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A risk field-based trajectory planning method for autonomous vehicles to enhance real-time performance, safety, and traffic efficiency

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Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering

Published online on

Abstract

Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, Volume 240, Issue 7, Page 4400-4416, June 2026.
Addressing the issues of poor real-time performance and inadequate safety in trajectory planning for autonomous vehicles, this paper proposed a risk field-based trajectory planning method. In the path planning layer, an improved two-dimensional Gaussian ...