Sensor integation using concurrent computing on-board the ORNL mobile robot
The mobile robot prototypes developed at the Center for Engineering Systems Advanced Research (CESAR) at the Oak Ridge National Laboratory (ORNL) are equipped with sonar sensors, CCD cameras and a laser range camera that are used to support autonomous navigation and inspection tasks in an a priori unknown and unstructured dynamic environment. This paper summarizes work directed at extracting information from data collected with these sensors and integrating it, in order to produce reliable descriptions of the robot's environment. The approach consists in studying different world models and mappings among them, sensor models and parallel algorithms for sensor information processing, and appropriate integration strategies. Specifically, the paper describes the integration of two-dimensional vision and sonar range information, and the integration of laser range and luminance images. 16 refs., 3 figs.
- Research Organization:
- Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States)
- DOE Contract Number:
- AC05-84OR21400
- OSTI ID:
- 5970182
- Report Number(s):
- CONF-890522-6; ON: DE89008740
- Resource Relation:
- Conference: International conference on robotics and automation, Scottsdale, AZ, USA, MAY 14, 1989; Other Information: Portions of this document are illegible in microfiche products
- Country of Publication:
- United States
- Language:
- English
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Related Subjects
99 GENERAL AND MISCELLANEOUS//MATHEMATICS, COMPUTING, AND INFORMATION SCIENCE
ROBOTS
COMPUTER ARCHITECTURE
AUTOMATION
CAMERAS
IMAGE PROCESSING
NAVIGATION
RANGE FINDERS
SONAR
MEASURING INSTRUMENTS
PROCESSING
420200* - Engineering- Facilities
Equipment
& Techniques
990220 - Computers
Computerized Models
& Computer Programs- (1987-1989)