Title :
Smooth Switching Robust Adaptive Control for Omnidirectional Mobile Robots
Author :
Jeng-Tze Huang ; Tran Van Hung ; Ming-Lei Tseng
Author_Institution :
Inst. of Digital Mechatron. Technol., Chinese Culture Univ., Taipei, Taiwan
Abstract :
Issues of modeling and control design for omnidirectional mobile robots with both structured and unstructured uncertainties are presented. First, system dynamics with an arbitrary location of the center of mass (CM) are derived. The system parameters, including the location of CM and those in the motor dynamics, are assumed unknown. The commonly adopted adaptive linearizing control suffers from the so-called control singularity under such circumstances. A smooth switching adaptive robust controller is then proposed to alleviate such a difficulty. It consists of four parts, a nominal adaptive linearizing controller, a deputy adaptive sliding-mode controller being in charge near singularity, a switching algorithm monitoring the exchange of control authority between the above two controllers, and a standard robust controller for handing the unstructured uncertainty. Not only does it significantly reduce the control voltages near singularity, but it also achieves better transients than a single adaptive controller and less control effort than a single robust controller. Both the simulation and experiments on an omnidirectional mobile robot are provided to demonstrate the validity of the proposed design.
Keywords :
adaptive control; control system synthesis; linearisation techniques; mobile robots; robot dynamics; robust control; switching systems (control); transient response; uncertain systems; variable structure systems; center of mass location; control authority exchange monitoring; control design; control singularity; deputy adaptive sliding-mode controller; motor dynamics; nominal adaptive linearizing controller; omnidirectional mobile robots; smooth switching robust adaptive control; switching algorithm; system dynamics; transients; unstructured uncertainty handing; Mobile robots; Robustness; Switches; Uncertainty; Vectors; Voltage control; Adaptive control; control singularity; digital signal processing (DSP) chips; omnidirectional mobile robot; sliding-mode control; smooth switching; smooth switching.;
Journal_Title :
Control Systems Technology, IEEE Transactions on
DOI :
10.1109/TCST.2015.2388734