Packet-Drop Design in URLLC for Real-Time Wireless Control Systems

In real-time wireless control systems, ultra-reliable and low-latency communication (URLLC) is critical for the connection between the remote controller and its control objective. Since both transmission delay and packet loss can lead to control performance loss, our goal is to optimize control perf...

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Main Authors: Bo Chang, Guodong Zhao, Zhi Chen, Liying Li, Muhammad Ali Imran
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8761867/
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spelling doaj-a598fef19f7b42c593e3023d5d01e4a22021-03-30T00:47:09ZengIEEEIEEE Access2169-35362019-01-01718308118309010.1109/ACCESS.2019.29286818761867Packet-Drop Design in URLLC for Real-Time Wireless Control SystemsBo Chang0https://orcid.org/0000-0002-2995-5068Guodong Zhao1https://orcid.org/0000-0002-9920-8244Zhi Chen2https://orcid.org/0000-0003-2943-9861Liying Li3Muhammad Ali Imran4https://orcid.org/0000-0002-7097-9969National Key Laboratory of Science and Technology on Communications, University of Electronic Science and Technology of China, Chengdu, ChinaSchool of Engineering, University of Glasgow, Glasgow, U.K.National Key Laboratory of Science and Technology on Communications, University of Electronic Science and Technology of China, Chengdu, ChinaSchool of Engineering, University of Glasgow, Glasgow, U.K.School of Engineering, University of Glasgow, Glasgow, U.K.In real-time wireless control systems, ultra-reliable and low-latency communication (URLLC) is critical for the connection between the remote controller and its control objective. Since both transmission delay and packet loss can lead to control performance loss, our goal is to optimize control performance by jointly considering control and URLLC constraints in this paper. To achieve this goal, we formulate an optimal problem to minimize control cost by optimizing the packet drop and wireless resource allocation. To solve the problem, we analyze the relationship between communication and control. Then, based on the relationship, we decompose the original problem into two subproblems: 1) an optimal packet-drop problem to minimize control cost and 2) an optimal resource allocation problem to minimize communication packet error. Finally, the corresponding solutions for each subproblem can be obtained. Compared with the traditional method only considering the communication aspect, the proposed packet-drop and resource allocation method shows remarkable performance gain in terms of control cost.https://ieeexplore.ieee.org/document/8761867/URLLCreal-time wireless controlpacket dropwireless resource allocation
collection DOAJ
language English
format Article
sources DOAJ
author Bo Chang
Guodong Zhao
Zhi Chen
Liying Li
Muhammad Ali Imran
spellingShingle Bo Chang
Guodong Zhao
Zhi Chen
Liying Li
Muhammad Ali Imran
Packet-Drop Design in URLLC for Real-Time Wireless Control Systems
IEEE Access
URLLC
real-time wireless control
packet drop
wireless resource allocation
author_facet Bo Chang
Guodong Zhao
Zhi Chen
Liying Li
Muhammad Ali Imran
author_sort Bo Chang
title Packet-Drop Design in URLLC for Real-Time Wireless Control Systems
title_short Packet-Drop Design in URLLC for Real-Time Wireless Control Systems
title_full Packet-Drop Design in URLLC for Real-Time Wireless Control Systems
title_fullStr Packet-Drop Design in URLLC for Real-Time Wireless Control Systems
title_full_unstemmed Packet-Drop Design in URLLC for Real-Time Wireless Control Systems
title_sort packet-drop design in urllc for real-time wireless control systems
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2019-01-01
description In real-time wireless control systems, ultra-reliable and low-latency communication (URLLC) is critical for the connection between the remote controller and its control objective. Since both transmission delay and packet loss can lead to control performance loss, our goal is to optimize control performance by jointly considering control and URLLC constraints in this paper. To achieve this goal, we formulate an optimal problem to minimize control cost by optimizing the packet drop and wireless resource allocation. To solve the problem, we analyze the relationship between communication and control. Then, based on the relationship, we decompose the original problem into two subproblems: 1) an optimal packet-drop problem to minimize control cost and 2) an optimal resource allocation problem to minimize communication packet error. Finally, the corresponding solutions for each subproblem can be obtained. Compared with the traditional method only considering the communication aspect, the proposed packet-drop and resource allocation method shows remarkable performance gain in terms of control cost.
topic URLLC
real-time wireless control
packet drop
wireless resource allocation
url https://ieeexplore.ieee.org/document/8761867/
work_keys_str_mv AT bochang packetdropdesigninurllcforrealtimewirelesscontrolsystems
AT guodongzhao packetdropdesigninurllcforrealtimewirelesscontrolsystems
AT zhichen packetdropdesigninurllcforrealtimewirelesscontrolsystems
AT liyingli packetdropdesigninurllcforrealtimewirelesscontrolsystems
AT muhammadaliimran packetdropdesigninurllcforrealtimewirelesscontrolsystems
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