基于 RSSI 的静态和移动节点组合优化,实现无线传感器网络中的动态节点定位

IF 1.7 4区 计算机科学 Q3 TELECOMMUNICATIONS
Kottu Santosh Kumar, Saroja Kumar Rout, Sujit Kumar Panda, Pradyumna Kumar Mohapatra, Sachi Nandan Mohanty, M. Ijaz Khan
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引用次数: 0

摘要

传感器节点位于特定地点这一事实在无线传感器网络中最为明显。无线传感器网络的设计通过多种解决方案来解决节点定位问题。环境监测、医疗保健和工业自动化只是无线传感器网络(WSN)广泛应用的部分领域。这类 WSN 应用从根本上依赖于传感器节点的精确定位。本文旨在提出一种增强型接收信号强度指示器(RSSI)技术,利用锚节点确定未定位节点。在整个定位过程中,通过评估通信距离与 RSSI 之间的动态相关性,可以确定符合应用需求的最佳通信范围。本研究提出的基于 RSSI 的先进节点定位方法包括两个不同的阶段:距离确定阶段和计算阶段。在这项工作中,我们利用 Castalia 仿真对结果进行了评估。通过将移动锚节点与基于 RSSI 的动态节点定位相结合,大大提高了无线传感器网络节点定位的精度。仿真结果和后续分析证明,建议的方法在定位过程中具有出色的精确性和低能耗。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

RSSI-based optimization of static and mobile node combinations for dynamic node localization in wireless sensor networks

RSSI-based optimization of static and mobile node combinations for dynamic node localization in wireless sensor networks

The fact that sensor nodes are situated in specific places is most obvious in wireless sensor networks. A wireless sensor network has been designed to address node localization through several solutions. Environmental monitoring, healthcare, and industrial automation are just some of the fields where wireless sensor networks (WSNs) find extensive application. This sort of WSN application is fundamentally dependent on the accurate localization of sensor nodes. The purpose of this paper is to propose an enhanced received signal strength indicator (RSSI) technique for determining unlocalized nodes using anchor nodes. An optimal communication range, aligning with the application needs, can be determined by assessing the dynamic correlation between communication distance and the RSSI throughout the localization procedure. The advanced RSSI-based node localization method proposed in this study involves two distinct stages: the distance determination phase and the computation phase. In this work, we assess the outcome using the Castalia simulation. The precision of wireless sensor network node location is greatly improved by integrating mobile anchor nodes with RSSI-based dynamic node localization. The results of the simulations and the subsequent analysis attest to the excellent accuracy and low energy consumption of the suggested method during the localization procedure.

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来源期刊
Telecommunication Systems
Telecommunication Systems 工程技术-电信学
CiteScore
5.40
自引率
8.00%
发文量
105
审稿时长
6.0 months
期刊介绍: Telecommunication Systems is a journal covering all aspects of modeling, analysis, design and management of telecommunication systems. The journal publishes high quality articles dealing with the use of analytic and quantitative tools for the modeling, analysis, design and management of telecommunication systems covering: Performance Evaluation of Wide Area and Local Networks; Network Interconnection; Wire, wireless, Adhoc, mobile networks; Impact of New Services (economic and organizational impact); Fiberoptics and photonic switching; DSL, ADSL, cable TV and their impact; Design and Analysis Issues in Metropolitan Area Networks; Networking Protocols; Dynamics and Capacity Expansion of Telecommunication Systems; Multimedia Based Systems, Their Design Configuration and Impact; Configuration of Distributed Systems; Pricing for Networking and Telecommunication Services; Performance Analysis of Local Area Networks; Distributed Group Decision Support Systems; Configuring Telecommunication Systems with Reliability and Availability; Cost Benefit Analysis and Economic Impact of Telecommunication Systems; Standardization and Regulatory Issues; Security, Privacy and Encryption in Telecommunication Systems; Cellular, Mobile and Satellite Based Systems.
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