A Nonlinear H-infinity Control Approach for Autonomous Truck and Trailer Systems

Rigatos, Gerasimos, Siano, Pierluigi, Wira, Patrice, Busawon, Krishna and Binns, Richard (2020) A Nonlinear H-infinity Control Approach for Autonomous Truck and Trailer Systems. Unmanned Systems, 08 (01). pp. 49-69. ISSN 2301-3850

US-D-16-00016R2-rmanuscript.pdf - Accepted Version

Download (2MB) | Preview
Official URL: https://doi.org/10.1142/S2301385020500041


A nonlinear optimal control method is developed for autonomous truck and trailer systems. Actually, two cases are distinguished: (a) a truck and trailer system that is steered by the front wheels of its truck, (b) an autonomous fire-truck robot that is steered by both the front wheels of its truck and by the rear wheels of its trailer. The kinematic model of the autonomous vehicles undergoes linearization through Taylor series expansion. The linearization is computed at a temporary operating point that is defined at each time instant by the present value of the state vector and the last value of the control inputs vector. The linearization is based on the computation of Jacobian matrices. The modeling error due to approximate linearization is considered to be a perturbation that is compensated by the robustness of the control scheme. For the approximately linearized model of the autonomous vehicles an H-infinity feedback controller is designed. This requires the solution of an algebraic Riccati equation at each iteration of the control algorithm. The stability of the control loop is confirmed through Lyapunov analysis. It is shown that the control loop exhibits the H-infinity tracking performance which implies elevated robustness against modeling errors and external disturbances. Moreover, under moderate conditions the global asymptotic stability of the control loop is proven. Finally, to implement state estimation-based control for the autonomous vehicles, through the processing of a small number of sensor measurements, the H-infinity Kalman Filter is proposed.

Item Type: Article
Uncontrolled Keywords: asymptotic stability, autonomous fire-truck robot, autonomous vehicle, H-infinity Kalman filter, nonlinear H-infinity control, nonlinear optimal control, Riccati equation, Truck and trailer
Subjects: G100 Mathematics
G500 Information Systems
H100 General Engineering
H400 Aerospace Engineering
Department: Faculties > Engineering and Environment > Mathematics, Physics and Electrical Engineering
Depositing User: Elena Carlaw
Date Deposited: 08 Nov 2019 11:15
Last Modified: 31 Jul 2021 13:05
URI: http://nrl.northumbria.ac.uk/id/eprint/41398

Actions (login required)

View Item View Item


Downloads per month over past year

View more statistics