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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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/ |
work_keys_str_mv |
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