Safety-critical trajectory tracking control for quadrotors

Safety-critical control is critical in the applications of unmanned aerial vehicles (UAVs). For instance, an aerial robot such as a quadrotor needs to realize fast collision-free flight. However, the navigation strategy may conflict with the safety requirement. In this dissertation, the problem of s...

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Main Author: Li, Xinyi
Other Authors: Hu Guoqiang
Format: Thesis-Master by Coursework
Language:English
Published: Nanyang Technological University 2022
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Online Access:https://hdl.handle.net/10356/163160
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1631602022-11-28T23:34:30Z Safety-critical trajectory tracking control for quadrotors Li, Xinyi Hu Guoqiang School of Electrical and Electronic Engineering GQHu@ntu.edu.sg Engineering::Electrical and electronic engineering::Control and instrumentation::Robotics Safety-critical control is critical in the applications of unmanned aerial vehicles (UAVs). For instance, an aerial robot such as a quadrotor needs to realize fast collision-free flight. However, the navigation strategy may conflict with the safety requirement. In this dissertation, the problem of safety-critical trajectory tracking control for quadrotors is addressed. The proposed cascade controller consists of CLF-CBF-QP based position control, PID based velocity control and attitude control. In quadratic programming (QP), the hard safety constraints are derived from the Control Barrier Function (CBF) and the soft trajectory tracking constraints are formed based on a distance-based Control Lyapunov Function (CLF). The efficacy of the proposed approach is verified via simulations in MATLAB SIMULINK environment. The simulations include circular and square trajectories tracking with given ideal obstacles, and trajectory tracking with horizontal-range-limited LiDAR. Master of Science (Computer Control and Automation) 2022-11-28T23:34:30Z 2022-11-28T23:34:30Z 2022 Thesis-Master by Coursework Li, X. (2022). Safety-critical trajectory tracking control for quadrotors. Master's thesis, Nanyang Technological University, Singapore. https://hdl.handle.net/10356/163160 https://hdl.handle.net/10356/163160 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::Robotics
spellingShingle Engineering::Electrical and electronic engineering::Control and instrumentation::Robotics
Li, Xinyi
Safety-critical trajectory tracking control for quadrotors
description Safety-critical control is critical in the applications of unmanned aerial vehicles (UAVs). For instance, an aerial robot such as a quadrotor needs to realize fast collision-free flight. However, the navigation strategy may conflict with the safety requirement. In this dissertation, the problem of safety-critical trajectory tracking control for quadrotors is addressed. The proposed cascade controller consists of CLF-CBF-QP based position control, PID based velocity control and attitude control. In quadratic programming (QP), the hard safety constraints are derived from the Control Barrier Function (CBF) and the soft trajectory tracking constraints are formed based on a distance-based Control Lyapunov Function (CLF). The efficacy of the proposed approach is verified via simulations in MATLAB SIMULINK environment. The simulations include circular and square trajectories tracking with given ideal obstacles, and trajectory tracking with horizontal-range-limited LiDAR.
author2 Hu Guoqiang
author_facet Hu Guoqiang
Li, Xinyi
format Thesis-Master by Coursework
author Li, Xinyi
author_sort Li, Xinyi
title Safety-critical trajectory tracking control for quadrotors
title_short Safety-critical trajectory tracking control for quadrotors
title_full Safety-critical trajectory tracking control for quadrotors
title_fullStr Safety-critical trajectory tracking control for quadrotors
title_full_unstemmed Safety-critical trajectory tracking control for quadrotors
title_sort safety-critical trajectory tracking control for quadrotors
publisher Nanyang Technological University
publishDate 2022
url https://hdl.handle.net/10356/163160
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