Proceedings of the Japan Academy, Series B
Online ISSN : 1349-2896
Print ISSN : 0386-2208
ISSN-L : 0386-2208
Original Articles
Toward the detection of gravitational waves under non-Gaussian noises II. Independent component analysis
Soichiro MORISAKIJun’ichi YOKOYAMAKazunari EDAYousuke ITOH
Author information
JOURNALS FREE ACCESS FULL-TEXT HTML

2016 Volume 92 Issue 8 Pages 336-345

Details
Abstract

We introduce a new analysis method to deal with stationary non-Gaussian noises in gravitational wave detectors in terms of the independent component analysis. First, we consider the simplest case where the detector outputs are linear combinations of the inputs, consisting of signals and various noises, and show that this method may be helpful to increase the signal-to-noise ratio. Next, we take into account the time delay between the inputs and the outputs. Finally, we extend our method to nonlinearly correlated noises and show that our method can identify the coupling coefficients and remove non-Gaussian noises. Although we focus on gravitational wave data analysis, our methods are applicable to the detection of any signals under non-Gaussian noises.

Information related to the author
© 2016 The Japan Academy
Previous article Next article
feedback
Top