PDC Control Design for Non-holonomic Wheeled Mobile Robots with Delayed Outputs

被引:35
|
作者
Guechi, El-Hadi [1 ]
Lauber, Jimmy [1 ]
Dambrine, Michel [1 ]
Klancar, Gregor [2 ]
Blazic, Saso [2 ]
机构
[1] Univ Valenciennes & Hainaut Cambresis, LAMIH FRE CNRS 3304, F-59313 Valenciennes 9, France
[2] Fac Elect Engn, Lab Modeling Simulat & Control, Ljubljana 1000, Slovenia
关键词
PDC control; TS fuzzy model; Non-holonomic mobile robot; TS fuzzy observer; Non-linear predictor observer; Delay system; Trajectory tracking; NONLINEAR-SYSTEMS; FUZZY CONTROL; STABILIZATION; TRACKING;
D O I
10.1007/s10846-010-9420-0
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents a new technique for tracking-error model-based Parallel Distributed Compensation (PDC) control for non-holonomic vehicles where the outputs (measurements) of the system are delayed and the delay is constant. Briefly, this technique consists of rewriting the kinematic error model of the mobile robot tracking problem into a TS fuzzy representation and finding a stabilizing controller by solving LMI conditions for the tracking-error model. The state variables are estimated by nonlinear predictor observer where the outputs are delayed by a constant delay. To illustrate the efficiency of the proposed approach a comparison between the TS fuzzy observer and the nonlinear predictor observer is shown. For this study the reference trajectory is built by taking into account the acceleration limits of the mobile robot. All experiments are implemented on simulation and the real-time platform.
引用
收藏
页码:395 / 414
页数:20
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