Outdoor visual position estimation for planetary rovers

Fabio Cozman, Eric Krotkov, Carlos Guestrin

Research output: Contribution to journalArticlepeer-review

44 Scopus citations

Abstract

This paper describes (1) a novel, effective algorithm for outdoor visual position estimation; (2) the implementation of this algorithm in the Viper system; and (3) the extensive tests that have demonstrated the superior accuracy and speed of the algorithm. The Viper system (Visual Position Estimator for Rovers) is geared towards robotic space missions, and the central purpose of the system is to increase the situational awareness of a rover operator by presenting accurate position estimates. The system has been extensively tested with terrestrial and lunar imagery, in terrains ranging from moderate - the rounded hills of Pittsburgh and the high deserts of Chile - to rugged - the dramatic relief of the Apollo 17 landing site - to extreme - the jagged peaks of the Rockies. Results have consistently demonstrated that the visual estimation algorithm estimates position with an accuracy and reliability that greatly surpass previous work.
Original languageAmerican English
Pages (from-to)135-150
Number of pages16
JournalAutonomous Robots
DOIs
StatePublished - 1 Sep 2000
Externally publishedYes

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