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IJSTR >> Volume 3- Issue 5, May 2014 Edition

International Journal of Scientific & Technology Research  
International Journal of Scientific & Technology Research

Website: http://www.ijstr.org

ISSN 2277-8616

Formation Control For Wheeled Mobile Robots

[Full Text]



Ritesh Meshram, Dr. Sunil Surve



Index Terms: car-like, mobile robot, IT2-FL, kinematics, leader-follower.



Abstract: this paper describes work on formation for a group of wheeled mobile robots. Also in this paper we have tried to give the detail information about the kinematics of wheeled mobile robot available in various literatures in a simpler way. We are using car-like mobile robot where the leader mobile robot is controlled to reach the desired position, whereas the follower follows the leader robot with some specific distance and angle. Here we made an assumption that the motion occurs in a 2D space without any obstacle in its path. The basic of kinematic bicycle model for a wheeled mobile robot is used in this work. For controlling the motion of robots we are using fuzzy logic. As we know, Fuzzy logic theory is subdivided into two types, type-1 and type-2. For the motion control of a car-like mobile robot in formation we are using the concept of Interval type2 fuzzy logic (IT2-FL). A new rule base is designed for IT2-FL system and the simulation is done in Matlab environment also the final results are given to show the efficiency and effectiveness of the proposed fuzzy controller.



[1] Roland Siegwart and Illah R. Nourbakhsh, ”Introduction to Autonomous Mobile Robots”, 2004.

[2] Alejandra Barrera, “Mobile Robots Navigation”, Published by In-Teh March 2010.

[3] Jarrod M. Snider, “Automatic Steering Methods for Autonomous Automobile Path Tracking”, Robotics Institute, Carnegie Mellon University, Pittsburgh, Pennsylvania, February 2009.

[4] Seong-Gon Kong and Bart Kosko,“Adaptive Fuzzy Systems for Backing up a Truck-and-Trailer”, IEEE TRansactions On Neural Networks, Vol. 3, No. 2, March 1992.

[5] James A. Freeman , “Fuzzy Systems for Control Applications: The Truck Backer-Upper” , The Mathematica Journal, 1994.

[6] Guanrong Chen, Trung Tat Pham” Introduction to Fuzzy Sets, Fuzzy Logic, and Fuzzy Control Systems”, CRC Press, 2001.

[7] Amar Khoukhi, Luc Baron, Marek Balazinski,“Fuzzy Parking Manoeuvres Of Wheeled Mobile Robots”, Natural Science And Engineering Research Council of Canada, May 5, 2007.

[8] Dongrui Wu “A Brief Tutoria on Interval Type-2 Fuzzy Sets and Systems”, 2007. https://sites.google.com/site/drwu09/publications/completepubs

[9] Hani Hagras and Christian Wagner, “Introduction to Interval Type-2 Fuzzy Logic Controllers -Towards Better Uncertainty Handling in Real World Applications”, IEEE SMC – eNewsletter,2009.

[10] Greenwood D.T.,”Principles of Dynamics” 2nd Edition, Prentice_Hall,1987.

[11] Steven M. LaValle,”Planning Algorithm” Published by Cambridge University Press,2006.

[12] Oscar Castillo and Patricia Melin,”Type-2 Fuzzy Logic: Theory and Applications”, Springer-Verlag, Berlin, 2008.

[13] Jerry M. Mendel, Robert I. John and Feilong Liu, “Interval type-2 fuzzy logic systems made simple,” IEEE Trans. on Fuzzy Systems, vol. 14, No. 6, pp. 808-821, 2006.

[14] Jerry M. Mendel and Robert I. John, “Type-2 fuzzy sets made simple,” IEEE Trans. on Fuzzy Systems, vol.10, No. 2, pp. 117-127, 2002.

[15] Qilian Liang and Jerry M. Mendel, “Interval Type-2 Fuzzy Logic Systems: Theory and Design”, IEEE Transactions On Fuzzy Systems, VOL. 8, NO. 5. , October 2000

[16] Nilesh N. Karnik, Jerry M. Mendel “Type-2 Fuzzy Logic Systems” IEEE Transactions On Fuzzy Systems, Vol. 7, NO. 6, DECEMBER 1999.

[17] Nesrine Baklouti, Robert John, Adel M. AlimiInterval “Type-2 Fuzzy Logic Control of Mobile Robots”,Journal of Intelligent Learning Systems and Applications, 291-302, 4,2012.

[18] B B V L Deepak , Dayal R Parhi ,”Kinematic Analysis Of Wheeled Moblie Roobt”, J. Automation & Systems Engineering 5-2 (2011).

[19] Jerry Mendel, “typ2 2 fuzzy set and systems: An Overview”IEEE Computational Intelligence Magazine,vol.2,no.1,pp.20-29,February 2007

[20] Alonzo Kelly, “A Vector Algebra Formulation of Kinematics of Wheeled Mobile Robots”, Carnegie Mellon University, 2010