Prospect eleven: Princeton University's entry in the 2005 DARPA Grand Challenge

Anand R. Atreya, Bryan C. Cattle, Brendan M. Collins, Benjamin Essenburg, Gordon H. Franken, Andrew M. Saxe, Scott N. Schiffres, Alain Lucien Kornhauser

Research output: Chapter in Book/Report/Conference proceedingChapter

Abstract

This paper describes Princeton University's approach to the 2005 DARPA Grand Challenge, an off-road race for fully autonomous ground vehicles. The system, Prospect Eleven, takes a simple approach to address the problems posed by the Grand Challenge including obstacle detection, path planning, and extended operation in harsh environments. Obstacles are detected using stereo vision, and tracked in the time domain to improve accuracy in localization and reduce false positives. The navigation system processes a geometric representation of the world to identify passable regions in the terrain ahead, and the vehicle is controlled to drive through these regions. Performance of the system is evaluated both during the Grand Challenge and in subsequent desert testing. The vehicle completed 9.3 miles of the course on race day, and extensive portions of the 2004 and 2005 Grand Challenge courses in later tests.

Original languageEnglish (US)
Title of host publicationDARPA Grand Challenge
Subtitle of host publicationThe Race of the Century
EditorsMartin Buehler, Karl Iagnemma, Sanjiv Singh
Pages349-361
Number of pages13
DOIs
StatePublished - Nov 6 2007

Publication series

NameSpringer Tracts in Advanced Robotics
Volume36
ISSN (Print)1610-7438
ISSN (Electronic)1610-742X

All Science Journal Classification (ASJC) codes

  • Electrical and Electronic Engineering
  • Artificial Intelligence

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