Abstract
A dedicated method for irreversible compression of Gravitational Waves Sound with high quality recovery is proposed. The performance is tested on the sound signal which has been produced with the first gravitational wave that was detected, and on 36 theoretically generated signals. The approach is based on a model for data reduction rendering high quality approximation of the signals. The reduction of dimensionality is achieved by selecting elementary components from a redundant dictionary. Comparisons with the compression standard MP3 demonstrate the merit of the dedicated technique for compressing this type of sound.
| Language | English |
|---|---|
| Article number | 122206 |
| Journal | Physica A: Statistical Mechanics and its Applications |
| Volume | 535 |
| Early online date | 8 Aug 2019 |
| DOIs | |
| Publication status | E-pub ahead of print - 8 Aug 2019 |
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Bibliographical note
© 2019, Elsevier. Licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International http://creativecommons.org/licenses/by-nc-nd/4.0/Keywords
- Compression by dictionaries
- Gravitational Waves Sound
- Sparse representation of Gravitational Waves Sound
Cite this
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A dedicated methodology for irreversible compression of Gravitational Waves Sound with high quality reconstruction. / Rebollo-Neira, Laura ; Plastino, Angel .
In: Physica A: Statistical Mechanics and its Applications, Vol. 535, 122206, 01.12.2019.Research output: Contribution to journal › Article
TY - JOUR
T1 - A dedicated methodology for irreversible compression of Gravitational Waves Sound with high quality reconstruction.
AU - Rebollo-Neira, Laura
AU - Plastino, Angel
N1 - © 2019, Elsevier. Licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International http://creativecommons.org/licenses/by-nc-nd/4.0/
PY - 2019/8/8
Y1 - 2019/8/8
N2 - A dedicated method for irreversible compression of Gravitational Waves Sound with high quality recovery is proposed. The performance is tested on the sound signal which has been produced with the first gravitational wave that was detected, and on 36 theoretically generated signals. The approach is based on a model for data reduction rendering high quality approximation of the signals. The reduction of dimensionality is achieved by selecting elementary components from a redundant dictionary. Comparisons with the compression standard MP3 demonstrate the merit of the dedicated technique for compressing this type of sound.
AB - A dedicated method for irreversible compression of Gravitational Waves Sound with high quality recovery is proposed. The performance is tested on the sound signal which has been produced with the first gravitational wave that was detected, and on 36 theoretically generated signals. The approach is based on a model for data reduction rendering high quality approximation of the signals. The reduction of dimensionality is achieved by selecting elementary components from a redundant dictionary. Comparisons with the compression standard MP3 demonstrate the merit of the dedicated technique for compressing this type of sound.
KW - Compression by dictionaries
KW - Gravitational Waves Sound
KW - Sparse representation of Gravitational Waves Sound
UR - https://www.sciencedirect.com/science/article/pii/S0378437119312804?dgcid=raven_sd_search_email
UR - http://www.scopus.com/inward/record.url?scp=85070521034&partnerID=8YFLogxK
U2 - 10.1016/j.physa.2019.122206
DO - 10.1016/j.physa.2019.122206
M3 - Article
VL - 535
JO - Physica A
T2 - Physica A
JF - Physica A
SN - 0378-4371
M1 - 122206
ER -