Resilient platoon control for autonomous connected vehicles under actuator faults and cyberattacks

Abstract— This report is concerned with actuator fault and cyberattacks, the two most important factors in platoon connected vehicular system. The fault in actuator and attack signals are classified as unknown signals for our analysis. The purpose is to analyse the fault-tolerant control in-vehicle...

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Main Author: Tan, Guo Li
Other Authors: Su Rong
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2021
Subjects:
Online Access:https://hdl.handle.net/10356/149913
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1499132023-07-07T18:28:59Z Resilient platoon control for autonomous connected vehicles under actuator faults and cyberattacks Tan, Guo Li Su Rong School of Electrical and Electronic Engineering RSu@ntu.edu.sg Engineering::Electrical and electronic engineering Abstract— This report is concerned with actuator fault and cyberattacks, the two most important factors in platoon connected vehicular system. The fault in actuator and attack signals are classified as unknown signals for our analysis. The purpose is to analyse the fault-tolerant control in-vehicle platoon that contains these unknown signals under fault occurrence. In the thesis of this report, we incorporated the fault-tolerant control design regarding the studies in [1][2]. Then, we develop a fault model to simulate and examine the effects of each parameter of the platoon CAVs system. This fault model will investigate the parameters that could cause instability and determine the parameters that can help us achieve better performance in the platoon CAVs. Also, we will deepen our understanding and knowledge of cyberattacks that could occur in the platoon vehicle system and affect the reliability of the overall vehicle platoon system. Finally, the simulation results obtained from MATLAB will help us to determine the robustness and effectiveness under the influence of each input parameter that will affect the stability of the CAVs under a different fault scenario. Bachelor of Engineering (Electrical and Electronic Engineering) 2021-06-10T09:01:02Z 2021-06-10T09:01:02Z 2021 Final Year Project (FYP) Tan, G. L. (2021). Resilient platoon control for autonomous connected vehicles under actuator faults and cyberattacks. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/149913 https://hdl.handle.net/10356/149913 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
spellingShingle Engineering::Electrical and electronic engineering
Tan, Guo Li
Resilient platoon control for autonomous connected vehicles under actuator faults and cyberattacks
description Abstract— This report is concerned with actuator fault and cyberattacks, the two most important factors in platoon connected vehicular system. The fault in actuator and attack signals are classified as unknown signals for our analysis. The purpose is to analyse the fault-tolerant control in-vehicle platoon that contains these unknown signals under fault occurrence. In the thesis of this report, we incorporated the fault-tolerant control design regarding the studies in [1][2]. Then, we develop a fault model to simulate and examine the effects of each parameter of the platoon CAVs system. This fault model will investigate the parameters that could cause instability and determine the parameters that can help us achieve better performance in the platoon CAVs. Also, we will deepen our understanding and knowledge of cyberattacks that could occur in the platoon vehicle system and affect the reliability of the overall vehicle platoon system. Finally, the simulation results obtained from MATLAB will help us to determine the robustness and effectiveness under the influence of each input parameter that will affect the stability of the CAVs under a different fault scenario.
author2 Su Rong
author_facet Su Rong
Tan, Guo Li
format Final Year Project
author Tan, Guo Li
author_sort Tan, Guo Li
title Resilient platoon control for autonomous connected vehicles under actuator faults and cyberattacks
title_short Resilient platoon control for autonomous connected vehicles under actuator faults and cyberattacks
title_full Resilient platoon control for autonomous connected vehicles under actuator faults and cyberattacks
title_fullStr Resilient platoon control for autonomous connected vehicles under actuator faults and cyberattacks
title_full_unstemmed Resilient platoon control for autonomous connected vehicles under actuator faults and cyberattacks
title_sort resilient platoon control for autonomous connected vehicles under actuator faults and cyberattacks
publisher Nanyang Technological University
publishDate 2021
url https://hdl.handle.net/10356/149913
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