智能电网恶劣环境下无线传感器网络MAC协议性能研究

Melike Yigit, Eyup Alper Yoney, V. C. Gungor
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引用次数: 26

摘要

随着嵌入式系统和无线通信技术的发展,无线传感器网络(WSNs)为实现智能电网的高效、低成本控制系统而受到广泛关注。无线传感器网络在智能电网中的现有应用包括高级计量基础设施(AMI)、设备故障诊断、停电检测、导线温度和动态热额定、电力欺诈检测、塔和电线杆监测。然而,最近的现场测试表明,由于智能电网环境中的射频干扰、衰落效应、设备噪声和障碍物,智能电网环境中的低功耗无线链路具有可变的链路质量和高分组错误率。因此,基于WSN的智能电网应用的实现直接关系到恶劣智能电网环境下WSN通信协议的性能。本文对最先进的WSN介质访问控制(MAC)协议(如IEEE 802.15.4、IEEE 802.11、CSMA、TDMA和Z-MAC)的性能进行了评估,以便更好地了解所评估的MAC协议在恶劣智能电网频谱环境下的优缺点。总体而言,本文的主要目标是量化智能电网传播环境特征对所评估的MAC协议在网络吞吐量、数据包接收率和能耗方面的性能的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Performance of MAC protocols for wireless sensor networks in harsh smart Grid environment
With the recent advances in embedded systems and wireless communication technologies, wireless sensor networks (WSNs) have gained great attention to realize efficient and low cost control systems for smart grid. The existing applications of WSNs on smart grid include advanced metering infrastructure (AMI), equipment fault diagnostics, outage detection, conductor temperature and dynamic thermal rating, power fraud detection, towers and poles monitoring. However, recent field tests show that low-power wireless links in smart grid environments have variable link qualities and high packet error rates because of RF interference, fading effects, equipment noise, and obstructions in smart grid environments. Hence, the realization of WSN-based smart grid applications is directly related to the performance of WSN communication protocols in harsh smart grid environments. In this paper, the performance of the state-of-the-art WSN medium access control (MAC) protocols, such as IEEE 802.15.4, IEEE 802.11, CSMA, TDMA, and Z-MAC, has been evaluated to better understand the advantages and disadvantages of evaluated MAC protocols in harsh smart grid spectrum environments. Overall, the main goal of this paper is to quantify the impact of the smart grid propagation environment characteristics on the performance of evaluated MAC protocols in terms of network throughput, packet reception rate, and energy consumption.
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