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A Design of fuzzy controller for Autonomous Navigation of Unmanned Vehicle
Pages - 65 - 74     |    Revised - 30-08-2010     |    Published - 30-10-2010
Volume - 1   Issue - 3    |    Publication Date - October  Table of Contents
Fuzzy controller,, Autonomous Navigation,, Sensor, , Collision Avoidance, , Digital Domain.
The design approach is proposed for fuzzy logic controller for autonomous navigation of a vehicle in an obstacle filled environment. The proposed fuzzy controller is composed obstacle avoidance layer, orientation control layer, passage detection module. Here the fuzzy controller for obstacle avoidance is proposed. It provides a model for multiple sensor input fusion and it is composed of eight individual controllers, each calculating a collision possibility in different directions of movement. By calculating value of collision possibility main controller that performs real-time collision avoidance. The operating frequency & logic cells requirements for different implementation techniques are find out. The designs have been carried out in the digital domain with VHDL using Altera Quartus-II software.
CITED BY (1)  
1 Chandra, R., & Prihastomo, Y. (2012). Self Driving Car: Artificial Intelligence Approach. Journal TICOM (Technology of Information and Communication), 1(1), 43-48.
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1 S. X. Yang et. al. “An Embedded Fuzzy Controller for a Behavior-Based Mobile Robot ith Guaranteed Performance”. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 12(4):436-446, 2004
2 A. P. Khatra et. al. “A Multi-Layered Fuzzy Controller for a Mobile Robot”. 2006 IEEE International Conference on Fuzzy Systems Sheraton Vancouver Wall Centre Hotel, Vancouver,BC, Canada, 2006
3 V. Muresan et. al. “From VHDL to FPGA-A case study of a Fuzzy Logic Controller”.International conference of young lecturers, Hungary,1997
4 I. Baturone et. al. “Automatic Design of Fuzzy Controllers for Car Like autonomous Robots”.IEEE Transactions of Fuzzy Systems, 12(4):447-465, 2004
5 L. Doitsidis et. al. “Fuzzy Logic Based Autonomous Skid Steering Vehicle Navigation”. Proc. of the 2002 IEEE International Conference on Robotics and Automation Washington DC, 2002
6 J. Xiao et. al. “Fuzzy Controller for Wall-Climbing Microrobots”. IEEE Transactions On Fuzzy Systems, 12(4): 2004
7 S. Singh et. al. “Implementation of a Fuzzy Logic Controller on an FPGA using VHDL”. IEEE,2003
8 A. Barriga, R. Senhadji et. al. “A Design Methodology For Application Specific Fuzzy Integrated Circuits”. Proc. of the IEEE International Conference on Electronics, Circuits and Systems (ICECS’98), Lisboa, 1998.
9 C. J. Jimenez et. al. “Hardware Implementation of a General Purpose Fuzzy Controller ”. Sixth International Fuzzy Systems World Congress, Brazil, IFSA’95, 2:185-188, 1995
10 D. Galan et. al. “VHDL Package for Description of Fuzzy Logic Controllers”. European design Automation Conference, Brighton 1995
11 V. Salapura et. Al. “Implementing Fuzzy Control Systems Using VHDL and Statecharts”. In the Proc. Of the European Design Automation Conference EURO-DAC’96 With EURO-VHDL’96,1996.
12 W. S. Lin, C. L. Huang and M. K. Chuang. “Hierarchical Fuzzy Control for Autonomous Navigation of Wheeled Robots”. IEE Proceedings - Control Theory and Applications, 152(5):598-606, 2005
13 E. Lago, M. A. Hinojosa, C. J. Jiménez, A. Barriga, S. Sánchez-Solano. “FPGA Implementation Of Fuzzy Controllers”. XII Conference on Design of Circuits and Integrated Systems (DCIS’97), Sevilla, 1997
14 A.Y.Deshmukh, Dr.P.R.Bajaj, Dr.A.G.Keskar. “Hardware Implementation of Fuzzy Logic controllers-Approach and Constraints”. KES 2006, 10th International Conference on Knowledge Based Intelligent Systems, Bournemouth, UK, 2006
15 M. McKenna, B. M Wilamowski. “Implementing a fuzzy system on a Field Programmable Gate array”. International Joint Conference on Neural Networks, Washington DC, 2001
16 V. Muresan, D. Crisu, X. Wang. “From VHDL to FPGA-A case study of a Fuzzy Logic Controller”. International Conference of Young Lecturers, Hungary, 1997
17 I. Baturone, S. Sánchez Solano, A. Barriga, J. L. Huertas. “Optimization Of Adaptive Fuzzy Processor Design”. XIII Conference on Design of Circuits and Integrated Systems (DCIS’98 Madrid, 1998
18 A.Y.Deshmukh, Dr.P.R.Bajaj, Dr.A.G.Keskar. “Autonomous Mobile Systems: Fuzzy Controller Design with VLSI Approach”. Proceedings of the 2007 IEEE Intelligent Transportation Systems Conference Seattle, WA, USA, 2007
19 A.Y.Deshmukh, A. Bavaskar, Dr.P.R.Bajaj, Dr.A.G.Keskar. “Implementation of Complex Fuzzy Logic Modules with VLSI Approach”. International Journal of Computer Science and Network Security (IJCSNS), 8(9):172-178, 2008.
Associate Professor Vinod Kapse
Associate Professor DR B JHARIA
Professor DR S S THAKUR
Jabalpur Engineering College, - India