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
Link To Document :
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