Build–Launch–Consolidate Framework and Toolkit for Impact Analysis on Wireless Sensor Networks

IF 3.3 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Journal of Sensor and Actuator Networks Pub Date : 2024-02-18 DOI:10.3390/jsan13010017
Rakan Alghofaili, Hussah Albinali, Farag Azzedin
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Abstract

The Internet of Things (IoT) and wireless sensor networks (WSNs) utilize their connectivity to enable solutions supporting a spectrum of industries in different and volatile environments. To effectively enhance the security and quality of the service of networks, empirical research should consider a variety of factors and be reproducible. This will not only ensure scalability but also enable the verification of conclusions, leading to more reliable solutions. Cooja offers limited performance analysis capabilities of simulations, which are often extracted and calculated manually. In this paper, we introduce the Build–Launch–Consolidate (BLC) framework and a toolkit that enable researchers to conduct structured and conclusive experiments considering different factors and metrics, experiment design, and results analysis. Furthermore, the toolkit analyzes diverse network metrics across various scenarios. As a proof of concept, this paper studies the flooding attacks on the IoT and illustrates their impact on the network, utilizing the BLC framework and toolkit.
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无线传感器网络影响分析的构建-启动-整合框架和工具包
物联网(IoT)和无线传感器网络(WSN)利用其连接性,在不同的多变环境中为各行各业提供解决方案。为有效提高网络的安全性和服务质量,实证研究应考虑各种因素并具有可重复性。这不仅能确保可扩展性,还能验证结论,从而制定出更可靠的解决方案。Cooja 提供的模拟性能分析功能有限,通常需要手动提取和计算。在本文中,我们介绍了构建-发射-巩固(BLC)框架和工具包,使研究人员能够在考虑不同因素和指标、实验设计和结果分析的基础上,进行结构化和结论性的实验。此外,该工具包还能分析各种场景下的各种网络指标。作为概念验证,本文利用 BLC 框架和工具包研究了对物联网的泛洪攻击,并说明了它们对网络的影响。
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来源期刊
Journal of Sensor and Actuator Networks
Journal of Sensor and Actuator Networks Physics and Astronomy-Instrumentation
CiteScore
7.90
自引率
2.90%
发文量
70
审稿时长
11 weeks
期刊介绍: Journal of Sensor and Actuator Networks (ISSN 2224-2708) is an international open access journal on the science and technology of sensor and actuator networks. It publishes regular research papers, reviews (including comprehensive reviews on complete sensor and actuator networks), and short communications. Our aim is to encourage scientists to publish their experimental and theoretical results in as much detail as possible. There is no restriction on the length of the papers. The full experimental details must be provided so that the results can be reproduced.
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