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Optimal Global Path Planning for Wheel-Legged Robot on Mountain Terrain

  • Beijing Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Nowadays, motion performance of Wheel-legged robots has been significantly improved, meanwhile, the work scenarios and mission requirements are becoming more and more extensive, which puts higher demands on their autonomous capabilities. In the wild mountain environment, both robot power and traveling safety are important factors affecting the operation. Moreover, the large amount of known digital elevation map (DEM) data information and weather forecast information makes it possible to evaluate the energy efficiency and movement safety. Therefore, in addition to solving the traditional path length minimization, it is necessary to define path optimality for these two parameters separately. In this paper, we propose a global planning strategy based on Downward Project A∗ (DOP-A∗) algorithm for wheel-legged robots, which realizes the decrease of energy consumption and meteorological threat successfully. The simulation results demonstrate that three different optimal paths are generated by utilizing different efficiency or meteorological threat weight.

Original languageEnglish
Title of host publication2023 5th International Conference on Robotics, Intelligent Control and Artificial Intelligence, RICAI 2023
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages153-157
Number of pages5
ISBN (Electronic)9798350357950
DOIs
Publication statusPublished - 2023
Event5th International Conference on Robotics, Intelligent Control and Artificial Intelligence, RICAI 2023 - Hangzhou, China
Duration: 1 Dec 20233 Dec 2023

Publication series

Name2023 5th International Conference on Robotics, Intelligent Control and Artificial Intelligence, RICAI 2023

Conference

Conference5th International Conference on Robotics, Intelligent Control and Artificial Intelligence, RICAI 2023
Country/TerritoryChina
CityHangzhou
Period1/12/233/12/23

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 7 - Affordable and Clean Energy
    SDG 7 Affordable and Clean Energy

Keywords

  • DOP-A∗
  • digital elevation map
  • global path planning
  • meteorological threat
  • wheel-legged robot

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