DocumentCode
3161177
Title
Fusion of sensor data in a dynamic representation
Author
Piaggio, Maurizio ; Sgorbissa, Antonio ; Vercelli, Gianni ; Zaccaria, Renato
Author_Institution
DIST, Genoa Univ., Italy
fYear
1996
fDate
9-11 Oct 1996
Firstpage
10
Lastpage
16
Abstract
The task of moving a robot in a complex and totally or partially unknown environment involves the construction of a suitable representation of the robot´s surroundings. This paper proposes an analogical statistical representation of the world the robot moves in. Its construction, updating and usage is described, focusing on the techniques used for the integration of sensor data and on their fusion with a priori information about the environment. An additional mechanism that allows the map to be efficiently transmitted to a remote workstation, connected using a radio link, has also been envisaged. Thus the computational load of map related processes can be distributed, taking advantage of the remote station´s computational power. The experimental setup and some results obtained are also illustrated
Keywords
distance measurement; mobile robots; path planning; sensor fusion; statistics; ultrasonic transducers; analogical statistical representation; dynamic representation; map related processes; partially unknown environment; radio link; remote workstation; sensor data fusion; Actuators; Cognitive robotics; Distributed computing; Environmental management; Mobile robots; Radio link; Robot sensing systems; Sensor fusion; Sensor phenomena and characterization; Workstations;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Mobile Robot, 1996., Proceedings of the First Euromicro Workshop on
Conference_Location
Kaiserslautern
Print_ISBN
0-8186-7695-7
Type
conf
DOI
10.1109/EURBOT.1996.551875
Filename
551875
Link To Document