Relative navigation control of articulated vehicle based on LTV-MPC. (17th April 2021)

• Record Type: Journal Article
• Authors: Bai, Guoxing; Meng, Yu; Gu, Qing; Luo, Weidong; Liu, Li
• Is Part Of: International journal of heavy vehicle systems. Volume 28:Number 1(2021)
• Page Start: 34
• Page End: 54
• Publication Date: 2021-04-17
• Subjects: articulated vehicle -- relative navigation -- motion control -- LTV-MPC -- linear time varying model predictive control -- nonlinear systems; Motor vehicles -- Design and construction -- Periodicals; Commercial vehicles -- Design and construction -- Periodicals; Motor vehicles -- Design and construction; Periodicals; 629.224
• Languages: English
• ISSNs: 1744-232X

Abstract

The automation of the articulated vehicle is an important trend of the intelligent transportation system in the mining industry. And the relative navigation is a key technology to automatic vehicles. One of the challenges in the relative navigation of the articulated vehicle is that the system constraints may cause the actuator saturation and other problems. In order to solve these problems, this paper presents a relative navigation control method based on linear time varying model predictive control (LTV-MPC). This control method can explicitly take the system constraints into account. The performance of the controller is verified by simulation and experiment. The results show that the articulated vehicle with the LTV-MPC controller can track the target heading direction, the steady-state error is less than 0.3 rad. The relative navigation controller based on LTV-MPC can be used to improve the automatic driving performance of the articulated vehicle.