DocumentCode
1768424
Title
Development of lateral control system for autonomous vehicle based on adaptive pure pursuit algorithm
Author
Myung-Wook Park ; Sang-Woo Lee ; Woo-Yong Han
Author_Institution
Electron. & Telecommun. Res. Inst., Daejeon, South Korea
fYear
2014
fDate
22-25 Oct. 2014
Firstpage
1443
Lastpage
1447
Abstract
This paper proposes a lateral control system based on adaptive pure pursuit algorithm. The lateral control system consists of the path tracker and primitive driver. The path tracker is improved than original pure pursuit method. The original pure pursuit method is influenced by look ahead distance that is dynamically adjusted with velocity. If look ahead distance is short, tracking performance is good. But if controller has long look ahead distance, we can see cutting corner at curved path. To reduce tracking error, we applied the PI (Proportional-Integral) control theory in lateral offset. Proportional gain is constant and integral gain is a function of the road curvature. The total desired steering angle is sum of look ahead distance desired angle and lateral offset desired angle. The primitive driver controls steering actuator by using PID (Proportional-Integral-Derivative) controller. The performance of proposed path tracking algorithm is a good at curved path, but similar to original path tracking method at low curvature path.
Keywords
PI control; actuators; adaptive control; automobiles; mobile robots; steering systems; three-term control; PI control theory; PID controller; adaptive pure pursuit algorithm; autonomous vehicle; constant proportional gain; curved path; cutting corner; dynamically adjusted look ahead distance; integral gain; lateral control system development; lateral offset; lateral offset desired angle; look ahead distance desired angle; path tracker; path tracking method; primitive driver; primitive driver control steering actuator; proportional-integral control theory; proportional-integral-derivative controller; road curvature path; total desired steering angle; tracking error reduction; tracking performance; Actuators; Robots; Vehicle dynamics; Vehicles; Advanced Pure pursuit method; Autonomous vehicle; Lateral control system; Path tracking algorithm; Steering control;
fLanguage
English
Publisher
ieee
Conference_Titel
Control, Automation and Systems (ICCAS), 2014 14th International Conference on
Conference_Location
Seoul
ISSN
2093-7121
Print_ISBN
978-8-9932-1506-9
Type
conf
DOI
10.1109/ICCAS.2014.6987787
Filename
6987787
Link To Document