A method of indoor mobile robot navigation by using fuzzy control
- 9 December 2002
- conference paper
- Published by Institute of Electrical and Electronics Engineers (IEEE)
- p. 1013-1018 vol.2
- https://doi.org/10.1109/iros.1991.174624
Abstract
In the design of an autonomous mobile robot (AMR), it is necessary to describe schemes of monitoring the status of the robot and suitable procedures of handling various situations. this paper presents a sensor-based navigation method using fuzzy control, whose purpose is to construct expert knowledge for efficient and better piloting of the AMRs. This method provides a function for tracing a planned path by sensing the distance of an AMR from its planned path and the difference between its angle and that of the planned path, and another function that allows an AMR to avoid stationary and moving obstacles by sensing how far an open area extends ahead of it. Fuzzy control is also used to select suitable rules for tracing a path or avoiding obstacles according to the situation, which is determined from sensor information by using fuzzy control. The effectiveness of the established rules and the effect of fuzzy control on AMR navigation are discussed on the basis of simulations.Keywords
This publication has 12 references indexed in Scilit:
- Mobile Robot Harunobu-4 For Outdoor Environment -- Stereotyped Motion By Sign Pattern--Published by Institute of Electrical and Electronics Engineers (IEEE) ,2005
- A mobile robot: Sensing, planning and locomotionPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2005
- Path planning among moving obstacles using spatial indexingPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2003
- Pilot level of a hierarchical controller for an unmanned mobile robotIEEE Journal on Robotics and Automation, 1988
- Real-Time Pathfinding in Multirobot Systems Including Obstacle AvoidanceThe International Journal of Robotics Research, 1988
- An autonomous fuzzy mobile robot.Journal of the Robotics Society of Japan, 1988
- Fuzzy control of model car.Journal of the Robotics Society of Japan, 1988
- Collision avoidance control among moving obstacles for a mobile robot on the fuzzy reasoning.Journal of the Robotics Society of Japan, 1988
- Autonomous Navigation, Exploration, and Recognition Using the HERMIES-IIB RobotIEEE Expert, 1987
- Coordinaton of Action and Perception in a Surveillance RobotIEEE Expert, 1987