Model Predictive Control of Trajectory Tracking of Differentially Steered Mobile Robot

被引:3
|
作者
Sharma, K. Rahul [1 ]
Honc, Daniel [1 ]
Dusek, Frantisek [1 ]
机构
[1] Univ Pardubice, Fac Elect Engn & Informat, Dept Proc Control, Pardubice, Czech Republic
关键词
Dynamic system modelling; Advanced control; Mobile robot; MPC;
D O I
10.1007/978-3-319-21206-7_8
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The paper is focused on trajectory tracking of differential drive mobile robot. The mathematical model of dynamics and kinematics of the mobile robot is considered, based on first principle approach. The dynamic behaviour of engines and chassis, coupling between engines and wheels and basic geometric dimensions are taken into consideration. Reference tracking of linear and angular velocities are achieved by model predictive control of supply voltage of both the drive motors by considering constraints on controlled variable, manipulated variable as well as state variables. Simulation results are provided to demonstrate the performance of proposed control strategy in MATLAB simulation environment.
引用
收藏
页码:85 / 95
页数:11
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