Resilient synchronization of networked robotics systems with misbehaving nodes

Transforming into Industry 4.0, the application of robotics systems is expanded extensively and has been employed in various industries, including manufacturing, agriculture, healthcare, logistics and et cetera. Therefore, to control large-scale industrial robots efficiently, it is crucial to design...

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Main Author: Lim, Zhe Yee
Other Authors: Wen Changyun
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2022
Subjects:
Online Access:https://hdl.handle.net/10356/157453
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1574532023-07-07T19:19:15Z Resilient synchronization of networked robotics systems with misbehaving nodes Lim, Zhe Yee Wen Changyun School of Electrical and Electronic Engineering Li Xiaolei ECYWEN@ntu.edu.sg Engineering::Electrical and electronic engineering Transforming into Industry 4.0, the application of robotics systems is expanded extensively and has been employed in various industries, including manufacturing, agriculture, healthcare, logistics and et cetera. Therefore, to control large-scale industrial robots efficiently, it is crucial to design and model Networked Robotics Systems (NRS) that is capable to communicate with each other wirelessly and most eminently cyber resilient to malicious attacks or breach. In this project, Adversarial Resilient Consensus Protocol (ARC-P) are reviewed as the distributed consensus algorithm for NRS in the presence of misbehaving nodes. The core idea of ARC-P is for each cooperative node to sort out the relative states of each of the adjacent nodes, remove suspicious values and sum the relative states as the input. ARC-P is used to formulate the misbehaving nodes problem to reach a consensus with a lower computational burden in comparison to the traditional consensus algorithm whereas ARC-P needs only local information. Bachelor of Engineering (Electrical and Electronic Engineering) 2022-05-16T12:18:25Z 2022-05-16T12:18:25Z 2022 Final Year Project (FYP) Lim, Z. Y. (2022). Resilient synchronization of networked robotics systems with misbehaving nodes. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/157453 https://hdl.handle.net/10356/157453 en A1170-211 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
spellingShingle Engineering::Electrical and electronic engineering
Lim, Zhe Yee
Resilient synchronization of networked robotics systems with misbehaving nodes
description Transforming into Industry 4.0, the application of robotics systems is expanded extensively and has been employed in various industries, including manufacturing, agriculture, healthcare, logistics and et cetera. Therefore, to control large-scale industrial robots efficiently, it is crucial to design and model Networked Robotics Systems (NRS) that is capable to communicate with each other wirelessly and most eminently cyber resilient to malicious attacks or breach. In this project, Adversarial Resilient Consensus Protocol (ARC-P) are reviewed as the distributed consensus algorithm for NRS in the presence of misbehaving nodes. The core idea of ARC-P is for each cooperative node to sort out the relative states of each of the adjacent nodes, remove suspicious values and sum the relative states as the input. ARC-P is used to formulate the misbehaving nodes problem to reach a consensus with a lower computational burden in comparison to the traditional consensus algorithm whereas ARC-P needs only local information.
author2 Wen Changyun
author_facet Wen Changyun
Lim, Zhe Yee
format Final Year Project
author Lim, Zhe Yee
author_sort Lim, Zhe Yee
title Resilient synchronization of networked robotics systems with misbehaving nodes
title_short Resilient synchronization of networked robotics systems with misbehaving nodes
title_full Resilient synchronization of networked robotics systems with misbehaving nodes
title_fullStr Resilient synchronization of networked robotics systems with misbehaving nodes
title_full_unstemmed Resilient synchronization of networked robotics systems with misbehaving nodes
title_sort resilient synchronization of networked robotics systems with misbehaving nodes
publisher Nanyang Technological University
publishDate 2022
url https://hdl.handle.net/10356/157453
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