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Adaptive Mobile Robot Path Planning Based Algorithm for Dynamic Environments

15th International Conference on Climbing and Walking Robots and the Support Technologies for Mobile Machines • 2012
العودة
معلومات البحث
المؤلفون Hussein Shehata; Josef Schlattmann
الكلمات المفتاحية Adaptive Algorithm; Path Planning; Dynamic Environments; LMP
المجلة العلمية 15th International Conference on Climbing and Walking Robots and the Support Technologies for Mobile Machines
الناشر World Scientific
المجلد Not Available
العدد Not Available
الصفحات 145-153
publication.type International
رابط البحث Open Link
المواد المرفقة Not Available
الملخص
It is intractable to deal with dynamic environments, which are totally or partially
unknown or even dynamically changing. Several algorithms have been proposed and
among such algorithms, potential fields are the core of a class of effective navigation
schemes for autonomous robots. This paper proposes an adaptive algorithm for a mobile
robot path planning in a dynamic environment where the target and obstacles are moving.
This algorithm relies on the integration between a dynamic virtual obstacle concept and a
robot size factor, which represents a threat factor to any possible collisions and enables
the robot to plan its motion not only with right positions, but also with reasonable
velocities. The convergence of this proposal is discussed to guarantee its reliability.