DocumentCode
2141560
Title
A robotic excavator for autonomous truck loading
Author
Stentz, Anthony ; Bares, John ; Singh, Sanjiv ; Rowe, Patrick
Author_Institution
Robotics Inst., Carnegie Mellon Univ., Pittsburgh, PA, USA
Volume
3
fYear
1998
fDate
13-17 Oct 1998
Firstpage
1885
Abstract
Excavators are used for the rapid removal of soil and other materials in mines, quarries, and construction sites. The automation of these machines offers promise for increasing productivity and improving safety. To date, most research in this area has focused on selected parts of the problem. In this paper we present a system that completely automates the truck loading task. The excavator uses two scanning laser rangefinders to recognize and localize the truck, measure the soil face, and detect obstacles. The excavator´s software decides where to dig in the soil, where to dump in the truck, and how to quickly move between these points while detecting and stopping for obstacles. The system was fully implemented and was demonstrated to load trucks as fast as human operators
Keywords
excavators; image recognition; laser ranging; mobile robots; safety; autonomous truck loading; construction sites; mines; obstacle detection; quarries; robotic excavator; scanning laser rangefinders; soil removal; truck localization; truck recognition; Building materials; Face detection; Face recognition; Force feedback; Humans; Material storage; Robotics and automation; Robots; Safety; Soil measurements;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Robots and Systems, 1998. Proceedings., 1998 IEEE/RSJ International Conference on
Conference_Location
Victoria, BC
Print_ISBN
0-7803-4465-0
Type
conf
DOI
10.1109/IROS.1998.724871
Filename
724871
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