Toward Reliable Off Road Autonomous Vehicles Operating in Challenging Environments - Robotics Institute Carnegie Mellon University

Toward Reliable Off Road Autonomous Vehicles Operating in Challenging Environments

Alonzo Kelly, Omead Amidi, Mike Bode, Mike Happold, Herman Herman, Tom Pilarski, Pete Rander, Anthony Stentz, Nick Vallidis, and Randy Warner
Conference Paper, Proceedings of 9th International Symposium on Experimental Robotics (ISER ’04), pp. 599 - 608, June, 2004

Abstract

The DARPA PerceptOR program implements a rigorous evaluative test program which fosters the development of field relevant outdoor mobile robots. Autonomous ground vehicles are deployed on diverse test courses throughout the USA and quantitatively evaluated on such factors as autonomy level, waypoint acquisition, failure rate, speed, and communications bandwidth. Our efforts over the three year program have produced new approaches in planning, perception, localization, and control which have been driven by the quest for reliable operation in challenging environments. This paper focuses on some of the most unique aspects of the systems developed by the CMU PerceptOR team and the most immediate challenges that remain to be addressed.

BibTeX

@conference{Kelly-2004-120769,
author = {Alonzo Kelly and Omead Amidi and Mike Bode and Mike Happold and Herman Herman and Tom Pilarski and Pete Rander and Anthony Stentz and Nick Vallidis and Randy Warner},
title = {Toward Reliable Off Road Autonomous Vehicles Operating in Challenging Environments},
booktitle = {Proceedings of 9th International Symposium on Experimental Robotics (ISER ’04)},
year = {2004},
month = {June},
pages = {599 - 608},
}