Joint Optimization on Energy Efficiency for UAV-Enabled Two-Way Relay Systems

IF 5.3 2区 计算机科学 Q1 TELECOMMUNICATIONS IEEE Transactions on Green Communications and Networking Pub Date : 2023-11-27 DOI:10.1109/TGCN.2023.3336739
Shiguo Wang;Linzhi Li;Peng Li;Yongjian Zhang;Rukhsana Ruby;Qingyong Deng
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Abstract

To combat the severe path fading between two users/access points and obtain enough signal gain for demodulation, a three-terminal cooperative communication system with a UAV operating as a two-way relay is presented in this paper, and then its optimal energy efficiency is investigated. Specifically, considering the time slot pairing between multiple access (MA) and broadcast (BC) phases, the energy efficiency of the UAV is maximized by optimizing the transmit power of the three terminals and the UAV trajectory jointly. For such a non-convex problem, to obtain its optimal solution, it is decomposed into three subproblems based on the block coordinate descent (BCD) method. Then, after the optimal solutions of the subproblems have been derived based on the successive convex approximation (SCA) techniques, the overall solution of the original optimization problem is obtained in an alternative manner. Simulation results show that the proposed optimization scheme can enhance energy efficiency significantly compared to other existing schemes while considering the reduction system power consumption.
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联合优化无人机双向中继系统的能效
为了应对两个用户/接入点之间严重的路径衰落,并获得足够的信号增益用于解调,本文提出了一种由无人机作为双向中继的三终端合作通信系统,并对其最佳能效进行了研究。具体来说,考虑到多路接入(MA)和广播(BC)阶段之间的时隙配对,通过联合优化三个终端的发射功率和无人机轨迹,实现无人机的能效最大化。对于这样一个非凸问题,为了获得其最优解,需要根据块坐标下降(BCD)方法将其分解为三个子问题。然后,根据连续凸近似(SCA)技术求得子问题的最优解后,以另一种方式求得原始优化问题的总解。仿真结果表明,与其他现有方案相比,建议的优化方案在考虑降低系统功耗的同时,还能显著提高能效。
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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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