Use of Singular-Value Decomposition in Gravitational-Wave Data Analysis

Details Use of Singular-Value Decomposition in Gravitational-Wave Data Analysis Use of Singular-Value Decomposition in Gravitational-Wave Data Analysis

2012-01-09

arxiv.org/abs/1201.1739v1

Physics

Data Analysis, Statistics and Probability

7 pages, Third Galileo - Xu Guangqi Conference Proceedings

Scientific paper

Singular-value decomposition is a powerful technique that has been used in the analysis of matrices in many fields. In this paper, we summarize how it has been applied to the analysis of gravitational-wave data. These include producing basis waveforms for matched filtering, decreasing the computational cost of searching for many waveforms, improving parameter estimation, and providing a method of waveform interpolation.

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