Sensing, Communication, and Control Co-Design for Energy-Efficient UAV-Aided Data Collection

IF 5.5 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS IEEE Wireless Communications Letters Pub Date : 2024-08-26 DOI:10.1109/LWC.2024.3450184
Tianhao Liang;Tingting Zhang;Bin Cao;Qinyu Zhang
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Abstract

In this letter, we investigate an unmanned aerial vehicle (UAV) involved system, wherein the UAV is controlled by a remote base station to perform data collection tasks. To maximize the energy efficiency (EE), we jointly study the sensing and transmission scheduling, power allocation, and UAV control strategies, while ensuring control stability and communication reliability. This challenging non-convex problem is addressed using an efficient iterative algorithm. Numerical simulations reveal the relationships among sensing, communication and control, demonstrating that the sensing scheduling is primarily up to the control parameters.
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高能效无人机辅助数据采集的传感、通信和控制协同设计
在这封信中,我们研究了一种无人驾驶飞行器(UAV)参与系统,该系统由一个远程基站控制无人驾驶飞行器执行数据收集任务。为了最大限度地提高能效(EE),我们共同研究了传感和传输调度、功率分配以及无人机控制策略,同时确保控制稳定性和通信可靠性。我们采用一种高效的迭代算法来解决这一具有挑战性的非凸问题。数值模拟揭示了传感、通信和控制之间的关系,证明传感调度主要取决于控制参数。
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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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