Compressed Sensing for Time-Frequency Gravitational Wave Data Analysis
Instrumentation and Methods for Astrophysics
2016-05-16 v2 General Relativity and Quantum Cosmology
Abstract
The potential of compressed sensing for obtaining sparse time-frequency representations for gravitational wave data analysis is illustrated by comparison with existing methods, as regards i) shedding light on the fine structure of noise transients (glitches) in preparation of their classification, and ii) boosting the performance of waveform consistency tests in the detection of unmodeled transient gravitational wave signals using a network of detectors affected by unmodeled noise transient
Keywords
Cite
@article{arxiv.1605.03496,
title = {Compressed Sensing for Time-Frequency Gravitational Wave Data Analysis},
author = {Paolo Addesso and Maurizio Longo and Stefano Marano and Vincenzo Matta and Maria Principe and Innocenzo M. Pinto},
journal= {arXiv preprint arXiv:1605.03496},
year = {2016}
}
Comments
16 pages + 17 figures