JOURNAL ARTICLE

An Adaptive Fuzzy Controller for Trajectory Tracking of Robot Manipulator

Amol A. KhalateGopinathan LeenaGoshaidas Ray

Year: 2011 Journal:   Intelligent Control and Automation Vol: 02 (04)Pages: 364-370   Publisher: Scientific Research Publishing

Abstract

In this paper, an adaptive fuzzy control algorithm is proposed for trajectory tracking of an n-DOF robot manipulator subjected to parametric uncertainty and it is advantageous compared to the conventional nonlinear saturation controller. The asymptotic stability of the proposed controller has been derived based on Lyapunaov energy function. The design procedure is straightforward due to its simple fuzzy rules and control strategies. The simulation results show that the present control strategy effectively reduces the control effort with negligible chattering in control torque signals in comparison to the existing nonlinear saturation controller.

Keywords:
Control theory (sociology) Trajectory Fuzzy logic Controller (irrigation) Control engineering Nonlinear system Parametric statistics Fuzzy control system Engineering Robot Adaptive control Torque Computer science Control (management) Mathematics Artificial intelligence

Metrics

26
Cited By
0.64
FWCI (Field Weighted Citation Impact)
12
Refs
0.75
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Adaptive Control of Nonlinear Systems
Physical Sciences →  Engineering →  Control and Systems Engineering
Fuzzy Logic and Control Systems
Physical Sciences →  Computer Science →  Artificial Intelligence
Control and Dynamics of Mobile Robots
Physical Sciences →  Engineering →  Control and Systems Engineering

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