{"title":"Reconfigurable Intelligent Surfaces for Cost-Effective Localization and Secure Communication in Wireless Sensor Networks","authors":"Asmaa Amer, Fathi E. Abd El-Samie, Mona Shokair","doi":"10.1002/dac.6067","DOIUrl":null,"url":null,"abstract":"<div>\n \n <p>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.</p>\n </div>","PeriodicalId":13946,"journal":{"name":"International Journal of Communication Systems","volume":"38 7","pages":""},"PeriodicalIF":1.7000,"publicationDate":"2025-03-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Communication Systems","FirstCategoryId":"94","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/dac.6067","RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0
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.
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.