A network coding protocol for wireless sensor fog computing

B. Marques, I. M. Coelho, A. Sena, M. D. Castro
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引用次数: 18

Abstract

A communication protocol for fog computing should be efficient, lightweight and customisable, enabling the computing results on the edges to be passed easily through the network. In this work, we focus on a communication protocol for fog nodes in a network composed of wireless sensors, which are autonomous and spatially distributed for monitoring physical or environmental conditions. Problems with data congestion and limited physical resources are common in these networks. For the optimisation of data flow, it is important to apply techniques that reduce the transmitted data. We propose a network coding technique and study its efficiency for data transmission protocols. The experiments were performed through a wireless sensors programming framework with TinyOS operating system, NesC language and TOSSIM simulator. Experimental results demonstrate a better performance when the network coding technique is applied to the data communication protocol, for different scenarios. Further results demonstrate the network coding efficiency for fog computing, with around 80% of the total messages exchanged compared to a traditional protocol.
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无线传感器雾计算的网络编码协议
用于雾计算的通信协议应该是高效、轻量级和可定制的,使边缘的计算结果能够轻松地通过网络传递。在这项工作中,我们专注于无线传感器组成的网络中雾节点的通信协议,这些无线传感器是自主和空间分布的,用于监测物理或环境条件。数据拥塞和物理资源有限的问题在这些网络中很常见。为了优化数据流,应用减少传输数据的技术是很重要的。提出了一种网络编码技术,并研究了其在数据传输协议中的效率。实验采用TinyOS操作系统、NesC语言和TOSSIM模拟器搭建无线传感器编程框架。实验结果表明,在不同场景下,将网络编码技术应用于数据通信协议具有较好的性能。进一步的结果证明了雾计算的网络编码效率,与传统协议相比,大约有80%的消息交换。
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