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