Title :
Sensor Calibration by Neural Network in a Smart Wireless System
Author :
Maldonado, F.J. ; Hernandez, J.A.
Author_Institution :
ITCH, Chihuahua
Abstract :
In this paper is presented the implementation results of an intelligent sensor in an ultra-low-power consumption device. Intelligence is added to the sensor by using an artificial neural network (ANN) for integrating self-calibration and diagnostic capability. A goal of this work has been to explore the performance of the MSP430 microcontroller for implementing ANNs. This work is part of a project where a smart wireless system is developed for condition monitoring.
Keywords :
calibration; computerised instrumentation; condition monitoring; intelligent sensors; multilayer perceptrons; neural nets; wireless sensor networks; MSP430 microcontroller; artificial neural network; condition monitoring; intelligent sensor; multilayer perceptron; sensor calibration; smart wireless system; ultra-low-power consumption device; Artificial intelligence; Artificial neural networks; Calibration; Condition monitoring; Intelligent networks; Intelligent sensors; Microcontrollers; Neural networks; Sensor systems; Wireless sensor networks;
Conference_Titel :
Autotestcon, 2006 IEEE
Conference_Location :
Anaheim, CA
Print_ISBN :
1-4244-0051-1
Electronic_ISBN :
1088-7725
DOI :
10.1109/AUTEST.2006.283730
