1. Robust Control Framework for Lateral Dynamics of Autonomous Vehicle Using Barrier Lyapunov Function
- Author
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Naveed Mazhar, Rameez Khan, Raja Amer Azim, Abid Raza, Hameed Ullah, and Fahad Mumtaz Malik
- Subjects
0209 industrial biotechnology ,Autonomous vehicle ,output constraints ,General Computer Science ,nonlinear model reduction ,Computer science ,02 engineering and technology ,Curvature ,Sliding mode control ,Vehicle dynamics ,020901 industrial engineering & automation ,Robustness (computer science) ,Control theory ,0202 electrical engineering, electronic engineering, information engineering ,General Materials Science ,single-input multi-output control ,Parametric statistics ,lateral dynamics ,Dynamics (mechanics) ,General Engineering ,020201 artificial intelligence & image processing ,lcsh:Electrical engineering. Electronics. Nuclear engineering ,Robust control ,Reduction (mathematics) ,barrier function ,lcsh:TK1-9971 - Abstract
This article presents the robust lateral control of an autonomous vehicle in the presence of unknown lateral tire forces, road curvature angle, and parametric uncertainties. The sliding mode control (SMC) with barrier Lyapunov function is implemented to guarantee the system robustness while maintaining the outputs of the system in realistic bounds. Following the model reduction approach, the slow and fast dynamics of the system are separately controlled using the proposed control technique. The efficacy of the proposed control technique is examined by comparing the simulation results with conventional sliding mode control in two-time scales.
- Published
- 2021