive communications, by characterizing the EE region. To gain some insights, we first derive the maximum achievable individual EEs of the primary transmitter (PT) and RIS, respectively, and then analyze the asymptotic performance by exploiting the channel hardening effect. To characterize the non-trivial EE trade-off, we formulate an optimization problem to find the Pareto boundary of the EE region by jointly optimizing the transmit beamforming, power allocation and the passive beamforming of RIS. The formulated problem is non-convex, and an efficient algorithm is proposed by decomposing it into a series of subproblems by using alternating optimization (AO) and successive convex approximation (SCA) techniques. Finally, simulation results are presented to validate the effectiveness of the proposed algorithm.
基于ris的共生无线电有源与无源通信的能效权衡研究
共生无线电(SR)是一种很有前途的实现频谱节能无线系统的技术。SR的核心思想是利用认知后向散射通信实现与无源后向散射设备的频谱和能量共享。本文考虑了一种基于可重构智能表面(RIS)的SR系统,RIS不仅用于辅助主主动通信,而且用于被动通信传输自身信息。对于所考虑的系统,我们通过表征EE区域来研究主动和被动通信之间的能源效率(EE)权衡。为了获得一些见解,我们首先分别推导了主发射机(PT)和RIS的最大可实现个体EEs,然后利用信道硬化效应分析了渐近性能。为了表征非平凡的EE权衡,我们通过联合优化RIS的发射波束形成、功率分配和无源波束形成,制定了寻找EE区域Pareto边界的优化问题。该公式问题是非凸的,利用交替优化(AO)和连续凸逼近(SCA)技术将其分解为一系列子问题,提出了一种有效的算法。最后给出了仿真结果,验证了算法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
IEEE Transactions on Green Communications and Networking
IEEE Transactions on Green Communications and Networking Computer Science-Computer Networks and Communications
CiteScore
9.30
自引率
6.20%
发文量
181
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