Use of single side reflex for autonomous navigation of mobile robots in unknown environments

Citation
R. Chatterjee et F. Matsuno, Use of single side reflex for autonomous navigation of mobile robots in unknown environments, ROBOT AUT S, 35(2), 2001, pp. 77-96
Citations number
32
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
ROBOTICS AND AUTONOMOUS SYSTEMS
ISSN journal
09218890 → ACNP
Volume
35
Issue
2
Year of publication
2001
Pages
77 - 96
Database
ISI
SICI code
0921-8890(20010531)35:2<77:UOSSRF>2.0.ZU;2-G
Abstract
In an effort to mimic the process of obstacle avoidance behavior of human l ocomotion (or that of automobiles driven by human response), a combination of basic reflex actions and higher level logical decisions is implemented. It is shown that for reflective navigation of autonomous mobile robots, the ability to reflectively avoid obstacles on one side (left or right) only i s sufficient for avoidance of obstacle on both sides. When combined with a free-target-approach behavior, the robot can be made capable of navigating through environments with unknown obstacles towards a desired target. Use o f this behavior segmentation provides a basis for a compact representation of the reflex behavior as well as allows a concept of virtual-target-side t o solve the limit cycle problems, which is common in reflective navigation. In the present work, fuzzy logic based implementation of the single-sided reflex is considered. The use of perceptional symmetry allows perception-ac tion mapping with reduced sensor space dimensions. Simulation and experimen tal results are presented to show the effectiveness of the proposed strateg y in typical obstacle situations. (C) 2001 Elsevier Science B.V. All rights reserved.