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GPU-Accelerated Polygonal Signed Distance Functions for Real-Time Collision Avoidance

Ga, Taekwon et al.
arXiv (All) · Papers
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robotics
Optimization-based local planning and control require high-rate evaluation of collision-avoidance constraints over a prediction horizon. Accurately accounting for robot and obstacle geometry in these evaluations can be computationally expensive. The resulting bottleneck motivates collision-avoidance
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