Stanley: The robot that won the DARPA Grand Challenge

被引:1401
作者
Thrun, Sebastian [1 ]
Montemerlo, Mike
Dahlkamp, Hendrik
Stavens, David
Aron, Andrei
Diebel, James
Fong, Philip
Gale, John
Halpenny, Morgan
Hoffmann, Gabriel
Lau, Kenny
Oakley, Celia
Palatucci, Mark
Pratt, Vaughan
Stang, Pascal
Strohband, Sven
Dupont, Cedric
Jendrossek, Lars-Erik
Koelen, Christian
Markey, Charles
Rummel, Carlo
van Niekerk, Joe
Jensen, Eric
Alessandrini, Philippe
Bradski, Gary
Davies, Bob
Ettinger, Scott
Kaehler, Adrian
Nefian, Ara
Mahoney, Pamela
机构
[1] Stanford Univ, Stanford Artificial Intelligence Lab, Stanford, CA 94305 USA
[2] Volkswagen America Inc, Elect Res Lab, Palo Alto, CA 94304 USA
[3] Intel Res, Santa Clara, CA 95052 USA
[4] Mohr Davidow Ventures, Menlo Pk, CA 94025 USA
关键词
D O I
10.1002/rob.20147
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
This article describes the robot Stanley, which won the 2005 DARPA Grand Challenge. Stanley was developed for high-speed desert driving without manual intervention. The robot's software system relied predominately on state-of-the-art artificial intelligence technologies, such as machine learning and probabilistic reasoning. This paper describes the major components of this architecture, and discusses the results of the Grand Challenge race. (c) 2006 Wiley Periodicals, Inc.
引用
收藏
页码:661 / 692
页数:32
相关论文
共 25 条
[1]  
[Anonymous], THESIS OREGON GRADUA
[2]  
[Anonymous], 2004, SPRINGER TRACTS ADV
[3]  
[Anonymous], 1997, INT S AER DEF SENS S
[4]   Vibration-based terrain classification for planetary exploration rovers [J].
Brooks, CA ;
Iagnemma, K .
IEEE TRANSACTIONS ON ROBOTICS, 2005, 21 (06) :1185-1191
[5]   SCARF - A COLOR-VISION SYSTEM THAT TRACKS ROADS AND INTERSECTIONS [J].
CRISMAN, JD ;
THORPE, CE .
IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 1993, 9 (01) :49-58
[6]  
DARPA, 2004, GRAND CHALL
[7]  
DAVIES B, 2006, P SPIE MULT CONT AN
[8]   Vision for ground vehicles: History and prospects [J].
Dickmanns, Ernst Dieter .
2002, Inderscience Publishers (01)
[9]  
DICKMANNS ED, 1994, P INT S INT VEH PAR
[10]  
DIMA C, 2005, P ROB SCI SYST C CAM