Flexible localization protocol for underwater wireless sensor networks using hybrid reward evaluation scheme

IF 3.3 4区 计算机科学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Peer-To-Peer Networking and Applications Pub Date : 2024-07-12 DOI:10.1007/s12083-024-01758-z
Rupinder Kaur, Sonia Goyal
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Abstract

Underwater Wireless Sensor Networks (UWSNs) must recognize sensor nodes and estimate their locations. A reliable underwater data forwarding relay is difficult to find in the acoustic communication environment. Underwater sensor node localization research has yet to accomplish accuracy, propagation error, restricted coverage, and QoS. A novel solution for static and dynamic UWSNs called the Reward-based distance vector Hop Localization (RDVHL) protocol is proposed. The reward for each underwater sensor node is computed periodically using the different reward measures in RDVHL. RDVHL first divides the deployed UWSNs dynamically into several clusters. Then Anchor Nodes (AN) are localized for each cluster using the reward measures periodically. After localizing the AN, they broadcast the localization information to the ordinary sensor nodes. The ordinary nodes are localized during the route formation for reliable data transmission using periodically computed reward scores. The correct localization of the sensor nodes enables the fast transmission of the underwater data from the source to the intended sink nodes. The proposed reward-based approach achieves accurate sensor node localization and reduces void communication and collisions in the acoustic communication channels. The RDVHL protocol outperforms the state-of-the-art in average throughput, average latency, average accuracy, and average energy consumption. RDVHL throughput increases by 12.54%. The average energy consumption drops 12.82%, localization inaccuracy drops 29.44%, and communication latency drops 3.72%.

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使用混合奖励评估方案的水下无线传感器网络灵活定位协议
水下无线传感器网络(UWSN)必须识别传感器节点并估计其位置。在声学通信环境中,很难找到可靠的水下数据转发中继器。水下传感器节点定位研究尚未实现准确性、传播误差、有限覆盖和服务质量。针对静态和动态 UWSNs 提出了一种新的解决方案,称为基于奖励的距离矢量跳转定位(RDVHL)协议。RDVHL 中使用不同的奖励措施定期计算每个水下传感器节点的奖励。RDVHL 首先将已部署的 UWSN 动态划分为几个簇。然后使用奖励措施定期为每个簇定位锚节点(AN)。定位锚节点后,它们将定位信息广播给普通传感器节点。普通节点在路由形成过程中利用定期计算的奖励分数进行定位,以实现可靠的数据传输。传感器节点的正确定位使水下数据能从源节点快速传输到预定的汇节点。所提出的基于奖励的方法实现了传感器节点的精确定位,并减少了声学通信信道中的无效通信和碰撞。RDVHL 协议在平均吞吐量、平均延迟、平均精确度和平均能耗方面都优于最先进的协议。RDVHL 吞吐量提高了 12.54%。平均能耗降低了 12.82%,定位不精确度降低了 29.44%,通信延迟降低了 3.72%。
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来源期刊
Peer-To-Peer Networking and Applications
Peer-To-Peer Networking and Applications COMPUTER SCIENCE, INFORMATION SYSTEMS-TELECOMMUNICATIONS
CiteScore
8.00
自引率
7.10%
发文量
145
审稿时长
12 months
期刊介绍: The aim of the Peer-to-Peer Networking and Applications journal is to disseminate state-of-the-art research and development results in this rapidly growing research area, to facilitate the deployment of P2P networking and applications, and to bring together the academic and industry communities, with the goal of fostering interaction to promote further research interests and activities, thus enabling new P2P applications and services. The journal not only addresses research topics related to networking and communications theory, but also considers the standardization, economic, and engineering aspects of P2P technologies, and their impacts on software engineering, computer engineering, networked communication, and security. The journal serves as a forum for tackling the technical problems arising from both file sharing and media streaming applications. It also includes state-of-the-art technologies in the P2P security domain. Peer-to-Peer Networking and Applications publishes regular papers, tutorials and review papers, case studies, and correspondence from the research, development, and standardization communities. Papers addressing system, application, and service issues are encouraged.
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