A Fuzzy Backstepping Control of a Mobile Manipulator with Torque Limits Avoidance

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Mohamed Boukattaya
Tarak Damak
Mohamed Jallouli

Abstract

In this paper, we present a dynamic redundancy resolution technique for mobile manipulator subject to joint torque limits. First, the dynamic model of the mobile manipulator in feasible motion space is given. Next, a control algorithm is proposed which completely decouples the motion of the system into the end-effector motion in the task space and an internal motion in the null space and controls them in prioritized basis with priority given to the primary task space and enables the selection of characteristics in both subspaces separately. A special attention is given to the joints torque limits avoidance where a new weighted pseudo-inverse of the Jacobian that accounts for both inertia and torque limits is proposed to solve problems inherent to torque limits of the system. Simulation results are given to illustrate the coordination of two subsystems in executing the desired trajectory without violating the joint torque limits.

Article Details

How to Cite
[1]
M. Boukattaya, T. Damak, and M. Jallouli, “A Fuzzy Backstepping Control of a Mobile Manipulator with Torque Limits Avoidance”, ECTI-CIT Transactions, vol. 5, no. 2, pp. 127–133, Apr. 2016.
Section
Artificial Intelligence and Machine Learning (AI)