Control-Oriented Power Allocation for Integrated Satellite-UAV Networks

被引:5
|
作者
Lei, Chengleyang [1 ]
Feng, Wei [1 ]
Wang, Jue [2 ]
Jin, Shi [3 ]
Ge, Ning [1 ]
机构
[1] Tsinghua Univ, Beijing Natl Res Ctr Informat Sci & Technol, Dept Elect Engn, Beijing 100084, Peoples R China
[2] Nantong Univ, Sch Informat Sci & Technol, Nantong 226019, Peoples R China
[3] Southeast Univ, Natl Mobile Commun Res Lab, Nanjing 210096, Peoples R China
基金
中国国家自然科学基金;
关键词
Costs; Task analysis; Robot sensing systems; Resource management; Sensors; Satellites; Entropy; Control parameter; linear quadratic regulator (LQR); power allocation; satellite-UAV network; RESOURCE-ALLOCATION;
D O I
10.1109/LWC.2023.3247885
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This letter presents a sensing-communication computing-control (SC3) integrated satellite unmanned aerial vehicle (UAV) network, where UAVs are equipped with sensors, mobile edge computing (MEC) servers, base stations and satellite communication modules. Like a nervous system, this integrated network is capable of organizing multiple field robots in remote areas, so as to perform mission-critical tasks which are dangerous for humans. Aiming at activating this nervous system with multiple SC3 loops, we present a control-oriented optimization problem. Different from traditional studies which mainly focused on communication metrics, we address the power allocation issue to minimize the sum linear quadratic regulator (LQR) control cost of all SC3 loops. Specifically, we show the convexity of the problem and reveal the relationship between the optimal transmit power and intrinsic entropy rates of different SC3 loops. For the assure-to-be-stable case, we derive a closed-form solution for ease of practical applications. After demonstrating the superiority of the control-oriented power allocation, we further highlight its difference from the classic capacity-oriented water-filling method.
引用
收藏
页码:883 / 887
页数:5
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