Application of asymmetric barrier Lyapunov function using ADRC approach for development of autonomous vehicle lateral control

被引:3
|
作者
Parkash, Aman [1 ]
Swarup, Akhilesh [1 ]
机构
[1] Natl Inst Technol, Dept Elect Engn, Kurukshetra 136119, Haryana, India
关键词
autonomous vehicle; lateral offset error; backstepping; active disturbance rejection control; extended state observer; asymmetric barrier Lyapunov function; DISTURBANCE REJECTION CONTROL; DOWN REFERENCE SYSTEMS; STEERING CONTROL; LANE;
D O I
10.1177/10775463221075443
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
This paper presents a control scheme for performance improvement in lane-keeping activity of autonomous vehicle, within guaranteed specified deviations. Such feature will provide better and safe maneuvering for autonomous vehicle. The proposed control scheme consists of Asymmetric Barrier Lyapunov Function (ABLF) based backstepping method for ensuring stability and constraints satisfaction. Since autonomous vehicle dynamics is subjected to unknown disturbances and also the states, it has been shown that the vehicle performance can be improved by the application of Active Disturbance Rejection Control (ADRC) which uses the Extended State Observer (ESO). For the proposed control scheme, the asymptotic stability and convergence of error dynamics have been established. The simulation results have been presented to illustrate the performance robustness and accuracy provided by the proposed control scheme. Further, it has been show that the vehicle motion performance is better in comparison to the performances obtained from two existing control methods.
引用
收藏
页码:2160 / 2171
页数:12
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