TY - JOUR
T1 - Singular value decomposition applied to compact binary coalescence gravitational-wave signals
AU - Cannon, Kipp
AU - Chapman, Adrian
AU - Hanna, Chad
AU - Keppel, Drew
AU - Searle, Antony C.
AU - Weinstein, Alan J.
PY - 2010/8/12
Y1 - 2010/8/12
N2 - 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.
AB - 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.
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U2 - 10.1103/PhysRevD.82.044025
DO - 10.1103/PhysRevD.82.044025
M3 - Article
AN - SCOPUS:77956920431
SN - 1550-7998
VL - 82
JO - Physical Review D - Particles, Fields, Gravitation and Cosmology
JF - Physical Review D - Particles, Fields, Gravitation and Cosmology
IS - 4
M1 - 044025
ER -