物联网节能协议研究展望:绿色物联网的新兴发展

Umakant L Tupe, S. Babar, Sonali P. Kadam, P. Mahalle
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引用次数: 3

摘要

物联网(IoT)是一个新兴的概念,旨在将多个设备相互连接起来。本研究的目的是提供绿色物联网的重要分析。物联网设备从其环境中感知、收集和发送重要数据。数十亿台设备之间的巨大数据交换需要巨大的能量。绿色物联网将最小化物联网设备的能耗和保持环境安全的概念可视化。本文试图分析与绿色物联网中与机器对机器(M2M)通信相关的节能协议相关的各种技术。在这里,它回顾了73篇研究论文,并提出了一个重要的分析。首先,分析侧重于与绿色能源约束相关的不同贡献,特别是能源效率,以及不同的分层路由协议。此外,还观察和回顾了不同优化算法在不同最新工作中的贡献。随后,还检查了在总贡献中计算的性能度量以及能量约束,以验证总贡献的有效性。由于物联网中节能协议的贡献较少,研究缺口将集中在智能节能协议的开发上,以构建绿色物联网。结果主要分析了绿色能源约束和不同鲁棒协议,并给出了一些强大的优化算法。本文还对以往研究工作中为提高性能所考虑的参数进行了分析,为今后的工作提供思路。最后,本文简要描述了研究差距和挑战,以供未来考虑,这有助于开发与M2M通信相关的节能绿色物联网。原创性/价值据作者所知,这是第一部回顾了65篇研究论文并阐述了绿色物联网的重要分析的作品。
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Research perspective on energy-efficient protocols in IoT: emerging development of green IoT
Purpose Internet of Things (IoT) is an up-and-coming conception that intends to link multiple devices with each other. The aim of this study is to provide a significant analysis of Green IoT. The IoT devices sense, gather and send out significant data from their ambiance. This exchange of huge data among billions of devices demands enormous energy. Green IoT visualizes the concept of minimizing the energy consumption of IoT devices and keeping the environment safe. Design/methodology/approach This paper attempts to analyze diverse techniques associated with energy-efficient protocols in green IoT pertaining to machine-to-machine (M2M) communication. Here, it reviews 73 research papers and states a significant analysis. Initially, the analysis focuses on different contributions related to green energy constraints, especially energy efficiency, and different hierarchical routing protocols. Moreover, the contributions of different optimization algorithms in different state-of-the-art works are also observed and reviewed. Later the performance measures computed in entire contributions along with the energy constraints are also checked to validate the effectiveness of entire contributions. As the number of contributions to energy-efficient protocols in IoT is low, the research gap will focus on the development of intelligent energy-efficient protocols to build up green IoT. Findings The analysis was mainly focused on the green energy constraints and the different robust protocols and also gives information on a few powerful optimization algorithms. The parameters considered by the previous research works for improving the performance were also analyzed in this paper to get an idea for future works. Finally, the paper gives some brief description of the research gaps and challenges for future consideration that helps during the development of an energy-efficient green IoT pertaining to M2M communication. Originality/value To the best of the authors’ knowledge, this is the first work that reviews 65 research papers and states the significant analysis of green IoT.
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