A Dual-Layer Hybrid-A* Path Planning Algorithm for Unstructured Environments Based on Phase Windows

Tianxiao Zhu, Ziyu Xu, Rujiang Zhu, Wei Zhang, Zhonghua Miao · 2025

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Description

Tianxiao Zhu, Ziyu Xu, Rujiang Zhu, Wei Zhang, and Zhonghua Miao plan robot paths that respect slopes in a 2025 engineering paper. On rough ground a shortest path can tip a robot over. Standard planners ignore how terrain tilts the body. Their two-layer algorithm refines elevation maps in a guidance layer, sharpening posture estimates with a smooth interpolation trick, then plans with a Hybrid-A* search in the layer below.

The planner switches cost functions as it goes, adjusts its step size, prunes dead ends, and activates phase windows that refine the route in stretches. Real-time feedback keeps the path honest as the ground changes. Stability-aware planning matters most where no road exists to forgive mistakes.

Catalog record

CREATORTianxiao Zhu, Ziyu Xu, Rujiang Zhu, Wei Zhang, Zhonghua Miao
YEAR2025
COLLECTIONPAPERS
FORMATTXT
FILE SIZE61 KB
VERSION1.0
LICENSECC BY 4.0
RIGHTSCC BY
SOURCEEurope PMC

Source: https://europepmc.org/articles/PMC12787423

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