Title :
On Periodic Control Laws for Mobile Robots
Author_Institution :
Fac. of Electr. Eng., Univ. of Ljubljana, Ljubljana, Slovenia
Abstract :
This paper deals with the control of differentially driven wheeled mobile robots. Two families of wheeled mobile robots are considered: those that are capable of forward motion only and those that can perform forward and backward motion. A unified framework for the control law analysis and design of both robot types is proposed. The control laws are developed within a Lyapunov stability analysis framework. Periodic Lyapunov functions are proposed, and the constructive procedure leads to periodic control laws. These laws are very natural for wheeled mobile robots since they are inspired by the periodic nature of a robot´s orientation. The simple form of the control laws enables their easy implementation in practical applications. Global convergence is proven based on the usual requirements for reference velocities. Some important properties of these systems are also treated, such as continuity and the presence of unstable equilibria. Some guidelines for how to choose a suitable control law and its parameters are also given. An extensive simulation study was performed, and the results of the proposed control laws are compared with some control laws from the literature. The algorithms were also validated using the Mirosot-type robot soccer robot and a vision-based system.
Keywords :
Lyapunov methods; control system analysis; control system synthesis; mobile robots; multi-robot systems; periodic control; robot vision; stability; Lyapunov stability analysis framework; Mirosot-type robot soccer robot; backward motion; differentially driven wheeled mobile robot control; forward motion; global convergence; periodic Lyapunov functions; periodic control law analysis; robot orientation; vision-based system; Convergence; Kinematics; Lyapunov methods; Mobile robots; Robot kinematics; Trajectory; Error model; Lyapunov stability analysis; kinematic model; periodic control law; trajectory tracking; wheeled mobile robot;
Journal_Title :
Industrial Electronics, IEEE Transactions on
DOI :
10.1109/TIE.2013.2287222