Title :
Discrete-time fuzzy logic control of a mobile robot with an onboard manipulator
Author_Institution :
Syst. & Control Res., Autom. Anal. Corp., Peoria, IL, USA
Abstract :
A systematic approach for modeling and Cartesian motion control of a mobile vehicle with on-board arm is presented. A fuzzy logic controller (FLC) which feedback linearizes the composite system after the incorporation of non-holonomic constraints is considered The feedback linearization provides an inner loop that accounts for possible motion of the on-board arm. A novel approach to adapt the fuzzy system parameters is attempted and using this adaptive fuzzy logic controller the uniform ultimate boundedness of the closed-loop signals is presented. Certainty equivalence is not used and regression matrix is not required. The result is a model-free universal fuzzy controller that works for any system in the given class of systems
Keywords :
closed loop systems; discrete time systems; feedback; fuzzy control; linearisation techniques; manipulators; mobile robots; motion control; Cartesian motion control; adaptive fuzzy logic controller; closed-loop signals; discrete-time fuzzy logic control; feedback linearization; mobile robot; mobile vehicle; model-free universal fuzzy controller; nonholonomic constraints; on-board arm; onboard manipulator; uniform ultimate boundedness; Control systems; Feedback loop; Fuzzy logic; Fuzzy systems; Interconnected systems; Linear feedback control systems; Mobile robots; Motion control; Programmable control; Vehicles;
Conference_Titel :
Decision and Control, 1996., Proceedings of the 35th IEEE Conference on
Conference_Location :
Kobe
Print_ISBN :
0-7803-3590-2
DOI :
10.1109/CDC.1996.572616