Cargando…
Cooperative Search and Rescue with Artificial Fishes Based on Fish-Swarm Algorithm for Underwater Wireless Sensor Networks
This paper presents a searching control approach for cooperating mobile sensor networks. We use a density function to represent the frequency of distress signals issued by victims. The mobile nodes' moving in mission space is similar to the behaviors of fish-swarm in water. So, we take the mobi...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2014
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3972844/ https://www.ncbi.nlm.nih.gov/pubmed/24741341 http://dx.doi.org/10.1155/2014/145306 |
_version_ | 1782309626123911168 |
---|---|
author | Zhao, Wei Tang, Zhenmin Yang, Yuwang Wang, Lei Lan, Shaohua |
author_facet | Zhao, Wei Tang, Zhenmin Yang, Yuwang Wang, Lei Lan, Shaohua |
author_sort | Zhao, Wei |
collection | PubMed |
description | This paper presents a searching control approach for cooperating mobile sensor networks. We use a density function to represent the frequency of distress signals issued by victims. The mobile nodes' moving in mission space is similar to the behaviors of fish-swarm in water. So, we take the mobile node as artificial fish node and define its operations by a probabilistic model over a limited range. A fish-swarm based algorithm is designed requiring local information at each fish node and maximizing the joint detection probabilities of distress signals. Optimization of formation is also considered for the searching control approach and is optimized by fish-swarm algorithm. Simulation results include two schemes: preset route and random walks, and it is showed that the control scheme has adaptive and effective properties. |
format | Online Article Text |
id | pubmed-3972844 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
spelling | pubmed-39728442014-04-16 Cooperative Search and Rescue with Artificial Fishes Based on Fish-Swarm Algorithm for Underwater Wireless Sensor Networks Zhao, Wei Tang, Zhenmin Yang, Yuwang Wang, Lei Lan, Shaohua ScientificWorldJournal Research Article This paper presents a searching control approach for cooperating mobile sensor networks. We use a density function to represent the frequency of distress signals issued by victims. The mobile nodes' moving in mission space is similar to the behaviors of fish-swarm in water. So, we take the mobile node as artificial fish node and define its operations by a probabilistic model over a limited range. A fish-swarm based algorithm is designed requiring local information at each fish node and maximizing the joint detection probabilities of distress signals. Optimization of formation is also considered for the searching control approach and is optimized by fish-swarm algorithm. Simulation results include two schemes: preset route and random walks, and it is showed that the control scheme has adaptive and effective properties. Hindawi Publishing Corporation 2014-03-05 /pmc/articles/PMC3972844/ /pubmed/24741341 http://dx.doi.org/10.1155/2014/145306 Text en Copyright © 2014 Wei Zhao et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Zhao, Wei Tang, Zhenmin Yang, Yuwang Wang, Lei Lan, Shaohua Cooperative Search and Rescue with Artificial Fishes Based on Fish-Swarm Algorithm for Underwater Wireless Sensor Networks |
title | Cooperative Search and Rescue with Artificial Fishes Based on Fish-Swarm Algorithm for Underwater Wireless Sensor Networks |
title_full | Cooperative Search and Rescue with Artificial Fishes Based on Fish-Swarm Algorithm for Underwater Wireless Sensor Networks |
title_fullStr | Cooperative Search and Rescue with Artificial Fishes Based on Fish-Swarm Algorithm for Underwater Wireless Sensor Networks |
title_full_unstemmed | Cooperative Search and Rescue with Artificial Fishes Based on Fish-Swarm Algorithm for Underwater Wireless Sensor Networks |
title_short | Cooperative Search and Rescue with Artificial Fishes Based on Fish-Swarm Algorithm for Underwater Wireless Sensor Networks |
title_sort | cooperative search and rescue with artificial fishes based on fish-swarm algorithm for underwater wireless sensor networks |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3972844/ https://www.ncbi.nlm.nih.gov/pubmed/24741341 http://dx.doi.org/10.1155/2014/145306 |
work_keys_str_mv | AT zhaowei cooperativesearchandrescuewithartificialfishesbasedonfishswarmalgorithmforunderwaterwirelesssensornetworks AT tangzhenmin cooperativesearchandrescuewithartificialfishesbasedonfishswarmalgorithmforunderwaterwirelesssensornetworks AT yangyuwang cooperativesearchandrescuewithartificialfishesbasedonfishswarmalgorithmforunderwaterwirelesssensornetworks AT wanglei cooperativesearchandrescuewithartificialfishesbasedonfishswarmalgorithmforunderwaterwirelesssensornetworks AT lanshaohua cooperativesearchandrescuewithartificialfishesbasedonfishswarmalgorithmforunderwaterwirelesssensornetworks |