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Cited by 1,570

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Potential field methods and their inherent limitations for mobile robot navigation

Koren, Y., Borenstein, J.·2002·Proceedings. 1991 IEEE International Conference on Robotics and Automation

Abstract

Based on a rigorous mathematical analysis, the authors present a systematic overview and a critical discussion of the inherent problems of potential field methods (PFMs). The authors previously (1989) developed a PFM called the virtual force field (VFF) method. Much insight has been gained into the strengths and weaknesses of this method. Four distinct drawbacks with PFMs are identified. Because of these drawbacks, the authors abandoned potential field methods and developed a new method for fast obstacle avoidance. This method, called the vector field histogram method, produces smooth, nonoscillatory motion, while sampling time and hardware are identical to those used in the VFF method.>

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Metadata

Authors
Koren, Y., & Borenstein, J.
Venue
Proceedings. 1991 IEEE International Conference on Robotics and Automation
Published
2002-12-10
Pages
1398-1404
ISSN
1050-4729 (ISSN-L)
OpenAlex
W2113286054
Cited by
1,570
References
1
FWCI
35.79
Type
conference paper
Language
en
Open access
closed

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CoChat. (2026). Citation check: Potential field methods and their inherent limitations for mobile robot navigation. https://app.cochat.ai/papers/10.1109/robot.1991.131810
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Koren, Y., & Borenstein, J. (2002). Potential field methods and their inherent limitations for mobile robot navigation. Proceedings. 1991 IEEE International Conference on Robotics and Automation. https://doi.org/10.1109/robot.1991.131810

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Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).

Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.