Study on Feeding Activity of Litopenaeus Vannamei Based on Passive Acoustic Detection

Litopenaeus vannamei, as the main target of shrimp farming in China, has a great market prospect and high economic value. However, domestic Litopenaeus vannamei farming and feeding efficiency are low, mainly through the use of hand tools by farmers to complete the feed throwing work, and the feed co...

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Main Authors: Maochun Wei, Yating Lin, Keyu Chen, Wei Su, En Cheng
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9178285/
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spelling doaj-375558556cfb4eacb54ef11ae5603e6f2021-03-30T04:09:37ZengIEEEIEEE Access2169-35362020-01-01815665415666210.1109/ACCESS.2020.30195299178285Study on Feeding Activity of Litopenaeus Vannamei Based on Passive Acoustic DetectionMaochun Wei0Yating Lin1https://orcid.org/0000-0003-1999-209XKeyu Chen2https://orcid.org/0000-0003-0808-2533Wei Su3https://orcid.org/0000-0003-1874-1256En Cheng4https://orcid.org/0000-0003-2121-6110Xiamen Ocean Vocational College, Xiamen, ChinaKey Laboratory of Underwater Acoustic Communication and Marine Information Technology, Xiamen University, Xiamen, ChinaKey Laboratory of Underwater Acoustic Communication and Marine Information Technology, Xiamen University, Xiamen, ChinaKey Laboratory of Underwater Acoustic Communication and Marine Information Technology, Xiamen University, Xiamen, ChinaKey Laboratory of Underwater Acoustic Communication and Marine Information Technology, Xiamen University, Xiamen, ChinaLitopenaeus vannamei, as the main target of shrimp farming in China, has a great market prospect and high economic value. However, domestic Litopenaeus vannamei farming and feeding efficiency are low, mainly through the use of hand tools by farmers to complete the feed throwing work, and the feed cost is high. Therefore, in view of the high density and low visibility of culture ponds in Litopenaeus vannamei aquaculture industry, it is impossible to judge the quantity and time of feed feeding by visual way. In this study, based on the analysis of acoustic feeding signal characteristics of Litopenaeus vannamei, accurate and intelligent control of feed amount is proposed, so as to reduce the breeding cost and obtain environmental benefits. This study designed a system for collecting and analyzing the acoustic signals of the feeding motion of Litopenaeus vannamei. Based on passive acoustic technology, the motion acoustic signal of Litopenaeus vannamei is extracted when starving. Through time domain and frequency domain research, the characteristic parameters of the motion acoustic signal of the specific body type of Litopenaeus vannamei are determined. The signal duration range is 8-10ms, and the average range of the resonance band is 2-10KHz. Furthermore, the dual-threshold method is further used to detect the effective range of the feeding signals, and then the number of acoustic signals is obtained, and the corresponding magnitude relationship between the characteristic parameters and the starvation degree of Litopenaeus vannamei is established, which can be used as a basis for judging intelligent feeding on demand. The research provides theoretical support for the feasibility of studying the feeding patterns of Litopenaeus vannamei through underwater passive acoustic detection.https://ieeexplore.ieee.org/document/9178285/Passive acousticsLitopenaeus vannameipulse signalthreshold detection
collection DOAJ
language English
format Article
sources DOAJ
author Maochun Wei
Yating Lin
Keyu Chen
Wei Su
En Cheng
spellingShingle Maochun Wei
Yating Lin
Keyu Chen
Wei Su
En Cheng
Study on Feeding Activity of Litopenaeus Vannamei Based on Passive Acoustic Detection
IEEE Access
Passive acoustics
Litopenaeus vannamei
pulse signal
threshold detection
author_facet Maochun Wei
Yating Lin
Keyu Chen
Wei Su
En Cheng
author_sort Maochun Wei
title Study on Feeding Activity of Litopenaeus Vannamei Based on Passive Acoustic Detection
title_short Study on Feeding Activity of Litopenaeus Vannamei Based on Passive Acoustic Detection
title_full Study on Feeding Activity of Litopenaeus Vannamei Based on Passive Acoustic Detection
title_fullStr Study on Feeding Activity of Litopenaeus Vannamei Based on Passive Acoustic Detection
title_full_unstemmed Study on Feeding Activity of Litopenaeus Vannamei Based on Passive Acoustic Detection
title_sort study on feeding activity of litopenaeus vannamei based on passive acoustic detection
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2020-01-01
description Litopenaeus vannamei, as the main target of shrimp farming in China, has a great market prospect and high economic value. However, domestic Litopenaeus vannamei farming and feeding efficiency are low, mainly through the use of hand tools by farmers to complete the feed throwing work, and the feed cost is high. Therefore, in view of the high density and low visibility of culture ponds in Litopenaeus vannamei aquaculture industry, it is impossible to judge the quantity and time of feed feeding by visual way. In this study, based on the analysis of acoustic feeding signal characteristics of Litopenaeus vannamei, accurate and intelligent control of feed amount is proposed, so as to reduce the breeding cost and obtain environmental benefits. This study designed a system for collecting and analyzing the acoustic signals of the feeding motion of Litopenaeus vannamei. Based on passive acoustic technology, the motion acoustic signal of Litopenaeus vannamei is extracted when starving. Through time domain and frequency domain research, the characteristic parameters of the motion acoustic signal of the specific body type of Litopenaeus vannamei are determined. The signal duration range is 8-10ms, and the average range of the resonance band is 2-10KHz. Furthermore, the dual-threshold method is further used to detect the effective range of the feeding signals, and then the number of acoustic signals is obtained, and the corresponding magnitude relationship between the characteristic parameters and the starvation degree of Litopenaeus vannamei is established, which can be used as a basis for judging intelligent feeding on demand. The research provides theoretical support for the feasibility of studying the feeding patterns of Litopenaeus vannamei through underwater passive acoustic detection.
topic Passive acoustics
Litopenaeus vannamei
pulse signal
threshold detection
url https://ieeexplore.ieee.org/document/9178285/
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AT yatinglin studyonfeedingactivityoflitopenaeusvannameibasedonpassiveacousticdetection
AT keyuchen studyonfeedingactivityoflitopenaeusvannameibasedonpassiveacousticdetection
AT weisu studyonfeedingactivityoflitopenaeusvannameibasedonpassiveacousticdetection
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