A Quick Deployment Method for Sonar Buoy Detection Under the Overview Situation of Underwater Cluster Targets

Aiming at the typical problems of deploying sonar buoys in appointed sea area, this paper summarizes two problems existing in previous studies and puts forward a quick deployment method for sonar buoys detection under the overview situation of underwater cluster targets. Firstly, considering the inf...

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Main Authors: Y. Ma, Z. Y. Mao, J. Qin, W. J. Ding, Y. J. Xiao, X. Y. Meng, R. Luo
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8938762/
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spelling doaj-bb60e57acb784f66a9669456c222dee82021-03-30T02:47:43ZengIEEEIEEE Access2169-35362020-01-018112510.1109/ACCESS.2019.29615558938762A Quick Deployment Method for Sonar Buoy Detection Under the Overview Situation of Underwater Cluster TargetsY. Ma0https://orcid.org/0000-0001-6586-676XZ. Y. Mao1https://orcid.org/0000-0001-7446-8077J. Qin2https://orcid.org/0000-0002-8554-8096W. J. Ding3https://orcid.org/0000-0001-7559-3371Y. J. Xiao4https://orcid.org/0000-0002-8140-9830X. Y. Meng5https://orcid.org/0000-0003-0144-0801R. Luo6https://orcid.org/0000-0001-6197-726XKey Laboratory of Unmanned Underwater Vehicle Ministry of Industry and Information Technology, School of Marine Science and Technology, Northwestern Polytechnical University, Xi’an, ChinaKey Laboratory of Unmanned Underwater Vehicle Ministry of Industry and Information Technology, School of Marine Science and Technology, Northwestern Polytechnical University, Xi’an, ChinaNaval Research Academy, Beijing, ChinaState Key Laboratory of Electrical Insulation and Power Equipment, School of Electrical Engineering, Xi’an Jiaotong University, Xi’an, ChinaNaval Research Academy, Beijing, ChinaNaval Research Academy, Beijing, ChinaNaval Research Academy, Beijing, ChinaAiming at the typical problems of deploying sonar buoys in appointed sea area, this paper summarizes two problems existing in previous studies and puts forward a quick deployment method for sonar buoys detection under the overview situation of underwater cluster targets. Firstly, considering the influence of an underwater target course on target strength, the overlapping coefficient ”buoy group” mode is introduced to deploy the array. And combining with the random distribution law of underwater targets in the exploration area, the mathematical optimization model for sonar buoys detection under the overview situation of underwater cluster targets is established. Then, the fitness function corresponding to the buoy deployment optimization model is defined, and the adaptive fireworks algorithm is used to solve the optimization problem for obtaining the sonar buoys deployment scheme. Finally, through the comparison and analysis of results for the seven group simulation experiments, the conclusions that are beneficial to improve the detection efficiency of the sonar buoy deployment are obtained. The proposed method can provide useful support for underwater cluster multi-target detection and the problem of counterattack underwater cluster multi-platform.https://ieeexplore.ieee.org/document/8938762/Underwater cluster targetsbuoy detectionbuoy networkfireworks algorithmtarget strength characteristics
collection DOAJ
language English
format Article
sources DOAJ
author Y. Ma
Z. Y. Mao
J. Qin
W. J. Ding
Y. J. Xiao
X. Y. Meng
R. Luo
spellingShingle Y. Ma
Z. Y. Mao
J. Qin
W. J. Ding
Y. J. Xiao
X. Y. Meng
R. Luo
A Quick Deployment Method for Sonar Buoy Detection Under the Overview Situation of Underwater Cluster Targets
IEEE Access
Underwater cluster targets
buoy detection
buoy network
fireworks algorithm
target strength characteristics
author_facet Y. Ma
Z. Y. Mao
J. Qin
W. J. Ding
Y. J. Xiao
X. Y. Meng
R. Luo
author_sort Y. Ma
title A Quick Deployment Method for Sonar Buoy Detection Under the Overview Situation of Underwater Cluster Targets
title_short A Quick Deployment Method for Sonar Buoy Detection Under the Overview Situation of Underwater Cluster Targets
title_full A Quick Deployment Method for Sonar Buoy Detection Under the Overview Situation of Underwater Cluster Targets
title_fullStr A Quick Deployment Method for Sonar Buoy Detection Under the Overview Situation of Underwater Cluster Targets
title_full_unstemmed A Quick Deployment Method for Sonar Buoy Detection Under the Overview Situation of Underwater Cluster Targets
title_sort quick deployment method for sonar buoy detection under the overview situation of underwater cluster targets
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2020-01-01
description Aiming at the typical problems of deploying sonar buoys in appointed sea area, this paper summarizes two problems existing in previous studies and puts forward a quick deployment method for sonar buoys detection under the overview situation of underwater cluster targets. Firstly, considering the influence of an underwater target course on target strength, the overlapping coefficient ”buoy group” mode is introduced to deploy the array. And combining with the random distribution law of underwater targets in the exploration area, the mathematical optimization model for sonar buoys detection under the overview situation of underwater cluster targets is established. Then, the fitness function corresponding to the buoy deployment optimization model is defined, and the adaptive fireworks algorithm is used to solve the optimization problem for obtaining the sonar buoys deployment scheme. Finally, through the comparison and analysis of results for the seven group simulation experiments, the conclusions that are beneficial to improve the detection efficiency of the sonar buoy deployment are obtained. The proposed method can provide useful support for underwater cluster multi-target detection and the problem of counterattack underwater cluster multi-platform.
topic Underwater cluster targets
buoy detection
buoy network
fireworks algorithm
target strength characteristics
url https://ieeexplore.ieee.org/document/8938762/
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