SDN architecture-based secure data transfer with cooperative searching scheme for AUV-based underwater wireless networks

IF 1.7 4区 计算机科学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Hari Krishna Vana, Ramadevi Kolisetty, Balaji Narayanam
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引用次数: 0

Abstract

Underwater wireless sensor networks (UWSNs) based on autonomous underwater vehicles (AUVs) have become the standard technology for underwater search tasks with the advent of new underwater information and communication technologies (ICTs). It is also vulnerable to threats and malicious attacks because of its inherent characteristics, open acoustic channel and hostile underwater environment. The purpose of this research is to develop a secure data transfer (SDF) system based on software-defined networking (SDN) architecture with cooperative searching scheme (CSS) (SDN-SDF-CSS) for AUV-based UWSN. This part employs data, local control and the primary control layer to provide a scalable SDN-based architecture for the AUV-based UWSN. To accomplish the underwater search operation, the data layer is primarily deployed to gather AUVs (G-AUVs) and store AUVs (S-AUVs). In order to schedule the AUV, the clustering process takes place based on priority ranking with respect to the average power of each cluster. Then, the CSS is developed, and it is performed in the data layer. The hierarchical localization framework (HLF) can be used to locate each AUV's location within the data layer, which is a necessary step in deploying the cooperative searching model. Finally, for an efficient data transfer, the communication model is deployed in the data layer. UWSNs are vulnerable to various malicious attacks (such as bad-mouthing attacks, on–off attacks, blackhole attacks and wormhole attacks) because of the high bit error rate and unstable optical/acoustic channels in the underwater environment. To overcome this, an SDF technique is used, which involves isolating the attacker node from the data layer. The suggested SDN-SDF-CSS model is implemented on the MATLAB platform, and its performance is evaluated using various evaluation metrics, both with and without attacks. As a result, the proposed SDN-SDF-CSS model has achieved better performance and proved its superiority in the UWSN environment.

Abstract Image

为基于 AUV 的水下无线网络提供基于 SDN 架构的安全数据传输与合作搜索方案
摘要 随着新型水下信息和通信技术(ICTs)的出现,基于自主潜水器(AUVs)的水下无线传感器网络(UWSNs)已成为水下搜索任务的标准技术。由于其固有的特点、开放的声道和恶劣的水下环境,它也很容易受到威胁和恶意攻击。本研究的目的是为基于 AUV 的 UWSN 开发一种基于软件定义网络(SDN)架构和协同搜索方案(CSS)(SDN-SDF-CSS)的安全数据传输(SDF)系统。该部分采用数据、本地控制和主控层,为基于 AUV 的 UWSN 提供可扩展的基于 SDN 的架构。为完成水下搜索操作,数据层主要部署用于收集 AUV(G-AUV)和存储 AUV(S-AUV)。为了对 AUV 进行调度,根据每个簇的平均功率进行优先级排序,然后进行聚类。然后,开发出 CSS,并在数据层中执行。分层定位框架(HLF)可用于定位数据层中每个 AUV 的位置,这是部署合作搜索模型的必要步骤。最后,为了实现高效的数据传输,在数据层中部署了通信模型。由于水下环境中的高误码率和不稳定的光/声信道,UWSN 很容易受到各种恶意攻击(如坏话攻击、开关攻击、黑洞攻击和虫洞攻击)。为克服这一问题,采用了一种 SDF 技术,该技术涉及将攻击者节点与数据层隔离。建议的 SDN-SDF-CSS 模型是在 MATLAB 平台上实现的,并使用各种评估指标对其性能进行了评估,包括有攻击和无攻击两种情况。结果表明,建议的 SDN-SDF-CSS 模型在 UWSN 环境中取得了更好的性能,并证明了其优越性。
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来源期刊
CiteScore
5.90
自引率
9.50%
发文量
323
审稿时长
7.9 months
期刊介绍: The International Journal of Communication Systems provides a forum for R&D, open to researchers from all types of institutions and organisations worldwide, aimed at the increasingly important area of communication technology. The Journal''s emphasis is particularly on the issues impacting behaviour at the system, service and management levels. Published twelve times a year, it provides coverage of advances that have a significant potential to impact the immense technical and commercial opportunities in the communications sector. The International Journal of Communication Systems strives to select a balance of contributions that promotes technical innovation allied to practical relevance across the range of system types and issues. The Journal addresses both public communication systems (Telecommunication, mobile, Internet, and Cable TV) and private systems (Intranets, enterprise networks, LANs, MANs, WANs). The following key areas and issues are regularly covered: -Transmission/Switching/Distribution technologies (ATM, SDH, TCP/IP, routers, DSL, cable modems, VoD, VoIP, WDM, etc.) -System control, network/service management -Network and Internet protocols and standards -Client-server, distributed and Web-based communication systems -Broadband and multimedia systems and applications, with a focus on increased service variety and interactivity -Trials of advanced systems and services; their implementation and evaluation -Novel concepts and improvements in technique; their theoretical basis and performance analysis using measurement/testing, modelling and simulation -Performance evaluation issues and methods.
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