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Optimized Energy Management Model on Data Distributing Framework of Wireless Sensor Network in IoT System
Wireless Personal Communications ( IF 1.9 ) Pub Date : 2021-06-05 , DOI: 10.1007/s11277-021-08583-0
Venu Madhav Kuthadi , Rajalakshmi Selvaraj , S. Baskar , P. Mohamed Shakeel , Abhishek Ranjan

Data Dissemination is an essential transmitting method for a sensor network to the end-users across any set of interconnected frameworks. WSN is often used within an IoT system, in other words. As in a mesh network, a wide collection of sensors can collect data individually and send data to the web via an IoT system through a router. The conventional defined solution for data dissemination in Wireless Sensor Networks (WSN) does not include the wide range of new applications built on the Internet of Things (IoT)systems. Hence, it is observed that searching for an appropriate transmission link while distributing data with optimized utilization of energy is a significant challenge in the IoT communication infrastructure. Therefore, in this paper, an Optimized Energy Management Model for Data Dissemination (OEM-DD) framework has been proposed to optimize energy during data transmission efficiently across all sensor network nodes in the IoT system. The efficiency of the data dissemination across an interconnected network has been achieved by introducing a Non-adaptive routing approach in which data is distributed effectively from a single source to various points. Besides, Non-adaptive routing involves the dispersed collaboration system and the priority task planning principle combined with an integer framework for the efficient energy processing and grouping of data in the sensor’s network. Optimization of the energy management model through Non-adaptive routing allows low power consumption and minimal energy usage for each sensor node in the IoT system to improve the transfer and handling of data in severe interruption. The experimental results show that the suggested model enhances the data transmission rate of 96.33% with less energy consumption of 20.11% in WSN, which is the subset of IoT systems.



中文翻译:

物联网系统中无线传感器网络数据分发框架的优化能源管理模型

数据传播是传感器网络通过任何一组互连框架向最终用户传输的基本方法。换句话说,WSN 通常用于物联网系统中。与网状网络一样,大量传感器可以单独收集数据,并通过路由器通过物联网系统将数据发送到网络。无线传感器网络 (WSN) 中数据传播的传统定义解决方案不包括建立在物联网 (IoT) 系统上的广泛的新应用程序。因此,可以观察到,在以优化的能源利用分配数据的同时寻找合适的传输链路是物联网通信基础设施中的一项重大挑战。因此,在本文中,已经提出了用于数据传播的优化能源管理模型 (OEM-DD) 框架,以在物联网系统中的所有传感器网络节点之间有效地优化数据传输过程中的能源。通过引入一种非自适应路由方法,将数据从单一来源有效地分发到各个点,从而提高了跨互连网络的数据传播效率。此外,非自适应路由涉及分散协作系统和优先任务规划原则,结合整数框架用于传感器网络中的高效能量处理和数据分组。通过非自适应路由优化能源管理模型,可实现物联网系统中每个传感器节点的低功耗和最小能源使用,以改善严重中断时数据的传输和处理。实验结果表明,所提出的模型在物联网系统的子集 WSN 中,数据传输率提高了 96.33%,能耗降低了 20.11%。

更新日期:2021-06-05
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