Autonomous Exploration Development Environment and the Planning Algorithms

Autonomous Exploration Development Environment is an open-source repository released to facilitate the development of high-level planning algorithms and integration of complete autonomous navigation systems. The repository contains representative simulation environment models, fundamental navigation...

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Bibliographic Details
Published inarXiv.org
Main Authors Cao, Chao, Zhu, Hongbiao, Yang, Fan, Xia, Yukun, Howie Choset, Oh, Jean, Zhang, Ji
Format Paper
LanguageEnglish
Published Ithaca Cornell University Library, arXiv.org 27.10.2021
Subjects
Algorithms
Autonomous navigation
Environment models
Exploration
Navigation systems
Planning
Repositories
Route planning
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Summary:Autonomous Exploration Development Environment is an open-source repository released to facilitate the development of high-level planning algorithms and integration of complete autonomous navigation systems. The repository contains representative simulation environment models, fundamental navigation modules, e.g., local planner, terrain traversability analysis, waypoint following, and visualization tools. Together with two of our high-level planner releases -- TARE planner for exploration and FAR planner for route planning, we detail usage of the three open-source repositories and share experiences in the integration of autonomous navigation systems. We use DARPA Subterranean Challenge as a use case where the repositories together form the main navigation system of the CMU-OSU Team. In the end, we discuss a few potential use cases in extended applications.
ISSN:2331-8422