Wideband geoacoustic inversion using synchrosqueezing transform

Hong Liu; Kunde Yang; Yuanliang Ma; Qiulong Yang; Liya Xu

doi:10.1109/OCEANSKOBE.2018.8559240

Wideband geoacoustic inversion using synchrosqueezing transform

Hong Liu, Kunde Yang, Yuanliang Ma, Qiulong Yang, Liya Xu

Ocean Institute

Northwestern Polytechnical University Xian

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

Inversion based on modal characteristics is an effective method to estimate shallow water bottom parameters. The precision of dispersion curve extraction has a significant impact on inversion result. In this paper, a method of combination of warping transform and synchrosqueezing transform is introduced to extract mode dispersion curves. It is applied to process an air-gun impulsive signal during a shallow water sound propagation experiment in the winter. According to the normal mode theory, the arrival time difference of propagation modes computed by dispersion curves are used to invert bottom parameters. Genetic algorithm is used for inversion. In addition, the reliability of inversion result is verified by in suit measurement and a posteriori probability statistics.

Original language	English
Title of host publication	2018 OCEANS - MTS/IEEE Kobe Techno-Oceans, OCEANS - Kobe 2018
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781538616543
DOIs	https://doi.org/10.1109/OCEANSKOBE.2018.8559240
State	Published - 4 Dec 2018
Event	2018 OCEANS - MTS/IEEE Kobe Techno-Oceans, OCEANS - Kobe 2018 - Kobe, Japan Duration: 28 May 2018 → 31 May 2018

Publication series

Name	2018 OCEANS - MTS/IEEE Kobe Techno-Oceans, OCEANS - Kobe 2018

Conference

Conference	2018 OCEANS - MTS/IEEE Kobe Techno-Oceans, OCEANS - Kobe 2018
Country/Territory	Japan
City	Kobe
Period	28/05/18 → 31/05/18

Keywords

Geoacoustic inversion
Synchrosqueezing transform
Warping transform

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10.1109/OCEANSKOBE.2018.8559240

Cite this

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title = "Wideband geoacoustic inversion using synchrosqueezing transform",

abstract = "Inversion based on modal characteristics is an effective method to estimate shallow water bottom parameters. The precision of dispersion curve extraction has a significant impact on inversion result. In this paper, a method of combination of warping transform and synchrosqueezing transform is introduced to extract mode dispersion curves. It is applied to process an air-gun impulsive signal during a shallow water sound propagation experiment in the winter. According to the normal mode theory, the arrival time difference of propagation modes computed by dispersion curves are used to invert bottom parameters. Genetic algorithm is used for inversion. In addition, the reliability of inversion result is verified by in suit measurement and a posteriori probability statistics.",

keywords = "Geoacoustic inversion, Synchrosqueezing transform, Warping transform",

author = "Hong Liu and Kunde Yang and Yuanliang Ma and Qiulong Yang and Liya Xu",

note = "Publisher Copyright: {\textcopyright} 2018 IEEE.; 2018 OCEANS - MTS/IEEE Kobe Techno-Oceans, OCEANS - Kobe 2018 ; Conference date: 28-05-2018 Through 31-05-2018",

year = "2018",

month = dec,

day = "4",

doi = "10.1109/OCEANSKOBE.2018.8559240",

language = "英语",

series = "2018 OCEANS - MTS/IEEE Kobe Techno-Oceans, OCEANS - Kobe 2018",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "2018 OCEANS - MTS/IEEE Kobe Techno-Oceans, OCEANS - Kobe 2018",

}

Liu, H, Yang, K, Ma, Y, Yang, Q & Xu, L 2018, Wideband geoacoustic inversion using synchrosqueezing transform. in 2018 OCEANS - MTS/IEEE Kobe Techno-Oceans, OCEANS - Kobe 2018., 8559240, 2018 OCEANS - MTS/IEEE Kobe Techno-Oceans, OCEANS - Kobe 2018, Institute of Electrical and Electronics Engineers Inc., 2018 OCEANS - MTS/IEEE Kobe Techno-Oceans, OCEANS - Kobe 2018, Kobe, Japan, 28/05/18. https://doi.org/10.1109/OCEANSKOBE.2018.8559240

Wideband geoacoustic inversion using synchrosqueezing transform. / Liu, Hong; Yang, Kunde; Ma, Yuanliang et al.
2018 OCEANS - MTS/IEEE Kobe Techno-Oceans, OCEANS - Kobe 2018. Institute of Electrical and Electronics Engineers Inc., 2018. 8559240 (2018 OCEANS - MTS/IEEE Kobe Techno-Oceans, OCEANS - Kobe 2018).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Wideband geoacoustic inversion using synchrosqueezing transform

AU - Liu, Hong

AU - Yang, Kunde

AU - Ma, Yuanliang

AU - Yang, Qiulong

AU - Xu, Liya

PY - 2018/12/4

Y1 - 2018/12/4

N2 - Inversion based on modal characteristics is an effective method to estimate shallow water bottom parameters. The precision of dispersion curve extraction has a significant impact on inversion result. In this paper, a method of combination of warping transform and synchrosqueezing transform is introduced to extract mode dispersion curves. It is applied to process an air-gun impulsive signal during a shallow water sound propagation experiment in the winter. According to the normal mode theory, the arrival time difference of propagation modes computed by dispersion curves are used to invert bottom parameters. Genetic algorithm is used for inversion. In addition, the reliability of inversion result is verified by in suit measurement and a posteriori probability statistics.

AB - Inversion based on modal characteristics is an effective method to estimate shallow water bottom parameters. The precision of dispersion curve extraction has a significant impact on inversion result. In this paper, a method of combination of warping transform and synchrosqueezing transform is introduced to extract mode dispersion curves. It is applied to process an air-gun impulsive signal during a shallow water sound propagation experiment in the winter. According to the normal mode theory, the arrival time difference of propagation modes computed by dispersion curves are used to invert bottom parameters. Genetic algorithm is used for inversion. In addition, the reliability of inversion result is verified by in suit measurement and a posteriori probability statistics.

KW - Geoacoustic inversion

KW - Synchrosqueezing transform

KW - Warping transform

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U2 - 10.1109/OCEANSKOBE.2018.8559240

DO - 10.1109/OCEANSKOBE.2018.8559240

M3 - 会议稿件

AN - SCOPUS:85060285066

T3 - 2018 OCEANS - MTS/IEEE Kobe Techno-Oceans, OCEANS - Kobe 2018

BT - 2018 OCEANS - MTS/IEEE Kobe Techno-Oceans, OCEANS - Kobe 2018

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2018 OCEANS - MTS/IEEE Kobe Techno-Oceans, OCEANS - Kobe 2018

Y2 - 28 May 2018 through 31 May 2018

ER -

Wideband geoacoustic inversion using synchrosqueezing transform

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Keywords

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