Published August 12, 2010
| Published
Journal Article
Open
Singular value decomposition applied to compact binary coalescence gravitational-wave signals
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.
Additional Information
© 2010 The American Physical Society. Received 18 May 2010; published 12 August 2010. The authors would like to acknowledge the support of the LIGO Lab, NSF grants PHY-0653653 and PHY- 0601459, and the David and Barbara Groce Fund at the California Institute of Technology. LIGO was constructed by the California Institute of Technology and Massachusetts Institute of Technology with funding from the National Science Foundation and operates under cooperative agreement PHY-0757058. The authors also thank Stephen Privitera and Ik Siong Heng for useful comments and discussions on this manuscript. This paper has LIGO Document Number LIGO-P1000037-v2.Attached Files
Published - Cannon2010p11160Phys_Rev_D.pdf
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Additional details
- Eprint ID
- 19695
- Resolver ID
- CaltechAUTHORS:20100830-090550311
- PHY-0653653
- NSF
- PHY-0601459
- NSF
- David and Barbara Groce Fund at Caltech
- PHY-0757058
- NSF
- Created
-
2010-09-04Created from EPrint's datestamp field
- Updated
-
2021-11-08Created from EPrint's last_modified field
- Other Numbering System Name
- LIGO Document Number
- Other Numbering System Identifier
- LIGO-P1000037-v2