基于切换感知的蜂窝互联无人机轨迹优化

IF 5.5 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS IEEE Wireless Communications Letters Pub Date : 2025-02-27 DOI:10.1109/LWC.2025.3546724
Xiangming Du;Shuowen Zhang;Francis C.-M. Lau
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引用次数: 0

摘要

在这封信中,我们研究了一种蜂窝连接的无人飞行器(UAV),其目的是完成在两个预定位置之间飞行的任务,同时保持与地面基站(GBSs)的满意通信质量。由于无人机的飞行距离可能较长,不同gss之间可能发生频繁的切换,从而导致大延迟和同步开销等各种实际问题。为了解决这一问题,我们研究了无人机在通信质量约束和最大任务完成时间约束下,在飞行过程中最小化GBS切换次数的轨迹优化问题。虽然这个问题是非凸的,难以求解,但我们推导了最优解的有用结构,并在此基础上提出了一种基于图论和拉格朗日松弛的高效算法,用于在多项式时间内找到高质量的次优解。数值结果验证了所提弹道设计的有效性。
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Handover-Aware Trajectory Optimization for Cellular-Connected UAV
In this letter, we study a cellular-connected uncrewed aerial vehicle (UAV) which aims to complete a mission of flying between two pre-determined locations while maintaining satisfactory communication quality with the ground base stations (GBSs). Due to the potentially long distance of the UAV’s flight, frequent handovers may be incurred among different GBSs, which leads to various practical issues such as large delay and synchronization overhead. To address this problem, we investigate the trajectory optimization of the UAV to minimize the number of GBS handovers during the flight, subject to a communication quality constraint and a maximum mission completion time constraint. Although this problem is non-convex and difficult to solve, we derive useful structures of the optimal solution, based on which we propose an efficient algorithm based on graph theory and Lagrangian relaxation for finding a high-quality suboptimal solution in polynomial time. Numerical results validate the effectiveness of our proposed trajectory design.
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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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