@inproceedings{25b76cf5cfc344d6a62e1096c8ea54b7,
title = "Automatic calibration method for networked thermal sensors",
abstract = "Recently, large scale sensor networks are used in various service applications. In case of measuring the distribution of room temperature, the regular calibration of the sensors is necessary for obtaining reliable information. However it is not an easy task in the case of a large scale sensor network. The calibration in such a system is time consuming and costly. To solve this problem, we propose a new method which is based on the two concepts of regression analysis and cross validation. The new method is explained and the performance of the proposed method is verified by an experiment and a simulation.",
keywords = "Calibration, Gaussian Process Regression, On-line Calibration, Sensor Networks",
author = "Tomoyuki Fujino and Satoshi Honda",
year = "2011",
month = jan,
day = "1",
language = "English",
isbn = "9784907764395",
series = "Proceedings of the SICE Annual Conference",
publisher = "Society of Instrument and Control Engineers (SICE)",
pages = "1528--1532",
booktitle = "SICE 2011 - SICE Annual Conference 2011, Final Program and Abstracts",
note = "50th Annual Conference on Society of Instrument and Control Engineers, SICE 2011 ; Conference date: 13-09-2011 Through 18-09-2011",
}