Reconfigurable Intelligent Surfaces for Cost-Effective Localization and Secure Communication in Wireless Sensor Networks

IF 1.7 4区 计算机科学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Asmaa Amer, Fathi E. Abd El-Samie, Mona Shokair
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Abstract

Recently, reconfigurable intelligent surfaces (RIS) have gained significant traction owing to their remarkable flexibility and cost-effectiveness in manipulating the wireless environment. This research paper introduces a novel approach to localization in wireless sensor networks (WSNs) by leveraging RIS. RIS-assisted positioning offers a cost-effective and energy-efficient solution for wireless network positioning, resulting in reduced expenses and power consumption compared to global positioning system (GPS) and range-based methods. Specifically, our approach involves two key steps. First, we formulate a mathematical model for RIS-aided localization in WSNs, enabling us to accurately determine the locations of the sensor nodes. Second, we enhance cluster head (CH) selection in WSNs by incorporating location awareness. The main objective of our proposed routing protocol, efficient residual energy location-aware protocol (ERLAP), is to achieve a balance between intra-cluster and inter-cluster transmission. The simulation results clearly indicate that our suggested algorithm achieves zero localization estimation error in a noise-free environment. Furthermore, even in a noisy environment, the localization estimation error remains minimal. Additionally, the simulation results clearly illustrate the impact of the signal-to-noise ratio (SNR) on the accuracy of node position estimation. As the SNR increases, the algorithm exhibits an enhanced accuracy level in estimating the node positions, even amidst noise interference. Moreover, the proposed ERLAP outperforms other protocols, such as LEACH, RLEACH, and DARE-LEACH, in terms of network lifetime and energy efficiency.

Abstract Image

可重构智能表面在无线传感器网络中的成本效益定位和安全通信
最近,可重构智能表面(RIS)由于其在操纵无线环境方面的显著灵活性和成本效益而获得了显著的关注。本文介绍了一种利用RIS实现无线传感器网络定位的新方法。与全球定位系统(GPS)和基于距离的方法相比,ris辅助定位为无线网络定位提供了一种经济高效的解决方案,从而降低了费用和功耗。具体来说,我们的方法包括两个关键步骤。首先,我们建立了一个用于传感器网络中ris辅助定位的数学模型,使我们能够准确地确定传感器节点的位置。其次,我们通过加入位置感知来增强wsn的簇头选择。我们提出的路由协议——高效剩余能量位置感知协议(ERLAP)的主要目标是实现集群内和集群间传输的平衡。仿真结果表明,该算法在无噪声环境下实现了零定位估计误差。此外,即使在噪声环境下,定位估计误差也很小。此外,仿真结果清楚地说明了信噪比(SNR)对节点位置估计精度的影响。随着信噪比的增加,即使在噪声干扰下,该算法在估计节点位置方面也表现出更高的精度水平。此外,所提出的ERLAP在网络寿命和能源效率方面优于其他协议,如LEACH, RLEACH和DARE-LEACH。
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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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