Title :
Robust Lateral Motion Control of Electric Ground Vehicles With Random Network-Induced Delays
Author :
Xiaoyuan Zhu ; Hui Zhang ; Junmin Wang ; Zongde Fang
Author_Institution :
Sch. of Mech. Eng., Northwestern Polytech. Univ., Xi´an, China
Abstract :
This paper presents a lateral motion control strategy for four-wheel independently actuated (FWIA) electric ground vehicles that use the controller area network as a communication medium. The proposed controller design aims to guarantee vehicle stability while tracking the desired yaw rate, in spite of random network-induced delays that exist in both the feedback and forward channels. By modeling the random network-induced delays in both channels as two homogenous Markov chains, statistic information of these delays is incorporated in the mode-dependent tracking controller design. The control law consists of state feedback control and integral control. To fully compensate for the network-induced delays, a delay-free stochastic closed-loop system is first obtained in a discrete-time framework by using a system augmentation technique. Then, a robust linear quadratic regulator-based $boldsymbol{H}_{infty}$ controller is developed to achieve the tradeoff between the tracking error and the control input while also attenuating the effect of external disturbance. Considering the physical limitation of in-wheel motors, the eigenvalue positions of the state matrix are constrained in a predefined area to further balance the control inputs and transient responses by using pole placement. Finally, an iterative linear matrix inequality algorithm is adopted to obtain the delay-dependent feedback control gains. Simulation results based on a high-fidelity, CarSim, full-vehicle model show the effectiveness of the proposed lateral motion control approach.
Keywords :
H∞ control; Markov processes; closed loop systems; control system synthesis; controller area networks; eigenvalues and eigenfunctions; electric vehicles; iterative methods; linear matrix inequalities; linear quadratic control; motion control; pole assignment; state feedback; stochastic systems; controller area network; delay-dependent feedback control gain; delay-free stochastic closed-loop system; discrete-time framework; feedback forward channel; four-wheel independently actuated electric ground vehicles; homogenous Markov chain; integral control; iterative linear matrix inequality algorithm; mode dependent tracking controller design; random network-induced delay; robust lateral motion control strategy; robust linear quadratic regulator-based H∞ controller; state feedback control; state matrix eigenvalue position; system augmentation technique; vehicle stability; Closed loop systems; Delays; Electric vehicles; Materials; Motion control; $boldsymbol{H}_{infty}$ control; FWIA electric vehicles; Four-wheel independently actuated (FWIA) electric vehicles; H∞ control; Lateral motion control; Markov chains; lateral motion control; network-induced delays;
Journal_Title :
Vehicular Technology, IEEE Transactions on
DOI :
10.1109/TVT.2014.2383402