Application of the independent component analysis to the iKAGRA data

KAGRA Collaboration; Akutsu, T.; Ando, M.; Arai, K.; Arai, Y.; Araki, S.; Araya, A.; Aritomi, N.; Asada, H.; Aso, Y.; Atsuta, S.; Awai, K.; Bae, S.; Bae, Y.; Baiotti, L.; Bajpai, R.; Barton, M. A.; Cannon, K.; Capocasa, E.; Chan, M.; Chen, C.; Chen, K.; Chen, Y.; Chu, H.; Chu, Y-K.; Craig, K.; Creus, W.; Doi, K.; Eda, K.; Eguchi, S.; Enomoto, Y.; Flaminio, R.; Fujii, Y.; Fujimoto, M. -K.; Fukunaga, M.; Fukushima, M.; Furuhata, T.; Ge, G.; Hagiwara, A.; Haino, S.; Hasegawa, K.; Hashino, K.; Hayakawa, H.; Hayama, K.; Himemoto, Y.; Hiranuma, Y.; Hirata, N.; Hirobayashi, S.; Hirose, E.; Hong, Z.; Hsieh, B. H.; Huang, G-Z.; Huang, P.; Huang, Y.; Ikenoue, B.; Imam, S.; Inayoshi, K.; Inoue, Y.; Ioka, K.; Itoh, Y.; Izumi, K.; Jung, K.; Jung, P.; Kaji, T.; Kajita, T.; Kakizaki, M.; Kamiizumi, M.; Kanbara, S.; Kanda, N.; Kanemura, S.; Kaneyama, M.; Kang, G.; Kasuya, J.; Kataoka, Y.; Kawaguchi, K.; Kawai, N.; Kawamura, S.; Kawasaki, T.; Kim, C.; Kim, J. C.; Kim, W. S.; Kim, Y. -M.; Kimura, N.; Kinugawa, T.; Kirii, S.; Kita, N.; Kitaoka, Y.; Kitazawa, H.; Kojima, Y.; Kokeyama, K.; Komori, K.; Kong, A. K. H.; Kotake, K.; Kozakai, C.; Kozu, R.; Kumar, R.; Kume, J.; Kuo, C.; Kuo, H-S.; Kuroyanagi, S.; Kusayanagi, K.; Kwak, K.; Lee, H. K.; Lee, H. M.; Lee, H. W.; Lee, R.; Leonardi, M.; Lin, C.; Lin, C-Y.; Lin, F-L.; Liu, G. C.; Liu, Y.; Luo, L.; Majorana, E.; Mano, S.; Marchio, M.; Matsui, T.; Matsushima, F.; Michimura, Y.; Mio, N.; Miyakawa, O.; Miyamoto, A.; Miyamoto, T.; Miyazaki, Y.; Miyo, K.; Miyoki, S.; Morii, W.; Morisaki, S.; Moriwaki, Y.; Morozumi, T.; Musha, M.; Nagano, K.; Nagano, S.; Nakamura, K.; Nakamura, T.; Nakano, H.; Nakano, M.; Nakao, K.; Nakashima, R.; Narikawa, T.; Naticchioni, L.; Negishi, R.; Quynh, L. Nguyen; Ni, W. -T.; Nishizawa, A.; Obuchi, Y.; Ochi, T.; Ogaki, W.; Oh, J. J.; Oh, S. H.; Ohashi, M.; Ohishi, N.; Ohkawa, M.; Okutomi, K.; Oohara, K.; Ooi, C. P.; Oshino, S.; Pan, K.; Pang, H.; Park, J.; Arellano, F. E. Pena; Pinto, I.; Sago, N.; Saijo, M.; Saito, S.; Saito, Y.; Sakai, K.; Sakai, Y.; Sakai, Y.; Sakuno, Y.; Sasaki, M.; Sasaki, Y.; Sato, S.; Sato, T.; Sawada, T.; Sekiguchi, T.; Sekiguchi, Y.; Seto, N.; Shibagaki, S.; Shibata, M.; Shimizu, R.; Shimoda, T.; Shimode, K.; Shinkai, H.; Shishido, T.; Shoda, A.; Somiya, K.; Son, E. J.; Sotani, H.; Suemasa, A.; Sugimoto, R.; Suzuki, T.; Suzuki, T.; Tagoshi, H.; Takahashi, H.; Takahashi, R.; Takamori, A.; Takano, S.; Takeda, H.; Takeda, M.; Tanaka, H.; Tanaka, K.; Tanaka, K.; Tanaka, T.; Tanaka, T.; Tanioka, S.; Martin, E. N. Tapia San; Tatsumi, D.; Telada, S.; Tomaru, T.; Tomigami, Y.; Tomura, T.; Travasso, F.; Trozzo, L.; Tsang, T.; Tsubono, K.; Tsuchida, S.; Tsuzuki, T.; Tuyenbayev, D.; Uchikata, N.; Uchiyama, T.; Ueda, A.; Uehara, T.; Ueki, S.; Ueno, K.; Ueshima, G.; Uraguchi, F.; Ushiba, T.; van Putten, M. H. P. M.; Vocca, H.; Wada, S.; Wakamatsu, T.; Wang, J.; Wu, C.; Wu, H.; Wu, S.; Xu, W-R.; Yamada, T.; Yamamoto, A.; Yamamoto, K.; Yamamoto, K.; Yamamoto, S.; Yamamoto, T.; Yokogawa, K.; Yokoyama, J.; Yokozawa, T.; Yoon, T. H.; Yoshioka, T.; Yuzurihara, H.; Zeidler, S.; Zhao, Y.; Zhu, Z. -H.

doi:10.1093/ptep/ptaa056

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Application of the independent component analysis to the iKAGRA data

KAGRA Collaboration, Akutsu, T., Ando, M., Arai, K., Arai, Y., Araki, S., et al. (2020). Application of the independent component analysis to the iKAGRA data. Progress of Theoretical and Experimental Physics, 2020(5): 053F01. doi:10.1093/ptep/ptaa056.

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KAGRA Collaboration, Author
Akutsu, T., Author
Ando, M., Author
Arai, K., Author
Arai, Y., Author
Araki, S., Author
Araya, A., Author
Aritomi, N., Author
Asada, H., Author
Aso, Y., Author
Atsuta, S., Author
Awai, K., Author
Bae, S., Author
Bae, Y., Author
Baiotti, L., Author
Bajpai, R., Author
Barton, M. A., Author
Cannon, K., Author
Capocasa, E., Author
Chan, M., Author
Chen, C., AuthorChen, K., AuthorChen, Y., AuthorChu, H., AuthorChu, Y-K., AuthorCraig, K., AuthorCreus, W., AuthorDoi, K., AuthorEda, K., AuthorEguchi, S., AuthorEnomoto, Y., AuthorFlaminio, R., AuthorFujii, Y., AuthorFujimoto, M. -K., AuthorFukunaga, M., AuthorFukushima, M., AuthorFuruhata, T., AuthorGe, G., AuthorHagiwara, A., AuthorHaino, S., AuthorHasegawa, K., AuthorHashino, K., AuthorHayakawa, H., AuthorHayama, K., AuthorHimemoto, Y., AuthorHiranuma, Y., AuthorHirata, N., AuthorHirobayashi, S., AuthorHirose, E., AuthorHong, Z., AuthorHsieh, B. H., AuthorHuang, G-Z., AuthorHuang, P., AuthorHuang, Y., AuthorIkenoue, B., AuthorImam, S., AuthorInayoshi, K., AuthorInoue, Y., AuthorIoka, K., AuthorItoh, Y., AuthorIzumi, K., AuthorJung, K., AuthorJung, P., AuthorKaji, T., AuthorKajita, T., AuthorKakizaki, M., AuthorKamiizumi, M., AuthorKanbara, S., AuthorKanda, N., AuthorKanemura, S., AuthorKaneyama, M., AuthorKang, G., AuthorKasuya, J., AuthorKataoka, Y., AuthorKawaguchi, K., AuthorKawai, N., AuthorKawamura, S., AuthorKawasaki, T., AuthorKim, C., AuthorKim, J. C., AuthorKim, W. S., AuthorKim, Y. -M., AuthorKimura, N., AuthorKinugawa, T., AuthorKirii, S., AuthorKita, N., AuthorKitaoka, Y., AuthorKitazawa, H., AuthorKojima, Y., AuthorKokeyama, K., AuthorKomori, K., AuthorKong, A. K. H., AuthorKotake, K., AuthorKozakai, C., AuthorKozu, R., AuthorKumar, R., AuthorKume, J., AuthorKuo, C., AuthorKuo, H-S., AuthorKuroyanagi, S., AuthorKusayanagi, K., AuthorKwak, K., AuthorLee, H. K., AuthorLee, H. M., AuthorLee, H. W., AuthorLee, R., AuthorLeonardi, M., AuthorLin, C., AuthorLin, C-Y., AuthorLin, F-L., AuthorLiu, G. C., AuthorLiu, Y., AuthorLuo, L., AuthorMajorana, E., AuthorMano, S., AuthorMarchio, M., AuthorMatsui, T., AuthorMatsushima, F., AuthorMichimura, Y., AuthorMio, N., AuthorMiyakawa, O., AuthorMiyamoto, A., AuthorMiyamoto, T., AuthorMiyazaki, Y., AuthorMiyo, K., AuthorMiyoki, S., AuthorMorii, W., AuthorMorisaki, S., AuthorMoriwaki, Y., AuthorMorozumi, T., AuthorMusha, M., AuthorNagano, K., AuthorNagano, S., AuthorNakamura, K., AuthorNakamura, T., AuthorNakano, H., AuthorNakano, M., AuthorNakao, K., AuthorNakashima, R., AuthorNarikawa, T., AuthorNaticchioni, L., AuthorNegishi, R., AuthorQuynh, L. Nguyen, AuthorNi, W. -T., AuthorNishizawa, A., AuthorObuchi, Y., AuthorOchi, T., AuthorOgaki, W., AuthorOh, J. J., AuthorOh, S. H., AuthorOhashi, M., AuthorOhishi, N., AuthorOhkawa, M., AuthorOkutomi, K., AuthorOohara, K., AuthorOoi, C. P., AuthorOshino, S., AuthorPan, K., AuthorPang, H., AuthorPark, J., AuthorArellano, F. E. Pena, AuthorPinto, I., AuthorSago, N., AuthorSaijo, M., AuthorSaito, S., AuthorSaito, Y., AuthorSakai, K., AuthorSakai, Y., AuthorSakai, Y., AuthorSakuno, Y., AuthorSasaki, M., AuthorSasaki, Y., AuthorSato, S., AuthorSato, T., AuthorSawada, T., AuthorSekiguchi, T., AuthorSekiguchi, Y., AuthorSeto, N., AuthorShibagaki, S., AuthorShibata, M.¹, Author Shimizu, R., AuthorShimoda, T., AuthorShimode, K., AuthorShinkai, H., AuthorShishido, T., AuthorShoda, A., AuthorSomiya, K., AuthorSon, E. J., AuthorSotani, H., AuthorSuemasa, A., AuthorSugimoto, R., AuthorSuzuki, T., AuthorSuzuki, T., AuthorTagoshi, H., AuthorTakahashi, H., AuthorTakahashi, R., AuthorTakamori, A., AuthorTakano, S., AuthorTakeda, H., AuthorTakeda, M., AuthorTanaka, H., AuthorTanaka, K., AuthorTanaka, K., AuthorTanaka, T., AuthorTanaka, T., AuthorTanioka, S., AuthorMartin, E. N. Tapia San, AuthorTatsumi, D., AuthorTelada, S., AuthorTomaru, T., AuthorTomigami, Y., AuthorTomura, T., AuthorTravasso, F., AuthorTrozzo, L., AuthorTsang, T., AuthorTsubono, K., AuthorTsuchida, S., AuthorTsuzuki, T., AuthorTuyenbayev, D., AuthorUchikata, N., AuthorUchiyama, T., AuthorUeda, A., AuthorUehara, T., AuthorUeki, S., AuthorUeno, K., AuthorUeshima, G., AuthorUraguchi, F., AuthorUshiba, T., Authorvan Putten, M. H. P. M., AuthorVocca, H., AuthorWada, S., AuthorWakamatsu, T., AuthorWang, J., AuthorWu, C., AuthorWu, H., AuthorWu, S., AuthorXu, W-R., AuthorYamada, T., AuthorYamamoto, A., AuthorYamamoto, K., AuthorYamamoto, K., AuthorYamamoto, S., AuthorYamamoto, T., AuthorYokogawa, K., AuthorYokoyama, J., AuthorYokozawa, T., AuthorYoon, T. H., AuthorYoshioka, T., AuthorYuzurihara, H., AuthorZeidler, S., AuthorZhao, Y., AuthorZhu, Z. -H., Author more..

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1Computational Relativistic Astrophysics, AEI-Golm, MPI for Gravitational Physics, Max Planck Society, ou_2541714

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Free keywords: Astrophysics, Instrumentation and Methods for Astrophysics, astro-ph.IM,General Relativity and Quantum Cosmology, gr-qc

Abstract: We apply independent component analysis (ICA) to the real data from a
gravitational wave detector for the first time. ICA separates various sources
of signals from multiple detection channels making use of non-Gaussian nature
of the statistical distributions of the sources. Specifically we use the iKAGRA
data taken in April 2016, and calculate the correlations between the
gravitational wave strain channel and 35 physical environmental channels. Using
a couple of seismic channels which are found to be strongly correlated with the
strain, we perform ICA. Injecting a sinusoidal continuous signal in the strain
channel, we find that ICA recovers correct parameters with enhanced
signal-to-noise ratio, which demonstrates usefulness of this method.

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Dates: Created: 2019-08-08Date issued: 2020

Publication Status: Issued

Pages: 22 pages, 12 figures

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Identifiers: arXiv: 1908.03013
URI: http://arxiv.org/abs/1908.03013
DOI: 10.1093/ptep/ptaa056

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Title: Progress of Theoretical and Experimental Physics

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Pages: - Volume / Issue: 2020 (5) Sequence Number: 053F01 Start / End Page: - Identifier: -