DocumentCode :
1991185
Title :
Intelligent perception: an approach to multidimensional data interpretation
Author :
Cappellini, Vito ; Mecocci, Alessandro
Author_Institution :
Dept. of Electron. Eng., Florence Univ., Italy
fYear :
1991
fDate :
14-17 Apr 1991
Firstpage :
2357
Abstract :
The architecture of an intelligent perception system (IPS) is analyzed, and the main problems related to its practical implementation are discussed. Particular attention has been devoted to the data fusion function, which initiates the process and gives information on the actual situation with the associated uncertainties; the hypotheses function, which takes into consideration the uncertainties in the correlated data and creates the best explanations of the fused data; the option function, which creates various response alternatives for each hypothesis simulating the resulting effects; and the response function, which realizes the planned actions so producing new stimuli and initializing other processing cycles. The architecture of the IPS is presented
Keywords :
artificial intelligence; architecture; artificial intelligence; correlated data; data fusion; hypotheses function; intelligent perception system; multidimensional data interpretation; option function; planned actions; response alternatives; Application software; Artificial intelligence; Computer architecture; Data mining; Intelligent sensors; Intelligent systems; Multidimensional systems; Robot sensing systems; Sensor systems and applications; Uncertainty;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1991. ICASSP-91., 1991 International Conference on
Conference_Location :
Toronto, Ont.
ISSN :
1520-6149
Print_ISBN :
0-7803-0003-3
Type :
conf
DOI :
10.1109/ICASSP.1991.150788
Filename :
150788
Link To Document :
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