Sensor-Based Intelligent Mobile Robot Navigation in Unknown Environments

Authors

  • Prasad Layam  Research Scholor, ECE, University of Allahabad, India
  • Prasad Layam  Professor, ECE, University of Allahabad, India

Keywords:

fuzzy control, mobile robot, navigation, wireless sensor network

Abstract

This paper presents sensor-based intelligent mobile robot navigation in unknown environments. The paper deals with fuzzy control of autonomous mobile robot motion in an unknown environment with obstacles and gives a wireless sensor-based remote control of mobile robots motion in an unknown environment with obstacles using the Sun SPOT technology. Simulation results show the effectiveness and the validity of the obstacle avoidance behavior in an unknown environment and velocity control of a wheeled mobile robot motion of the proposed fuzzy control strategy. The proposed remote method has been implemented on the autonomous mobile robot Khepera that is equipped with sensors and the free range Spot from the Sun Spot technology. Finally, the effectiveness and the efficiency of the proposed sensor-based remote control strategy are demonstrated by experimental studies and good experimental results of the obstacle avoidance behavior in unknown environments.

References

  1. K. Kozlowskí, W. Kowalczik, Motion Control for Formation of Mobile Robots in Environment with Obstacles, Studies in Computational Intelligence, Towards Intelligent Engineering and Information Technology, Volume 243, 2009, Springer, pp. 203-219.
  2. W.L. Xu, S.K. Tso, Y.H. Fung: Fuzzy Reactive Control of a Mobile Robot Incorporating a Real/Virtual Target Switching Strategy, Robotics and Autonomous Systems, Vol. 23, No. 3, 1998, pp. 171-186.
  3. H. Seraji, A. Howard, E. Tunstel, Terrain-Based Navigation of Planetary Rovers: A Fuzzy Logic Approach, Proceedings of the 6th International Symposium on Artificial Intelligence, Robotics & Automation in Space: i-SAIRAS 2001, Quebec, Canada, June 18 - 22, 2001, pp. 1-6.
  4. H. Maaref, C. Barret, Sensor Based Navigation of a Mobile Robot in an Indoor Environment, Robotics and Autonomous Systems, Vol. 38, No. 1, 2002, pp. 1–18.
  5. F. Cuesta, A. Ollero, Intelligent Mobile Robot Navigation, Springer, 2006.
  6. R. Chatterjee, F. Matsuno, Use of single side reflex for autonomous navigation of mobile robots in unknown environments, Robotics and Autonomous Systems, Vol. 35, No. 2, 2001, pp. 77–96.
  7. G. Mester, Intelligent Mobile Robot Controller Design, Proceedings of the Intelligent Engineering Systems Conference, London, UK, June 26-28, 2006, pp. 282-286.
  8. G. Mester, Intelligent Mobil Robot Control in Unknown Environments, Intelligent Engineering Systems and Computational Cybernetics, Part I Intelligent Robotics, Springer, 2009, pp. 15-26.

Downloads

Published

2014-11-30

Issue

Section

Research Articles

How to Cite

[1]
Prasad Layam, Prasad Layam, " Sensor-Based Intelligent Mobile Robot Navigation in Unknown Environments, International Journal of Scientific Research in Science, Engineering and Technology(IJSRSET), Print ISSN : 2395-1990, Online ISSN : 2394-4099, Volume 1, Issue 1, pp.149-154, -2014.