Singular value decomposition applied to compact binary coalescence gravitational-wave signals
General Relativity and Quantum Cosmology
2010-09-13 v2 Data Analysis, Statistics and Probability
Abstract
We investigate the application of the singular value decomposition to compact-binary, gravitational-wave data-analysis. We find that the truncated singular value decomposition reduces the number of filters required to analyze a given region of parameter space of compact binary coalescence waveforms by an order of magnitude with high reconstruction accuracy. We also compute an analytic expression for the expected signal-loss due to the singular value decomposition truncation.
Cite
@article{arxiv.1005.0012,
title = {Singular value decomposition applied to compact binary coalescence gravitational-wave signals},
author = {Kipp Cannon and Adrian Chapman and Chad Hanna and Drew Keppel and Antony C. Searle and Alan J. Weinstein},
journal= {arXiv preprint arXiv:1005.0012},
year = {2010}
}
Comments
4 figures, 6 pages