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
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;
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
DOI :
10.1109/IDAACS.2011.6072779
