Design and Synthesis of Mobile Robot Controller using Fuzzy

Islam, Md. Shabiul and Azim, Md. Anwarul and Jahan, Md. Saukat and Othman, Masuri (2006) Design and Synthesis of Mobile Robot Controller using Fuzzy. In: 2006 IEEE International Conference on Semiconductor Electronics. IEEE, pp. 825-829. ISBN 0-7803-9730-4

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Official URL: http://dx.doi.org/10.1109/SMELEC.2006.380752

Abstract

This paper describes a Fuzzy Logic Controller (FLC) algorithm for designing an autonomous mobile robot controller (MRC). The controller enables the robot to navigate in an unstructured environment and that avoid any encountered obstacles without human intervention. The autonomous mobile robot is found to be able to react to the environment appropriately during its navigation to avoid crashing with obstacles by turning to the proper angle while moving. The Fuzzy Logic algorithm has proven a commendable solution in dealing with certain control problems when the situation is ambiguous. One of the main difficulties faced by conventional control systems is the inability to operate in a condition with incomplete and imprecise information. As the complexity of a situation increases, a traditional mathematical model will be difficult if not impossible to implement. Fuzzy Logic is a tool for modeling uncertain systems by facilitating common sense reasoning in decision-making in the absence of complete and precise information. In this paper, the controller of an autonomous mobile robot is designed based on the theories of Fuzzy Logic. The wheeled robot is able to navigate by itself in a completely unstructured environment. The codes of MRC has written for implementing the separate modules of the Fuzzifier, Fuzzy Rule Base, Inference mechanism and Defuzzifier as hardware blocks. A behavioral model of MRC algorithm is first developed in MATLAB session with numerous data to evaluate its algorithm functionality. The development of MATLAB codes has converted into VHDL codes; for hardware implementation. Comparison results between MATLAB and VHDL of MRC algorithm also presented. Then the VHDL codes are synthesized using synthesis tool, known as Quartus II. Finally the MRC hardware blocks for VLSI design have been carried out.

Item Type: Book Section
Uncontrolled Keywords: Synthesis, Fuzzy rules, Mobile robot controller, Navigation algorithm, VHDL
Subjects: Q Science > QA Mathematics
Divisions: Faculty of Engineering (FOE)
Depositing User: Ms Rosnani Abd Wahab
Date Deposited: 21 Sep 2011 08:15
Last Modified: 16 Jan 2017 09:34
URI: http://shdl.mmu.edu.my/id/eprint/2133

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