Stochastic resonance for underwater VLF weak signal detection under lévy noise background

Shilei Ma; Haiyan Wang; Xiaohong Shen; Haitao Dong

doi:10.1109/ICSPCC.2017.8242466

Stochastic resonance for underwater VLF weak signal detection under lévy noise background

Shilei Ma
, Haiyan Wang
, Xiaohong Shen
, Haitao Dong

School of Marine Science and Technology

Northwestern Polytechnical University Xian

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

8 Scopus citations

Abstract

In this paper, the second-order stochastic resonance (SR) system with Levy noise is analyzed, and the improved numerical method is proposed to obtain the output signal sequence after the SR system. Then the matched stochastic resonance (MSR) system is investigated and derived to produce a stable SR phenomenon in Levy noise circumstance. The matched performance is then evaluated which reflected the efficiency for arbitrary frequencies. And it seems achieve a better enhancing performance in the very low frequency band (0.01-100Hz), which is considered as the ship seismic signal. Moreover, the simulation results of the frequency detection verify the effectiveness of the MSR system. It is extremely helpful to detect the underwater very low frequency (VLF) weak signal under the strong background noise of the complex marine environment.

Original language	English
Title of host publication	2017 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2017
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1-5
Number of pages	5
ISBN (Electronic)	9781538631409
DOIs	https://doi.org/10.1109/ICSPCC.2017.8242466
State	Published - 29 Dec 2017
Event	7th IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2017 - Xiamen, Fujian, China Duration: 22 Oct 2017 → 25 Oct 2017

Publication series

Name	2017 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2017
Volume	2017-January

Conference

Conference	7th IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2017
Country/Territory	China
City	Xiamen, Fujian
Period	22/10/17 → 25/10/17

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 14 Life Below Water

Keywords

Levy noise
stochastic resonance
underwater weak signal
very low frequency

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10.1109/ICSPCC.2017.8242466

Cite this

Ma, S., Wang, H., Shen, X., & Dong, H. (2017). Stochastic resonance for underwater VLF weak signal detection under lévy noise background. In 2017 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2017 (pp. 1-5). (2017 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2017; Vol. 2017-January). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICSPCC.2017.8242466

Ma, Shilei ; Wang, Haiyan ; Shen, Xiaohong et al. / Stochastic resonance for underwater VLF weak signal detection under lévy noise background. 2017 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2017. Institute of Electrical and Electronics Engineers Inc., 2017. pp. 1-5 (2017 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2017).

@inproceedings{45c364e1c5c6438ca238518774b49e36,

title = "Stochastic resonance for underwater VLF weak signal detection under l{\'e}vy noise background",

abstract = "In this paper, the second-order stochastic resonance (SR) system with Levy noise is analyzed, and the improved numerical method is proposed to obtain the output signal sequence after the SR system. Then the matched stochastic resonance (MSR) system is investigated and derived to produce a stable SR phenomenon in Levy noise circumstance. The matched performance is then evaluated which reflected the efficiency for arbitrary frequencies. And it seems achieve a better enhancing performance in the very low frequency band (0.01-100Hz), which is considered as the ship seismic signal. Moreover, the simulation results of the frequency detection verify the effectiveness of the MSR system. It is extremely helpful to detect the underwater very low frequency (VLF) weak signal under the strong background noise of the complex marine environment.",

keywords = "Levy noise, stochastic resonance, underwater weak signal, very low frequency",

author = "Shilei Ma and Haiyan Wang and Xiaohong Shen and Haitao Dong",

note = "Publisher Copyright: {\textcopyright} 2017 IEEE.; 7th IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2017 ; Conference date: 22-10-2017 Through 25-10-2017",

year = "2017",

month = dec,

day = "29",

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language = "英语",

series = "2017 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2017",

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

pages = "1--5",

booktitle = "2017 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2017",

}

Ma, S, Wang, H, Shen, X & Dong, H 2017, Stochastic resonance for underwater VLF weak signal detection under lévy noise background. in 2017 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2017. 2017 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2017, vol. 2017-January, Institute of Electrical and Electronics Engineers Inc., pp. 1-5, 7th IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2017, Xiamen, Fujian, China, 22/10/17. https://doi.org/10.1109/ICSPCC.2017.8242466

Stochastic resonance for underwater VLF weak signal detection under lévy noise background. / Ma, Shilei; Wang, Haiyan; Shen, Xiaohong et al.
2017 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2017. Institute of Electrical and Electronics Engineers Inc., 2017. p. 1-5 (2017 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2017; Vol. 2017-January).

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

TY - GEN

T1 - Stochastic resonance for underwater VLF weak signal detection under lévy noise background

AU - Ma, Shilei

AU - Wang, Haiyan

AU - Shen, Xiaohong

AU - Dong, Haitao

PY - 2017/12/29

Y1 - 2017/12/29

N2 - In this paper, the second-order stochastic resonance (SR) system with Levy noise is analyzed, and the improved numerical method is proposed to obtain the output signal sequence after the SR system. Then the matched stochastic resonance (MSR) system is investigated and derived to produce a stable SR phenomenon in Levy noise circumstance. The matched performance is then evaluated which reflected the efficiency for arbitrary frequencies. And it seems achieve a better enhancing performance in the very low frequency band (0.01-100Hz), which is considered as the ship seismic signal. Moreover, the simulation results of the frequency detection verify the effectiveness of the MSR system. It is extremely helpful to detect the underwater very low frequency (VLF) weak signal under the strong background noise of the complex marine environment.

AB - In this paper, the second-order stochastic resonance (SR) system with Levy noise is analyzed, and the improved numerical method is proposed to obtain the output signal sequence after the SR system. Then the matched stochastic resonance (MSR) system is investigated and derived to produce a stable SR phenomenon in Levy noise circumstance. The matched performance is then evaluated which reflected the efficiency for arbitrary frequencies. And it seems achieve a better enhancing performance in the very low frequency band (0.01-100Hz), which is considered as the ship seismic signal. Moreover, the simulation results of the frequency detection verify the effectiveness of the MSR system. It is extremely helpful to detect the underwater very low frequency (VLF) weak signal under the strong background noise of the complex marine environment.

KW - Levy noise

KW - stochastic resonance

KW - underwater weak signal

KW - very low frequency

UR - https://www.scopus.com/pages/publications/85049217137

U2 - 10.1109/ICSPCC.2017.8242466

DO - 10.1109/ICSPCC.2017.8242466

M3 - 会议稿件

AN - SCOPUS:85049217137

T3 - 2017 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2017

SP - 1

EP - 5

BT - 2017 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2017

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 7th IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2017

Y2 - 22 October 2017 through 25 October 2017

ER -

Ma S, Wang H, Shen X, Dong H. Stochastic resonance for underwater VLF weak signal detection under lévy noise background. In 2017 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2017. Institute of Electrical and Electronics Engineers Inc. 2017. p. 1-5. (2017 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2017). doi: 10.1109/ICSPCC.2017.8242466

Stochastic resonance for underwater VLF weak signal detection under lévy noise background

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Keywords

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