Towards coordinated multirobot missions for lunar sample collection in an unknown environment

Eich, Markus, Hartanto, Ronny, Kasperski, Sebastian, Natarajan, Sankaranarayanan, & Wollenberg, Johannes (2014) Towards coordinated multirobot missions for lunar sample collection in an unknown environment. Journal of Field Robotics, 31(1), pp. 35-74.

View at publisher

Abstract

In this paper, the recent results of the space project IMPERA are presented. The goal of IMPERA is the development of a multirobot planning and plan execution architecture with a focus on a lunar sample collection scenario in an unknown environment. We describe the implementation and verification of different modules that are integrated into a distributed system architecture. The modules include a mission planning approach for a multirobot system and modules for task and skill execution within a lunar use-case scenario. The skills needed for the test scenario include cooperative exploration and mapping strategies for an unknown environment, the localization and classification of sample containers using a novel approach of semantic perception, and the skill of transporting sample containers to a collection point using a mobile manipulation robot. Additionally, we present our approach of a reliable communication framework that can deal with communication loss during the mission. Several modules are tested within several experiments in the domain of planning and plan execution, communication, coordinated exploration, perception, and object transportation. An overall system integration is tested on a mission scenario experiment using three robots.

Impact and interest:

13 citations in Scopus
Search Google Scholar™
10 citations in Web of Science®

Citation counts are sourced monthly from Scopus and Web of Science® citation databases.

These databases contain citations from different subsets of available publications and different time periods and thus the citation count from each is usually different. Some works are not in either database and no count is displayed. Scopus includes citations from articles published in 1996 onwards, and Web of Science® generally from 1980 onwards.

Citations counts from the Google Scholar™ indexing service can be viewed at the linked Google Scholar™ search.

ID Code: 81275
Item Type: Journal Article
Refereed: Yes
Additional Information: Special Issue: Special Issue on Space Robotics, Part 2
DOI: 10.1002/rob.21491
ISSN: 1556-4967
Divisions: Current > Research Centres > ARC Centre of Excellence for Robotic Vision
Current > QUT Faculties and Divisions > Science & Engineering Faculty
Deposited On: 29 Jan 2015 00:21
Last Modified: 29 Jan 2015 23:21

Export: EndNote | Dublin Core | BibTeX

Repository Staff Only: item control page