DocumentCode :
1885939
Title :
Control architecture and experiment of a situated robot system for interactive assembly
Author :
Zhang, Jianwei ; Knoll, Alois
Author_Institution :
Fac. of Technol., Bielefeld Univ., Germany
Volume :
4
fYear :
2002
fDate :
2002
Firstpage :
3906
Abstract :
We present the development of and experiment with a robot system showing cognitive capabilities of children of three to four years. We focus on two topics: assembly by two hands and understanding human instructions in natural language as a precondition for assembly systems being perceived by humans as "intelligent". A typical application of such a system is interactive assembly. A human communicator sharing a view of the assembly scenario with the robot instructs the latter by speaking to it in the same way that he would communicate with a child. His instructions can be under-specified, incomplete and/or context-dependent. After introducing the general purpose of our project, we present the hardware and software components of our robots necessary for interactive assembly tasks. The control architecture of the robot system with two stationary robot arms is discussed. We then describe the functionalities of the instruction understanding, planning and execution levels. The implementations of a layered-learning methodology, memories and monitoring functions are briefly introduced. Finally, we outline a list of future research topics for extending our system.
Keywords :
assembling; industrial robots; learning (artificial intelligence); natural languages; planning (artificial intelligence); control architecture; human communicator; human instructions; interactive assembly; layered-learning methodology; natural language; situated robot system; stationary robot arms; Assembly systems; Cognitive robotics; Computer architecture; Context; Control systems; Hardware; Humans; Intelligent robots; Natural languages; Robotic assembly;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Robotics and Automation, 2002. Proceedings. ICRA '02. IEEE International Conference on
Print_ISBN :
0-7803-7272-7
Type :
conf
DOI :
10.1109/ROBOT.2002.1014335
Filename :
1014335
Link To Document :
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