A Communication Protocol for Fog Computing Based on Network Coding Applied to Wireless Sensors

B. Marques, I. M. Coelho, A. Sena, M. D. Castro
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引用次数: 11

Abstract

A communication protocol for fog computing should be efficient, lightweight and customizable. In this work we focus in a communication protocol for fog nodes composed of wireless sensors, which are spatially distributed autonomous sensors monitoring physical or environmental conditions. Problems with data congestion and limited physical resources are common in these networks. For the optimization of data flow, it is important to apply techniques that reduce the transmitted data. We use the network coding technique to demonstrate through experiments the degree of efficiency of data transmission optimization protocols. The experiments were performed through a wireless sensors programming framework composed of TinyOS operating system, NesC programming language and TOSSIM simulator. In addition, we use the Python programming language to simulate the wireless sensor network topology. The results obtained demonstrate a better performance (50% up to 60%) when the network coding technique is applied to the data communication protocol.
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基于网络编码的雾计算通信协议在无线传感器中的应用
用于雾计算的通信协议应该是高效、轻量级和可定制的。在这项工作中,我们专注于由无线传感器组成的雾节点的通信协议,无线传感器是空间分布的自主传感器,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,采用减少传输数据量的技术是很重要的。利用网络编码技术,通过实验验证了数据传输优化协议的效率程度。实验通过TinyOS操作系统、NesC编程语言和TOSSIM模拟器组成的无线传感器编程框架进行。此外,我们使用Python编程语言模拟了无线传感器网络的拓扑结构。实验结果表明,将网络编码技术应用到数据通信协议中,性能可以达到50% ~ 60%。
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