UCODENs: Underwater Collaborative Detection Networks

IF 6.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Open Journal of the Communications Society Pub Date : 2024-12-11 DOI:10.1109/OJCOMS.2024.3515923
Jiajie Xu;Mustafa A. Kishk;Xabier Irigoien;Mohamed-Slim Alouini
{"title":"UCODENs: Underwater Collaborative Detection Networks","authors":"Jiajie Xu;Mustafa A. Kishk;Xabier Irigoien;Mohamed-Slim Alouini","doi":"10.1109/OJCOMS.2024.3515923","DOIUrl":null,"url":null,"abstract":"While underwater wireless sensor networks (UWSNs) are a widely studied topic, their practical application still faces various challenges. One of the most important reasons is that existing works have not fully accounted for the particularities of the underwater environment from a high-level point of view, as well as the nature of underwater networks that are oriented toward specific detection tasks. In this paper, we propose an Underwater COllaborative DEtection Nework (UCODEN) to regard the underwater detection network as an integrated, informed, and intelligent system rather than a network with some subsystems. To achieve the custom design based on the network’s mission, basic functions like network layout, data collection, and target localization are suggested to be considered jointly. To describe the concept of UCODENs in terms of systematism, adaptability, and practicality, a fixed sensor network is applied and developed. Considering the asymmetry of ranges along with the vertical and horizontal directions, a semi-three-dimensional structure is proposed. Some crucial definitions, including the evaluation criteria, are also proposed. Considering the close connection between the aforementioned basic functions of the underwater network, an error forward propagation flow is proposed to disclose the error sources related to different basic functions. Besides that, a feedback information flow is proposed to activate the adaptability of UCODENs. UCODENs point to a particular network to satisfy a customized mission or some specific purpose in future application scenarios. Finally, a numerical example of UCODEN in the form of a fixed sensor network is proposed to present the advantages of UCODENs over normal UWSNs.","PeriodicalId":33803,"journal":{"name":"IEEE Open Journal of the Communications Society","volume":"6 ","pages":"77-89"},"PeriodicalIF":6.3000,"publicationDate":"2024-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10793067","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Open Journal of the Communications Society","FirstCategoryId":"1085","ListUrlMain":"https://ieeexplore.ieee.org/document/10793067/","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0

Abstract

While underwater wireless sensor networks (UWSNs) are a widely studied topic, their practical application still faces various challenges. One of the most important reasons is that existing works have not fully accounted for the particularities of the underwater environment from a high-level point of view, as well as the nature of underwater networks that are oriented toward specific detection tasks. In this paper, we propose an Underwater COllaborative DEtection Nework (UCODEN) to regard the underwater detection network as an integrated, informed, and intelligent system rather than a network with some subsystems. To achieve the custom design based on the network’s mission, basic functions like network layout, data collection, and target localization are suggested to be considered jointly. To describe the concept of UCODENs in terms of systematism, adaptability, and practicality, a fixed sensor network is applied and developed. Considering the asymmetry of ranges along with the vertical and horizontal directions, a semi-three-dimensional structure is proposed. Some crucial definitions, including the evaluation criteria, are also proposed. Considering the close connection between the aforementioned basic functions of the underwater network, an error forward propagation flow is proposed to disclose the error sources related to different basic functions. Besides that, a feedback information flow is proposed to activate the adaptability of UCODENs. UCODENs point to a particular network to satisfy a customized mission or some specific purpose in future application scenarios. Finally, a numerical example of UCODEN in the form of a fixed sensor network is proposed to present the advantages of UCODENs over normal UWSNs.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
水下协同探测网络
虽然水下无线传感器网络(UWSNs)是一个被广泛研究的课题,但其实际应用仍然面临着各种挑战。其中一个最重要的原因是,现有的工作没有从高层次的角度充分考虑水下环境的特殊性,以及面向特定探测任务的水下网络的性质。本文提出了一种水下协同探测网络(UCODEN),将水下探测网络视为一个集成的、知情的、智能的系统,而不是由一些子系统组成的网络。为实现基于网络使命的定制设计,建议综合考虑网络布局、数据采集、目标定位等基本功能。为了从系统性、适应性和实用性方面描述ucoden的概念,应用并发展了固定传感器网络。考虑到距离在垂直方向和水平方向上的不对称性,提出了一种半三维结构。还提出了一些关键的定义,包括评价标准。考虑到上述水下网络基本功能之间的密切联系,提出了一种误差前向传播流,以揭示与不同基本功能相关的误差源。此外,提出了一个反馈信息流来激活ucoden的适应性。ucoden指向一个特定的网络,以满足未来应用场景中的定制任务或某些特定目的。最后,给出了一个固定传感器网络形式的UCODEN的数值例子,以展示UCODEN相对于普通uwsn的优势。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
CiteScore
13.70
自引率
3.80%
发文量
94
审稿时长
10 weeks
期刊介绍: The IEEE Open Journal of the Communications Society (OJ-COMS) is an open access, all-electronic journal that publishes original high-quality manuscripts on advances in the state of the art of telecommunications systems and networks. The papers in IEEE OJ-COMS are included in Scopus. Submissions reporting new theoretical findings (including novel methods, concepts, and studies) and practical contributions (including experiments and development of prototypes) are welcome. Additionally, survey and tutorial articles are considered. The IEEE OJCOMS received its debut impact factor of 7.9 according to the Journal Citation Reports (JCR) 2023. The IEEE Open Journal of the Communications Society covers science, technology, applications and standards for information organization, collection and transfer using electronic, optical and wireless channels and networks. Some specific areas covered include: Systems and network architecture, control and management Protocols, software, and middleware Quality of service, reliability, and security Modulation, detection, coding, and signaling Switching and routing Mobile and portable communications Terminals and other end-user devices Networks for content distribution and distributed computing Communications-based distributed resources control.
期刊最新文献
Link Scheduling in Satellite Networks via Machine Learning Over Riemannian Manifolds Harnessing Meta-Reinforcement Learning for Enhanced Tracking in Geofencing Systems Deep Reinforcement Learning-Based Anti-Jamming Approach for Fast Frequency Hopping Systems 5G Networks Security Mitigation Model: An ANN-ISM Hybrid Approach Enhanced Lightweight Quantum Key Distribution Protocol for Improved Efficiency and Security
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1