DocumentCode
2941051
Title
Active Sensing for High-Speed Offroad Driving
Author
Patel, Kayur ; Macklem, Walter ; Thrun, Sebastian ; Montemerlo, Mike
Author_Institution
Stanford AI Lab Stanford University Stanford, CA 94305, kdpatel@cs.stanford.edu
fYear
2005
fDate
18-22 April 2005
Firstpage
3162
Lastpage
3168
Abstract
In this paper we propose an active control strategy for scanning laser sensors on autonomous vehicles traveling offroad at high speeds. As speed increases the amount of sensor information about the terrain decreases. We address the problem of sensor control in the context of this speed-coverage trade off. The algorithm and testing methodologies are described with results comparing our active sensing method to a passive sensing method.
Keywords
active perception; active sensing; active vision; high speed; offroad; Artificial intelligence; Cameras; Mobile robots; Navigation; Optical control; Remotely operated vehicles; Sensor phenomena and characterization; Shape; Testing; Vehicle safety; active perception; active sensing; active vision; high speed; offroad;
fLanguage
English
Publisher
ieee
Conference_Titel
Robotics and Automation, 2005. ICRA 2005. Proceedings of the 2005 IEEE International Conference on
Print_ISBN
0-7803-8914-X
Type
conf
DOI
10.1109/ROBOT.2005.1570597
Filename
1570597
Link To Document