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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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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1724187836822847488 |