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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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/ |
work_keys_str_mv |
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