DocumentCode
329761
Title
Avoidance of moving obstacles through behavior fusion and motion prediction
Author
Yung, N.H.C. ; Ye, C.
Author_Institution
Dept. of Electr. & Electron. Eng., Hong Kong Univ., Hong Kong
Volume
4
fYear
1998
fDate
11-14 Oct 1998
Firstpage
3424
Abstract
We propose a novel approach of fusing the fuzzy control actions of the obstacle avoidance, goal seeking and steering behaviors, in which the steering behavior is derived from motion prediction. As such, the navigator is more capable to steer clear of the zone of high collision probability. Through simulation, it has been confirmed that the navigator having this steering behavior can tackle multiple moving obstacles successfully at much higher speed compared with those without. Furthermore, it does not require any a priori knowledge of the obstacle motion
Keywords
collision avoidance; fuzzy control; mobile robots; navigation; predictive control; sensor fusion; autonomous mobile vehicles; behavior fusion; fuzzy control; goal seeking; mobile robots; motion prediction; moving obstacle avoidance; navigation; path planning; steering behaviors; Fuzzy control; Hidden Markov models; Mobile robots; Motion analysis; Motion estimation; Navigation; Predictive models; Probability; Trajectory; Vehicle dynamics;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man, and Cybernetics, 1998. 1998 IEEE International Conference on
Conference_Location
San Diego, CA
ISSN
1062-922X
Print_ISBN
0-7803-4778-1
Type
conf
DOI
10.1109/ICSMC.1998.726541
Filename
726541
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