DocumentCode
555877
Title
Neural processing of multisensor signals at the 8-bit microcontroller
Author
Roshchupkin, Olexiy ; Sachenko, Anatoly ; Kochan, Volodymyr
Author_Institution
Chernivtsi Nat. Univ., Chernivtsi, Ukraine
Volume
1
fYear
2011
fDate
15-17 Sept. 2011
Firstpage
383
Lastpage
387
Abstract
An approach of multisensor signals processing at microcontrollers is described in this paper. This approach is based on the identification neural method of conversion individual function for a multisensor. It allows reducing an amount of calibration points and improving an accuracy of identification in a comparison with existing methods. Proposed approach was implemented in the developed system for measurement of the ultraviolet radiation level using 8-bit microcontrollers.
Keywords
computerised instrumentation; level measurement; microcontrollers; neural nets; sensor fusion; 8-bit microcontroller; identification neural method; multisensor signal processing; neural processing; ultraviolet radiation level measurement; Artificial neural networks; Calibration; Microcontrollers; Sensors; Temperature measurement; Training; Vectors; conversion function; microcontroller; multisensor; neural networks; neural processing; ultraviolet;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Data Acquisition and Advanced Computing Systems (IDAACS), 2011 IEEE 6th International Conference on
Conference_Location
Prague
Print_ISBN
978-1-4577-1426-9
Type
conf
DOI
10.1109/IDAACS.2011.6072779
Filename
6072779
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