Robust Beamforming for Communication and Control Co-Design in Multi-Loop Wireless Control System

In this letter, a robust transmit scheme is proposed to facilitate the co-design of communication and control in multi-loop wireless control systems (WCS), where the controller equipped with multi-antenna adopts beamforming (BF) technology to suppress various interference and improve link reliability simultaneously. To this end, we first establish an optimization problem to minimize the weighted sum of control cost deviation and energy consumption, while satisfying the control stability of each loop and the constraints of transmit power budget and internetwork interference level. Since the original problem is non-convex, we then convert the control stability constraint into a probabilistic constraint form with the lower bound probability of successful transmission. Furthermore, by jointly using the Bernstein Inequalities and successive convex approximation approach, we propose a robust BF scheme to implement communication and control co-design for multi-loop control system. Finally, simulation results demonstrate that our proposed method can significantly reduce the total system cost while maintaining the control stability and the interference power less than the acceptable level.

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Publication Details

Journal
IEEE Communications Letters
Published
2024-12-18
DOI
https://doi.org/10.1109/lcomm.2024.3519768
Citations
2
Primary Topic
Antenna Design and Optimization
Type
article
Field-Weighted Citation Impact
2.60

Funders

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article

Robust Beamforming for Communication and Control Co-Design in Multi-Loop Wireless Control System

Huimin Ouyang, Jiangzhou Wang, Bai Zhao, Biao Ma et al.
2 citations
IEEE Communications Letters
Antenna Design and Optimization
2.60
article

Robust Beamforming for Communication and Control Co-Design in Multi-Loop Wireless Control System

Huimin Ouyang, Jiangzhou Wang, Bai Zhao, Biao Ma, Min Lin
article en
2 citations

Abstract

In this letter, a robust transmit scheme is proposed to facilitate the co-design of communication and control in multi-loop wireless control systems (WCS), where the controller equipped with multi-antenna adopts beamforming (BF) technology to suppress various interference and improve link reliability simultaneously. To this end, we first establish an optimization problem to minimize the weighted sum of control cost deviation and energy consumption, while satisfying the control stability of each loop and the constraints of transmit power budget and internetwork interference level. Since the original problem is non-convex, we then convert the control stability constraint into a probabilistic constraint form with the lower bound probability of successful transmission. Furthermore, by jointly using the Bernstein Inequalities and successive convex approximation approach, we propose a robust BF scheme to implement communication and control co-design for multi-loop control system. Finally, simulation results demonstrate that our proposed method can significantly reduce the total system cost while maintaining the control stability and the interference power less than the acceptable level.

IEEE Communications LettersVol. 29(3)
Nanjing Tech University (CN), Nanjing University of Posts and Telecommunications (CN), Southeast University (CN)
National Natural Science Foundation of China
Affordable and clean energy
Openalex Percentile: Top 8%
Antenna Design and Optimization
2.60
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