Control-Aware Wireless Communication Design for Dynamical System Identification

Zidong Han; Xiaoyang Li; Ziqin Zhou; Guangxu Zhu; Yi Gong; Qinyu Zhang

doi:10.1109/Ucom59132.2023.10257630

Control-Aware Wireless Communication Design for Dynamical System Identification

Zidong Han
, Xiaoyang Li
, Ziqin Zhou
, Guangxu Zhu
, Yi Gong
, Qinyu Zhang

Harbin Institute of Technology Shenzhen
Southern University of Science and Technology
Shenzhen Research Institute of Big Data

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

The unprecedented growth of industrial Internet of Things applications requires the evolution of wireless networked control system (WNCS). However, independent designs between communication and control without considering their tight interaction in conventional WNCS lead to poor overall system performance and efficiency. Control-Aware communication designs are expected to achieve the required control performance while improving the wireless resource efficiency. In this paper, by considering how to allocate wireless resource for guaranteeing the required data for control systems, a design framework is established based on the finite-Time wireless system identification (WSI). To this end, the power and channel allocations are jointly optimized to maximize the communication throughput. The resultant non-convex integer combinatorial problem is iteratively solved by optimizing the power allocation via Lagrangian method and obtaining the optimal channel allocation via Hungarian algorithm. Simulations are conducted to verify the performance.

Original language	English
Title of host publication	2023 International Conference on Ubiquitous Communication, Ucom 2023
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	105-110
Number of pages	6
ISBN (Electronic)	9798350340433
DOIs	https://doi.org/10.1109/Ucom59132.2023.10257630
State	Published - 2023
Externally published	Yes
Event	2023 International Conference on Ubiquitous Communication, Ucom 2023 - Xi�an, China Duration: 7 Jul 2023 → 9 Jul 2023

Publication series

Name	2023 International Conference on Ubiquitous Communication, Ucom 2023

Conference

Conference	2023 International Conference on Ubiquitous Communication, Ucom 2023
Country/Territory	China
City	Xi�an
Period	7/07/23 → 9/07/23

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 8 Decent Work and Economic Growth

Keywords

Control-Aware Communication Design
Industrial Internet of Things
Linear Dynamical System
Wireless Networked Control System
Wireless System Identification

Access to Document

10.1109/Ucom59132.2023.10257630

Cite this

Han, Z., Li, X., Zhou, Z., Zhu, G., Gong, Y., & Zhang, Q. (2023). Control-Aware Wireless Communication Design for Dynamical System Identification. In 2023 International Conference on Ubiquitous Communication, Ucom 2023 (pp. 105-110). (2023 International Conference on Ubiquitous Communication, Ucom 2023). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/Ucom59132.2023.10257630

@inproceedings{23de4ca03c194e6e847ec6677fd5206e,

title = "Control-Aware Wireless Communication Design for Dynamical System Identification",

abstract = "The unprecedented growth of industrial Internet of Things applications requires the evolution of wireless networked control system (WNCS). However, independent designs between communication and control without considering their tight interaction in conventional WNCS lead to poor overall system performance and efficiency. Control-Aware communication designs are expected to achieve the required control performance while improving the wireless resource efficiency. In this paper, by considering how to allocate wireless resource for guaranteeing the required data for control systems, a design framework is established based on the finite-Time wireless system identification (WSI). To this end, the power and channel allocations are jointly optimized to maximize the communication throughput. The resultant non-convex integer combinatorial problem is iteratively solved by optimizing the power allocation via Lagrangian method and obtaining the optimal channel allocation via Hungarian algorithm. Simulations are conducted to verify the performance.",

keywords = "Control-Aware Communication Design, Industrial Internet of Things, Linear Dynamical System, Wireless Networked Control System, Wireless System Identification",

author = "Zidong Han and Xiaoyang Li and Ziqin Zhou and Guangxu Zhu and Yi Gong and Qinyu Zhang",

note = "Publisher Copyright: {\textcopyright} 2023 IEEE.; 2023 International Conference on Ubiquitous Communication, Ucom 2023 ; Conference date: 07-07-2023 Through 09-07-2023",

year = "2023",

doi = "10.1109/Ucom59132.2023.10257630",

language = "英语",

series = "2023 International Conference on Ubiquitous Communication, Ucom 2023",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "105--110",

booktitle = "2023 International Conference on Ubiquitous Communication, Ucom 2023",

address = "美国",

}

Han, Z, Li, X, Zhou, Z, Zhu, G, Gong, Y & Zhang, Q 2023, Control-Aware Wireless Communication Design for Dynamical System Identification. in 2023 International Conference on Ubiquitous Communication, Ucom 2023. 2023 International Conference on Ubiquitous Communication, Ucom 2023, Institute of Electrical and Electronics Engineers Inc., pp. 105-110, 2023 International Conference on Ubiquitous Communication, Ucom 2023, Xi�an, China, 7/07/23. https://doi.org/10.1109/Ucom59132.2023.10257630

Control-Aware Wireless Communication Design for Dynamical System Identification. / Han, Zidong; Li, Xiaoyang; Zhou, Ziqin et al.
2023 International Conference on Ubiquitous Communication, Ucom 2023. Institute of Electrical and Electronics Engineers Inc., 2023. p. 105-110 (2023 International Conference on Ubiquitous Communication, Ucom 2023).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Control-Aware Wireless Communication Design for Dynamical System Identification

AU - Han, Zidong

AU - Li, Xiaoyang

AU - Zhou, Ziqin

AU - Zhu, Guangxu

AU - Gong, Yi

AU - Zhang, Qinyu

PY - 2023

Y1 - 2023

N2 - The unprecedented growth of industrial Internet of Things applications requires the evolution of wireless networked control system (WNCS). However, independent designs between communication and control without considering their tight interaction in conventional WNCS lead to poor overall system performance and efficiency. Control-Aware communication designs are expected to achieve the required control performance while improving the wireless resource efficiency. In this paper, by considering how to allocate wireless resource for guaranteeing the required data for control systems, a design framework is established based on the finite-Time wireless system identification (WSI). To this end, the power and channel allocations are jointly optimized to maximize the communication throughput. The resultant non-convex integer combinatorial problem is iteratively solved by optimizing the power allocation via Lagrangian method and obtaining the optimal channel allocation via Hungarian algorithm. Simulations are conducted to verify the performance.

AB - The unprecedented growth of industrial Internet of Things applications requires the evolution of wireless networked control system (WNCS). However, independent designs between communication and control without considering their tight interaction in conventional WNCS lead to poor overall system performance and efficiency. Control-Aware communication designs are expected to achieve the required control performance while improving the wireless resource efficiency. In this paper, by considering how to allocate wireless resource for guaranteeing the required data for control systems, a design framework is established based on the finite-Time wireless system identification (WSI). To this end, the power and channel allocations are jointly optimized to maximize the communication throughput. The resultant non-convex integer combinatorial problem is iteratively solved by optimizing the power allocation via Lagrangian method and obtaining the optimal channel allocation via Hungarian algorithm. Simulations are conducted to verify the performance.

KW - Control-Aware Communication Design

KW - Industrial Internet of Things

KW - Linear Dynamical System

KW - Wireless Networked Control System

KW - Wireless System Identification

UR - https://www.scopus.com/pages/publications/85174268059

U2 - 10.1109/Ucom59132.2023.10257630

DO - 10.1109/Ucom59132.2023.10257630

M3 - 会议稿件

AN - SCOPUS:85174268059

T3 - 2023 International Conference on Ubiquitous Communication, Ucom 2023

SP - 105

EP - 110

BT - 2023 International Conference on Ubiquitous Communication, Ucom 2023

PB - Institute of Electrical and Electronics Engineers Inc.

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ER -

Han Z, Li X, Zhou Z, Zhu G, Gong Y, Zhang Q. Control-Aware Wireless Communication Design for Dynamical System Identification. In 2023 International Conference on Ubiquitous Communication, Ucom 2023. Institute of Electrical and Electronics Engineers Inc. 2023. p. 105-110. (2023 International Conference on Ubiquitous Communication, Ucom 2023). doi: 10.1109/Ucom59132.2023.10257630

Control-Aware Wireless Communication Design for Dynamical System Identification

Abstract

Publication series

Conference

UN SDGs

Keywords

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