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
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;
Conference_Titel :
Robotics and Automation, 2005. ICRA 2005. Proceedings of the 2005 IEEE International Conference on
Print_ISBN :
0-7803-8914-X
DOI :
10.1109/ROBOT.2005.1570597