用于固定翼无人机的节能轨迹设计,使双向放大和前向中继成为可能

IF 3.2 3区 计算机科学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS
Lili Guo;Shibing Zhang;Xuan Zhu;Xiaodong Ji
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引用次数: 0

摘要

本文研究了一种无人机(UAV)双向中继的最佳轨迹设计,其中固定翼无人机采用放大转发协议来协助两个地面用户之间的数据交换。以系统能效最大化为目标,在考虑无人机加速度约束的基础上,提出了无人机轨迹设计的优化问题,考虑了无人机的初/终速度约束和位置约束。由于目标函数非凹,约束条件非凸,初始优化问题难以解决。为此,引入松弛变量,利用逐次凸逼近(SCA)方法和Dinkelbach算法将其转化为一个凸优化问题,并通过提出的迭代算法进行求解。仿真结果表明,所提出的迭代算法收敛速度快,并且在轨迹设计的基础上,双向无人机中继在EE方面明显优于所比较的基准方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Energy efficient trajectory design for fixed-wing UAV enabled two-way amplify-and-forward relaying
This paper investigates optimal trajectory design for an unmanned aerial vehicle (UAV) enabled two-way relaying, where a fixed-wing UAV employs an amplify-and-forward protocol to assist data exchange between two ground users. With the aim of maximizing the system energy efficiency (EE), an optimization problem corresponding to the UAV's trajectory design is formulated, where the UAV's initial/final speed and location constraints in addition to the acceleration constraint of the UAV are considered. The initial optimization problem is intractable due to its non-concave objective function and nonconvex constraints. To this end, slack variables are introduced, and then the successive convex approximation (SCA) method and the Dinkelbach's algorithm are applied to transform it into a convex optimization problem, which is solved by a proposed iterative algorithm. Simulation results show that the proposed iterative algorithm converges quite quickly, and with the trajectory design, the two-way UAV relaying is much more superior than the compared benchmark schemes in terms of EE.
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来源期刊
CiteScore
6.60
自引率
5.60%
发文量
66
审稿时长
14.4 months
期刊介绍: The JOURNAL OF COMMUNICATIONS AND NETWORKS is published six times per year, and is committed to publishing high-quality papers that advance the state-of-the-art and practical applications of communications and information networks. Theoretical research contributions presenting new techniques, concepts, or analyses, applied contributions reporting on experiences and experiments, and tutorial expositions of permanent reference value are welcome. The subjects covered by this journal include all topics in communication theory and techniques, communication systems, and information networks. COMMUNICATION THEORY AND SYSTEMS WIRELESS COMMUNICATIONS NETWORKS AND SERVICES.
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