DocumentCode
871931
Title
A new mobile robot control approach via fusion of control signals
Author
Freire, Eduardo ; Bastos-Filho, Teodiano ; Sarcinelli-Filho, Mário ; Carelli, Ricardo
Author_Institution
Dept. of Electr. Eng., Fed. Univ. of Sergipe, Aracaju, Brazil
Volume
34
Issue
1
fYear
2004
Firstpage
419
Lastpage
429
Abstract
This paper proposes an alternative approach to address the problem of coordinating behaviors in mobile robot navigation: fusion of control signals. Such approach is based on a set of two decentralized information filters, which accomplish the data fusion involved. Besides these two fusion engines, control architectures designed according to this approach also embed a set of different controllers that generate reference signals for the robot linear and angular speeds. Such signals are delivered to the two decentralized information filters, which estimate suitable overall reference signals for the robot linear and angular speeds, respectively. Thus, the background for designing such control architectures is provided by the nonlinear systems theory, which makes this approach different from any other yet proposed. This background also allows checking control architectures designed according to the proposed approach for stability. Such analysis is carried out in the paper, and shows that the robot always reaches its final destination, in spite of either obstacles along its path or the environment layout. As an example, a control architecture is designed to guide a mobile robot in an experiment, whose results allows checking the good performance of the control architecture and validating the design approach proposed as well.
Keywords
Kalman filters; control systems; mobile robots; motion control; nonlinear systems; sensor fusion; stability; control signal fusion; control system stability; data fusion; decentralized information filters; mobile robot navigation; motion control; nonlinear systems theory; Engines; Fusion power generation; Information filters; Mobile robots; Navigation; Nonlinear control systems; Robot control; Robot kinematics; Signal design; Signal generators; Algorithms; Computer Simulation; Feedback; Models, Theoretical; Movement; Robotics; Systems Integration;
fLanguage
English
Journal_Title
Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on
Publisher
ieee
ISSN
1083-4419
Type
jour
DOI
10.1109/TSMCB.2003.817034
Filename
1262514
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