“In the field of emergency rescue in the wilderness, experts have improved the A * algorithm by proposing a comprehensive cost function that takes into account surface type and elevation information. A fast path search algorithm based on grid cells has been developed to improve the efficiency of algorithm search and provide reliable navigation paths for rescue vehicles.”