Resilient synchronization of networked robotic systems in adversarial environment

Over the past few decades, there has been considerable research interest in the field of networked robotic systems. One of research focuses is canonical synchronization issues. The consensus issues investigate how to design a distributed controller so that the networked robots can coordinate with ea...

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Main Author: Chen, Hongjian
Other Authors: Wen Changyun
Format: Thesis-Master by Coursework
Language:English
Published: Nanyang Technological University 2022
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Online Access:https://hdl.handle.net/10356/158910
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1589102023-07-04T17:52:22Z Resilient synchronization of networked robotic systems in adversarial environment Chen, Hongjian Wen Changyun School of Electrical and Electronic Engineering ECYWEN@ntu.edu.sg Engineering::Electrical and electronic engineering::Control and instrumentation Over the past few decades, there has been considerable research interest in the field of networked robotic systems. One of research focuses is canonical synchronization issues. The consensus issues investigate how to design a distributed controller so that the networked robots can coordinate with each other to make a common decision. However, in adversarial environments, communication between robots can be disturbed by malicious attacks. The malicious information could be from the external attackers or internal non-participant robots. Considering the widespread use of synchronous algorithms in safety-critical systems, the need for resilient algorithms has attracted a lot of research interest. In this project, a composite resilient synchronization protocol for networked Euler-Lagrange systems is designed with the aid of two existing approaches, “safe kernel” and average sampling interval. The mathematical proof and numerical examples are proposed to verify the feasibility of the protocol. Keywords: Resilient synchronization; Euler-Lagrange Systems; Safe Kernel; Average sampling interval Master of Science (Computer Control and Automation) 2022-06-01T12:09:04Z 2022-06-01T12:09:04Z 2022 Thesis-Master by Coursework Chen, H. (2022). Resilient synchronization of networked robotic systems in adversarial environment. Master's thesis, Nanyang Technological University, Singapore. https://hdl.handle.net/10356/158910 https://hdl.handle.net/10356/158910 en application/pdf Nanyang Technological University
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Electrical and electronic engineering::Control and instrumentation
spellingShingle Engineering::Electrical and electronic engineering::Control and instrumentation
Chen, Hongjian
Resilient synchronization of networked robotic systems in adversarial environment
description Over the past few decades, there has been considerable research interest in the field of networked robotic systems. One of research focuses is canonical synchronization issues. The consensus issues investigate how to design a distributed controller so that the networked robots can coordinate with each other to make a common decision. However, in adversarial environments, communication between robots can be disturbed by malicious attacks. The malicious information could be from the external attackers or internal non-participant robots. Considering the widespread use of synchronous algorithms in safety-critical systems, the need for resilient algorithms has attracted a lot of research interest. In this project, a composite resilient synchronization protocol for networked Euler-Lagrange systems is designed with the aid of two existing approaches, “safe kernel” and average sampling interval. The mathematical proof and numerical examples are proposed to verify the feasibility of the protocol. Keywords: Resilient synchronization; Euler-Lagrange Systems; Safe Kernel; Average sampling interval
author2 Wen Changyun
author_facet Wen Changyun
Chen, Hongjian
format Thesis-Master by Coursework
author Chen, Hongjian
author_sort Chen, Hongjian
title Resilient synchronization of networked robotic systems in adversarial environment
title_short Resilient synchronization of networked robotic systems in adversarial environment
title_full Resilient synchronization of networked robotic systems in adversarial environment
title_fullStr Resilient synchronization of networked robotic systems in adversarial environment
title_full_unstemmed Resilient synchronization of networked robotic systems in adversarial environment
title_sort resilient synchronization of networked robotic systems in adversarial environment
publisher Nanyang Technological University
publishDate 2022
url https://hdl.handle.net/10356/158910
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