A chaotic path planning generator for autonomous mobile robots

This work presents a chaotic path planning generator which is used in autonomous mobile robots, in order to cover a terrain. The proposed generator is based on a nonlinear circuit, which shows chaotic behavior. The bit sequence, produced by the chaotic generator, is converted to a sequence of planne...

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Veröffentlicht in:Robotics and autonomous systems 2012-04, Vol.60 (4), p.651-656
Hauptverfasser: Volos, Ch.K., Kyprianidis, I.M., Stouboulos, I.N.
Format: Artikel
Sprache:eng
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Zusammenfassung:This work presents a chaotic path planning generator which is used in autonomous mobile robots, in order to cover a terrain. The proposed generator is based on a nonlinear circuit, which shows chaotic behavior. The bit sequence, produced by the chaotic generator, is converted to a sequence of planned positions, which satisfies the requirements for unpredictability and fast scanning of the entire terrain. The nonlinear circuit and the trajectory-planner are described thoroughly. Simulation tests confirm that with the proposed path planning generator better results can be obtained with regard to previous works. ► We examine a chaotic path planning generator for autonomous mobile robots. ► The generator is based on a nonlinear circuit, which shows chaotic behavior. ► The bit sequence, produced by the generator, is converted to a sequence of planned positions. ► The requirements of unpredictability and fast scanning of the entire terrain are satisfied. ► Better results can be obtained with regard to previous works.
ISSN:0921-8890
1872-793X
DOI:10.1016/j.robot.2012.01.001