Accès ouvert déclaré 2023 article

Noise subtraction from KAGRA O3GK data using Independent Component Analysis

Hiroshi Abe, T. Akutsu, Masaki Ando, A. Araya, N. Aritomi, Hideki Asada, Y. Aso, S. Bae, Y Bae, R. Bajpai, K. C. Cannon, Z. Cao, E. Capocasa, M. Chan, C. Chen, D. Chen, Kunde Chen, Yuyan Chen, C-Y. Chiang, S. Eguchi, M. Eisenmann, Yutaro Enomoto, R. Flaminio, H. K. Fong, Yoshinori Fujii, Y. Fujikawa, Y. Fujimoto, Isao Fukunaga, D. Gao, G-G Ge, S. Ha, I. P. W. Hadiputrawan, S. Haino, Wen-Biao Han, K. Hasegawa, Kentaro Hattori, H. Hayakawa, K. Hayama, Y. Himemoto, N. Hirata, C. Hirose, T-C. Ho, B-H. Hsieh, H-F. Hsieh, C Hsiung, H-Y. Huang, P. Huang, Y-C. Huang, Y.-J. Huang, C. Y. Hui, S. Ide, Kohei Inayoshi, Yoshiyuki Inoue, K. Ito, Y. Itoh, Chanhyung Jeon, H-B Jin, K. Jung, P. Jung, K. Kaihotsu, T. Kajita, M. Kakizaki, M. Kamiizumi, Nobuyuki Kanda, T. Kato, Kyohei Kawaguchi, Chunglee Kim, Jaewan Kim, Jin-Woo Kim, Y.-M. Kim, N. Kimura, T Kiyota, Y. Kobayashi, Kazunori Kohri, K. Kokeyama, A. K. H. Kong, Naoki Koyama, C. Kozakai, J. Kume, Y. Kuromiya, Sachiko Kuroyanagi, K. Kwak, E Lee, H. W. Lee, Ray‐Kuang Lee, M. Leonardi, Kwan-Lok Li, P Li, L. C.-C. Lin, Chun-Yu Lin, E. T. Lin, F-L. Lin, Guo-Chin Liu, L.-W. Luo, M Ma’arif, E. Majorana, Yuta Michimura, N. Mio, O. Miyakawa, K. Miyo, S. Miyoki, Y. Mori, S. Morisaki, N. Morisue, Y. Moriwaki, Koji Nagano, K. Nakamura, Hiroyuki Nakano, M. Nakano, Y. Nakayama, T. Narikawa, L. Naticchioni, L. Nguyen Quynh, W-T Ni, T. Nishimoto, A. Nishizawa, S. Nozaki, Y. Obayashi, W. Ogaki, J. J. Oh, M. Ohashi, T. Ohashi, Masashi Ohkawa, H. Ohta, Y. Okutani, K. Oohara, S. Oshino, S. Otabe, K. Pan, A. Parisi, J. Park, F E Pe na Arellano, Surojit Saha, Y. Saito, K Sakai, T. Sawada, Yuichiro Sekiguchi, Lijing Shao, Yutaka Shikano, H. Shimizu, K. Shimode, H. Shinkai, T. Shishido, A. Shoda, K. Somiya, I. Song, R. Sugimoto, J. Suresh, Takamasa Suzuki, H. Tagoshi, Hirotaka Takahashi, Ryutaro Takahashi, S. Takano, H. Takeda, M. Takeda, K. Tanaka, Takahiro Tanaka, Taiki Tanaka, S. Tanioka, Atsushi Taruya, T. Tomaru, T. Tomura, L. Trozzo, T. Tsang, J-S. Tsao, S. Tsuchida, T. Tsutsui, D. Tuyenbayev, N. Uchikata, Takashi Uchiyama, A. Ueda, T. Uehara, K. Ueno, G. Ueshima, T. Ushiba, Maurice H. P. M. van Putten, Jin Wang, T. Washimi, Chien-Ming Wu, H. Wu, Tomohiro Yamada, K. Yamamoto, K. Yamashita, R Yamazaki, Yi Yang, S.-W. Yeh, Jun’ichi Yokoyama, T. Yokozawa, T. Yoshioka, H. Yuzurihara, S. Zeidler, M. Zhan, H Zhang, Yang Zhao, Z-H Zhu

4Citations signalées, ce qui n’est pas une note de qualité

66Institutions déclarées

10Pays d’affiliation déclarés

Rattachement africain : jp, kr, cn, tw, fr, gb, es, it, us, hk. Niveau de preuve : code pays fourni par la source.

Le résumé fourni par la source

Abstract During April 7–21 2020, KAGRA conducted its first scientific observation in conjunction with the GEO600 detector. The dominant noise sources during this run were found to be suspension control noise in the low-frequency range and acoustic noise in the mid-frequency range. In this study, we show that their contributions in the observational data can be reduced by a signal processing method called independent component analysis (ICA). The model of ICA is extended from that studied in the initial KAGRA data analysis to account for frequency dependence, while the linearity and stationarity of the coupling between the interferometer and the noise sources are still assumed. We identify optimal witness sensors in the application of ICA, leading to successful mitigation of these two dominant contributions. We also analyze the stability of the transfer functions for the entire two weeks of data to investigate the applicability of the proposed subtraction method in gravitational wave searches.

Ce résumé expose les affirmations des auteurs. BNTIC ne l’interprète pas comme une validation indépendante des résultats.

Le contrôle bibliographique ouvert

DOI retrouvé dans Crossref DOI retrouvé ; titre concordant.

Titre Crossref: Noise subtraction from KAGRA O3GK data using Independent Component Analysis
Date Crossref: 31/03/2023
Éditeur: IOP Publishing
Type: journal-article

Ce recoupement confirme des métadonnées liées au DOI. Il ne confirme ni la méthode ni les conclusions de l’étude, et il ne compte pas comme une seconde source scientifique indépendante.

Les institutions déclarées

Tokyo Institute of Technology Osaka City University National Astronomical Observatory of Japan The University of Tokyo Hirosaki University The Graduate University for Advanced Studies, SOKENDAI Korea Institute of Science & Technology Information National Institute for Mathematical Sciences Beijing Normal University Fukuoka University Tamkang University National Tsing Hua University National Central University Institute of Physics, Academia Sinica Centre National de la Recherche Scientifique Laboratoire d’Annecy de Physique des Particules Institut National de Physique Nucléaire et de Physique des Particules Université Savoie Mont Blanc Université Grenoble Alpes Niigata University Chinese Academy of Sciences Wuhan Institute of Physics and Mathematics Ulsan National Institute of Science and Technology Shanghai Astronomical Observatory Kavli Institute for the Physics and Mathematics of the Universe University of Toyama Nihon University College of Industrial Technology Chungnam National University Aoyama Gakuin University Peking University Kavli Institute for Theoretical Sciences Ewha Womans University National Astronomical Observatories University of Chinese Academy of Sciences Inje University Myongji University High Energy Accelerator Research Organization Cardiff University Instituto de Investigación en Ciencias de la Alimentación Nagoya University National Cheng Kung University Wuhan University National Institutes of Applied Research National Taiwan Normal University Istituto Nazionale di Fisica Nucleare Istituto Nazionale di Fisica Nucleare, Sezione di Roma I Sapienza University of Rome University of Wisconsin–Milwaukee Institute of Space and Astronautical Science Ryukoku University University of Notre Dame Korea Astronomy and Space Science Institute Nagaoka National College of Technology Toho University Keio University Osaka Institute of Technology Tokyo City University Kyoto University Chinese University of Hong Kong University of Florida National Defense Academy of Japan Nagaoka University of Technology Sejong University National Yang Ming Chiao Tung University Rikkyo University

Une affiliation ne permet pas de déduire la nationalité d’un auteur.

Les sujets associés

Pulsars and Gravitational Waves ResearchSeismic Waves and AnalysisSeismic Imaging and Inversion Techniques

Lire en accès ouvert Consulter la publication primaire Ouvrir le DOI