A New Method for Multisensor Data Fusion Based on Wavelet Transform in a Chemical Plant

This paper presents a new multi-sensor data fusion method based on the combination of wavelet transform (WT) and extended Kalman filter (EKF). Input data are first filtered by a wavelet transform via Daubechies wavelet “db4” functions and the filtered data are then fused based on variance weights in...

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Bibliographic Details
Main Authors: Karim Salahshoor, Mohammad Ghesmat, Mohammad Reza Shishesaz
Format: Article
Language:English
Published: Petroleum University of Technology 2014-07-01
Series:Iranian Journal of Oil & Gas Science and Technology
Subjects:
Online Access:http://ijogst.put.ac.ir/article_6622_d058b5a7e55265a279367db0fd1cb0b1.pdf