Model Predictive Path-Following for Bike Robot

被引:0
|
作者
Kim, Yongjae [1 ]
Yamakita, Masaki [1 ]
机构
[1] Tokyo Inst Technol, Fac Mech & Control Engn, Tokyo 152, Japan
关键词
balancing control; Model Predictive Control(MPC); optimal control; bicycle; balancer; path-following; constraint;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we apply model predictive control(MPC) to unmanned bicycle system(Bike robot) solving a path-following problem. The bicycle system has a balancer of which shape and mobility is similar to those of a inverted pendulum. We use MPC because of its advantages, i.e., it is efficient when applied to multi-input multi-output systems, and able to handle constraints on actuators, etc. To avoid the delay in computational calculations, we incorporated fast feedback algorithm in the MPC. To solve spatial tracking problem for the bicycle system without sideslip, we propose an approach solving path-following problem, considering the constraint conditions in the MPC. The effectiveness will be shown by numerical simulations.
引用
收藏
页码:1592 / 1597
页数:6
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