Title :
Use of fuzzy expert´s information in measurement and what we can gain from its application in geophysics
Author :
Reznik, Leon ; Kreinovich, Vladik ; Starks, Scott A.
Author_Institution :
Dept. of Comput. Sci., Rochester Inst. of Technol., NY, USA
Abstract :
The paper considers the problem of measurement information fusion from different sources, when one of the sources is an information about approximate values of the measured variables or their combinations. The information is given with fuzzy models and is used in combination with the measurement results. The properties of the modified estimates are studied in comparison with the conventional ones. The conditions when an expert´s information application can give a high gain are derived, the gain value is estimated, the recommendations to an expert on making predictions are given. The possible gain in measurement result efficiency in geophysical applications is analyzed.
Keywords :
expert systems; fuzzy logic; fuzzy neural nets; geophysics computing; mathematical programming; parameter estimation; sensor fusion; fuzzy expert information; fuzzy models; geophysical applications; measurement information fusion; measurement result efficiency; Acoustical engineering; Application software; Computer science; Fuses; Gain measurement; Geologic measurements; Geophysical measurements; Geophysics; Sensor arrays; Sensor systems;
Conference_Titel :
Fuzzy Systems, 2003. FUZZ '03. The 12th IEEE International Conference on
Print_ISBN :
0-7803-7810-5
DOI :
10.1109/FUZZ.2003.1206572
