Title :
Polar Polynomial Curve for Smooth, Collision-free Path Generation Between Two Arbitrary Configurations for Nonholonomic Robots
Author :
Lai, Xue Cheng ; Mamun, Abdullah Al ; Ge, Shuzhi Sam
Author_Institution :
Nat. Univ. of Singapore, Singapore
Abstract :
This paper studies a geometric-based method for smooth path generation for nonholonomic mobile robots, which are subject to dynamic and curvature constraints. It first studies polar polynomial curve and its properties for it to be used in curvature-smooth transition. In the design of such a path, it is examinable whether the robot constraints and curvature requirement are satisfied. Then, connection using such a curve is extended to the case that the robot is performing rotation at its start position. Next, a computationally efficient way is proposed for collision test of the curve in order to achieve realtime path planning. Finally, extensive simulation experiments are carried out to verify the proposed method.
Keywords :
collision avoidance; mobile robots; polynomials; collision-free path generation; curvature requirement; curvature-smooth transition; geometric-based method; nonholonomic mobile robot; polar polynomial curve; robot constraint; smooth path generation; Computational modeling; Control systems; Intelligent control; Intelligent robots; Mobile robots; Motion planning; Path planning; Polynomials; Robot kinematics; Testing; Polar polynomial; collision checking; curvature constraint; dynamic constraints; nonholonomic robots;
Conference_Titel :
Intelligent Control, 2007. ISIC 2007. IEEE 22nd International Symposium on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-0440-7
Electronic_ISBN :
2158-9860
DOI :
10.1109/ISIC.2007.4450861