Joint Communication Bandwidth and Computing Frequency Allocation for Control-Oriented UAV-Robot Rescue Systems

In post-disaster scenarios, field robots and unmanned aerial vehicles (UAVs) are effective tools to provide an ondemand response and guarantee the safety of humans. Sensors, field robots, and the devices equipped by UAVs, such as base stations (BSs) and mobile edge computing (MEC) servers, can be jointly deployed to form a sensing-communication-computing-control (SC<sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">3</sup>) closed loop, which could be used to complete dangerous tasks without human intervention. In this paper, we jointly optimize the communication bandwidth and computing frequency for a UAV-robot rescue system, aiming to improve the control performance of the SC<sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">3</sup> loop. We introduce the linear quadratic regulator (LQR) cost to measure the control performance. We use the successive convex approximation (SCA) method and propose an iterative algorithm to solve the non-convex problem effectively. Numerical results corroborate the superiority of our proposed scheme compared with existing communication-oriented schemes. The results also show that the joint optimization of communication bandwidth and computing frequency is essential for closed-loop control, providing insights into the intrinsic relationships among communication, computing, and control.

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Publication Details

Published
2024-10-18
DOI
https://doi.org/10.1109/icct62411.2024.10946414
Primary Topic
Robotics and Automated Systems
Type
article
Field-Weighted Citation Impact
0.00

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article

Joint Communication Bandwidth and Computing Frequency Allocation for Control-Oriented UAV-Robot Rescue Systems

Wei Feng, Xinran Fang, Decai Shen, Zhibo Pang et al.
Robotics and Automated Systems
article

Joint Communication Bandwidth and Computing Frequency Allocation for Control-Oriented UAV-Robot Rescue Systems

Wei Feng, Xinran Fang, Decai Shen, Zhibo Pang, Yunfei Chen
article en

Abstract

In post-disaster scenarios, field robots and unmanned aerial vehicles (UAVs) are effective tools to provide an ondemand response and guarantee the safety of humans. Sensors, field robots, and the devices equipped by UAVs, such as base stations (BSs) and mobile edge computing (MEC) servers, can be jointly deployed to form a sensing-communication-computing-control (SC<sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">3</sup>) closed loop, which could be used to complete dangerous tasks without human intervention. In this paper, we jointly optimize the communication bandwidth and computing frequency for a UAV-robot rescue system, aiming to improve the control performance of the SC<sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">3</sup> loop. We introduce the linear quadratic regulator (LQR) cost to measure the control performance. We use the successive convex approximation (SCA) method and propose an iterative algorithm to solve the non-convex problem effectively. Numerical results corroborate the superiority of our proposed scheme compared with existing communication-oriented schemes. The results also show that the joint optimization of communication bandwidth and computing frequency is essential for closed-loop control, providing insights into the intrinsic relationships among communication, computing, and control.

Durham University (GB), KTH Royal Institute of Technology (SE), Tsinghua University (CN)
National Natural Science Foundation of China
Openalex Percentile: Top 63%
Robotics and Automated Systems
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Joint Communication Bandwidth and Computing Frequency Allocation for Control-Oriented UAV-Robot Rescue Systems — Wei Feng, Xinran Fang, et al. · (2024) | TGRS Research Map | TGRS