关于 UWSN 中节点定位技术的调查:潜在解决方案、最新进展和未来方向

IF 1.7 4区 计算机科学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC International Journal of Communication Systems Pub Date : 2024-07-23 DOI:10.1002/dac.5915
Mamta Nain, Nitin Goyal, Sanjay Kumar Dhurandher, Mayank Dave, Anil Kumar Verma, Amita Malik
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引用次数: 0

摘要

摘要基于定位的水下通信应用(如战略监视、灾害预防、海洋研究和水雷探测)为水下无线传感器网络(UWSN)领域带来了先机。节点定位是水下无线传感器网络实现精确数据采集、目标监控和网络管理的前提条件。然而,水下环境的独特特性,如信号衰减、多径传播和多变的声学特性,给有效的节点定位带来了巨大挑战。准确的传感器节点定位数据对成功收集水下数据至关重要,但由于 GPS 系统无法在水下环境中使用,因此很难实现。本文讨论了 ALS、SLUM、MASL、SLMP、UDB、USP 等现有节点定位技术,以及基于测距和无测距技术的融合、RSSI 和 AoA 的融合(除信号强度外还使用方向信息来提高定位精度)、使用 PSO、COA 和 WOA 算法等优化技术来提高应用节点定位算法(如 TP-TSFLA)的精度等最新进展和 UWSN 面临的相关挑战。此外,还评估了影响 UWSN 定位技术准确性的不同定位算法,并在定位误差、定位覆盖范围、能耗和平均通信成本指标方面与 NS2 进行了比较。此外,本文还对定位技术进行了最新研究。最后,介绍了可用于仿真的工具,并提出了在节点定位方面需要解决的开放式研究问题。
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A survey on node localization technologies in UWSNs: Potential solutions, recent advancements, and future directions
SummaryLocation‐based underwater communication applications such as strategic surveillance, disaster prevention, marine research, and mine detection have given the field of underwater wireless sensor networks (UWSN) a head start. Node localization is a prerequisite for accurate data collection, target monitoring, and network management in UWSNs. However, the unique characteristics of the underwater environment, such as signal attenuation, multipath propagation, and variable acoustic properties, pose a major challenge to effective node localization. Accurate sensor node location data is essential for successful underwater data collection, but difficult to achieve as the GPS system cannot be used in an underwater environment. In this paper, existing node localization techniques such as ALS, SLUM, MASL, SLMP, UDB, USP, etc., and recent advances such as the fusion of range‐based and range‐free techniques, the fusion of RSSI and AoA to improve localization accuracy by using directional information in addition to signal strength, and the use of optimization techniques such as PSO, COA, and WOA algorithms to improve the accuracy of the applied node localization algorithm, e.g., TP‐TSFLA, and challenges related to UWSN are discussed. Also, different localization algorithms that affect the accuracy of UWSN localization techniques have been evaluated and compared with NS2 in terms of localization error, localization coverage, energy consumption, and average communication cost metrics. In addition, this paper also provides an up‐to‐date investigation of localization techniques. Finally, the tools available for simulation are presented, followed by open research questions that need to be addressed in the localization of nodes.
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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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