Title :
Decentralized leader-follower formation control with obstacle avoidance of multiple unicycle mobile robots
Author :
Kamel, Mohamed A. ; Youmin Zhang
Author_Institution :
Dept. of Mech. & Ind. Eng., Concordia Univ., Montréal, QC, Canada
Abstract :
This work investigates the formation control and obstacle avoidance of multiple differentially driven wheeled mobile robots (WMRs) based on the kinematic model and the leader-follower approach. A combination of a linear model predictive control and input-output feedback linearization is implemented on a team of WMRs in order to accomplish a formation task. The linear model of each robot with nonlinear dynamics is found through feedback linearization, while model predictive control is applied to the linear model to perform the formation control. An obstacle avoidance algorithm also implemented to each robot in formation. The obstacle avoidance strategy is based on generating a virtual force that is considered to make corrections in the linear and angular velocities of each robot in formation. Simulation results are presented in order to demonstrate the performance of a team of WMRs with two formation mission scenarios.
Keywords :
angular velocity control; collision avoidance; decentralised control; feedback; linear systems; linearisation techniques; mobile robots; multi-robot systems; multivariable control systems; nonlinear control systems; predictive control; robot dynamics; robot kinematics; WMR team; angular velocities; decentralized leader-follower formation control; feedback linearization; formation mission scenarios; input-output feedback linearization; kinematic model; linear model predictive control; linear velocities; model predictive control; multiple unicycle mobile robots; multiple-differentially driven wheeled mobile robots; nonlinear dynamics; obstacle avoidance algorithm; virtual force generation; Angular velocity; Collision avoidance; Mobile robots; Robot kinematics; Robot sensing systems; Trajectory; Feedback Linearization; Formation Control; Model Predictive Control; Obstacle Avoidance; WMRs;
Conference_Titel :
Electrical and Computer Engineering (CCECE), 2015 IEEE 28th Canadian Conference on
Conference_Location :
Halifax, NS
Print_ISBN :
978-1-4799-5827-6
DOI :
10.1109/CCECE.2015.7129312