DocumentCode
1545222
Title
Integration of reactive behaviors and enhanced topological map for robust mobile robot navigation
Author
Ryu, Byeong-Soon ; Yang, Hyun Seung
Author_Institution
Center for Artificial Intelligence Res., Korea Adv. Inst. of Sci. & Technol., Taejon, South Korea
Volume
29
Issue
5
fYear
1999
fDate
9/1/1999 12:00:00 AM
Firstpage
474
Lastpage
485
Abstract
A navigation system for an autonomous mobile robot working in indoor environments is presented. The system takes advantage of the deliberative (plan-based) approach and the reactive (behavior-based) approach. In the reactive part of the system are local behaviors that are independent, action-generating entities. We also provide higher-level deliberative modules that make interactions manageable so the system can accomplish more meaningful tasks. The deliberative modules control the activation and deactivation of individual local behaviors based on current situations, representing the position of the robot and the path to the goal. The situation is determined by a mapping subsystem consisting of an enhanced topological map, a localization module and a planning module. The use of the explicit world model, especially in a topological manner, makes it possible to reliably localize the robot and plan an efficient path. The paper also provides a detailed description of a localization module based on dead reckoning, and a planning module that selects an efficient and reliable path
Keywords
mobile robots; multi-agent systems; path planning; topology; action-generating entities; autonomous mobile robot; behavior-based approach; dead reckoning; deliberative approach; enhanced topological map; explicit world model; higher-level deliberative modules; indoor environments; local behaviors; localization module; plan-based approach; planning module; reactive behaviors; robust mobile robot navigation; Artificial intelligence; Dead reckoning; Indoor environments; Mobile robots; Navigation; Path planning; Robot control; Robot sensing systems; Robustness; Uncertainty;
fLanguage
English
Journal_Title
Systems, Man and Cybernetics, Part A: Systems and Humans, IEEE Transactions on
Publisher
ieee
ISSN
1083-4427
Type
jour
DOI
10.1109/3468.784174
Filename
784174
Link To Document