Fuzzy logic reactive control of an autonomous mobile robot in a distributed environment

This paper describes reactive control of an autonomous mobile robot using fuzzy logic in a distributed environment. Simulation results of the reactive fuzzy controller in a particular maze problem illustrate the effectiveness of the proposed approach.

[1]  E. Mizutani,et al.  Neuro-Fuzzy and Soft Computing-A Computational Approach to Learning and Machine Intelligence [Book Review] , 1997, IEEE Transactions on Automatic Control.

[2]  Luis T. Aguilar,et al.  Intelligent Control of an Autonomous Mobile Robot using Type-2 Fuzzy Logic , 2006, Eng. Lett..

[3]  Chan-Jin Chung,et al.  Autonomous robot vision software design using Matlab toolboxes , 2004, SPIE Optics East.

[4]  David W. Payton,et al.  Plan guided reaction , 1990, IEEE Trans. Syst. Man Cybern..

[5]  Jan Vaseak,et al.  Hybrid Fuzzy Adaptive Control of LEGO Robots , 2002, Int. J. Fuzzy Log. Intell. Syst..

[6]  David Naso,et al.  Fuzzy control of a mobile robot , 2006, IEEE Robotics & Automation Magazine.

[7]  J. Vaš Hybrid Fuzzy Adaptive Control of LEGO Robots , 2005 .

[8]  V.M. Peri,et al.  Fuzzy logic control for an autonomous robot , 2005, NAFIPS 2005 - 2005 Annual Meeting of the North American Fuzzy Information Processing Society.

[9]  J. Baltes,et al.  A Path Following System for Autonomous Robots with Minimal Computing Power , 2001 .

[10]  Roland Siegwart,et al.  A Control Method for Stable and Smooth Path Following of Mobile Robots , 2005 .

[11]  Michel Parent,et al.  Path-Tracking Controller of a bi-steerable Cybernetic Car using Fuzzy Logic , 2003 .

[12]  Oscar Castillo,et al.  Intelligent Control for a Perturbed Autonomous Wheeled Mobile Robot: a Type-2 Fuzzy Logic Approach , 2007 .

[13]  Daniel Toal,et al.  A Fuzzy Logic Based Navigation System for a Mobile Robot , 2000 .

[14]  A. Meghdari,et al.  On the optimum design of fuzzy logic controller for trajectory tracking using evolutionary algorithms , 2004, IEEE Conference on Cybernetics and Intelligent Systems, 2004..

[15]  Shigeki Ishikawa,et al.  A method of indoor mobile robot navigation by using fuzzy control , 1991, Proceedings IROS '91:IEEE/RSJ International Workshop on Intelligent Robots and Systems '91.