Design of Analog Fuzzy Controller for Autonomous Mobile Robot

Author:

Kapse Vinod1,Jharia Bhavana2,Thakur S. S.3,Gupta C. P.4

Affiliation:

1. GyanGanga Institute of Technology and Sciences, Jabalpur, Madhya Pradesh 482002, India

2. Ujjain Engineering College, Ujjain Madhya Pradesh, India

3. Jabalpur Engineering College, Jabalpur, Madhya Pradesh, India

4. Indian Institute of Technology, Roorkee, Uttarakhand, India

Abstract

The analog fuzzy intelligent controllers for autonomous mobile robot to avoid static and dynamic obstacles in its local environment are presented. The controller designed for the robot is reconfigurable in nature in terms of number of rules in database i.e. flexibility for online rule change as per the frequency of obstacle in the local environment. The controller is proposed with adjustable membership function in terms of shape and degree of overlapping with dynamic rule base. New accurate MAX and MIN circuits are introduced. The controller is simulated using Tanner® tool. The two-input single-output fuzzy controller with 25 rules is implemented in 0.25µm CMOS technology. The maximum delay was found to be 9.915ns for the processing of 25 rules and the value of FLIPS was found to be 100.85 MFLIPS.

Publisher

World Scientific Pub Co Pte Lt

Subject

Artificial Intelligence,Information Systems,Control and Systems Engineering,Software

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Fuzzy obstacle avoidance optimization of soccer robot based on an improved genetic algorithm;Journal of Ambient Intelligence and Humanized Computing;2019-12-12

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