Trajectory planning and tracking control for autonomous bicycle robot

被引:0
|
作者
Jing Yuan
Huan Chen
Fengchi Sun
Yalou Huang
机构
[1] Nankai University,College of Computer and Control Engineering
来源
Nonlinear Dynamics | 2014年 / 78卷
关键词
Trajectory planning; Trajectory tracking control; Autonomous bicycle robot; Particle swarm optimization;
D O I
暂无
中图分类号
学科分类号
摘要
Control of the autonomous bicycle robot offers considerable challenges to the field of robotics due to its nonholonomic, underactuated, and nonminimum-phase properties. Furthermore, instability and complex dynamic coupling make the trajectory planning of the bicycle robot even more challenging. In this paper, we consider both trajectory planning and tracking control of the autonomous bicycle robot. The desired motion trajectory of the contact point of the bicycle’s rear wheel is constructed using the parameterized polynomial curve that can connect two given endpoints with associated tangent angles. The parameters of the polynomial curve are determined by minimizing the maximum of the desired roll angle’s equilibrium of the bicycle, and this optimization problem is solved by the particle swarm optimization algorithm. Then, a control scheme that can achieve full-state trajectory tracking while maintaining the bicycle’s balance is proposed by combining a planar trajectory tracking controller with a roll angle balance controller. Simulation results are presented to demonstrate the effectiveness of the proposed method.
引用
收藏
页码:421 / 431
页数:10
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