A strategy and evaluation method for ground global path planning based on aerial images

作者:

Highlights:

• We develop a strategy to map aerial views and plan safe routes for ground robots.

• The strategy is capable of determining whether target locations are reachable or not.

• We propose a new method, dataset and metrics to evaluate path planning strategies.

• We consistently define the quality of a strategy in terms of accuracy and timing.

• The evaluation method can serve as a standard for comparing path planning procedures.

摘要

•We develop a strategy to map aerial views and plan safe routes for ground robots.•The strategy is capable of determining whether target locations are reachable or not.•We propose a new method, dataset and metrics to evaluate path planning strategies.•We consistently define the quality of a strategy in terms of accuracy and timing.•The evaluation method can serve as a standard for comparing path planning procedures.

论文关键词:Ground robots,Global path planning,Aerial images

论文评审过程:Received 19 February 2019, Revised 21 May 2019, Accepted 28 June 2019, Available online 29 June 2019, Version of Record 8 July 2019.

论文官网地址:https://doi.org/10.1016/j.eswa.2019.06.067