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Collision detection without full-decoding of corrupted packets: A novel design technique towards power-efficient and smart Wireless Sensor Networks

机译:无需完全解码损坏的数据包的冲突检测:一种针对节能高效的智能无线传感器网络的新颖设计技术

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Wireless Sensor Networks (WSNs) have been considered one of the very promising technologies for the implementation of smart grid. WSN-based smart grid communication protocols have been focused on extending the node's lifetime which is heavily depends on the energy consumption of the node. Since wireless sensors are typically deployed in an ad hoc fashion and operate off of a limited energy source, e.g., a battery, it is imperative to utilize the most power efficient techniques in wireless sensors to prolong battery life. In WSNs, a central node (a receiver) consumes large amount of power due to the necessity to decode every received packet regardless of the fact that the transmission may suffer from packets collision. Current collision detection mechanisms in WSNs have largely been revolving around direct demodulation and full decoding of received packets. The obvious drawback of full decoding of a received packet is the need to expend a significant amount of energy and processing complexity in order to fully-decode a packet, only to discover the packet is illegible due to a collision. In this paper, we propose a suite of novel, yet simple, smart and power-efficient technique to detect a collision at the receiver side of WSNs without the need for full-decoding of the received packet. Our novel technique aims at detecting collision through fast examination of the signal statistics of a short snippet of the received packet via a relatively small number of computations over a small number of received IQ samples. We also present a complexity and power-saving comparison between our novel technique and a conventional full-decoding technique to demonstrate the significant power and complexity saving advantage of our approach. In addition, we demonstrate how to tune various design parameters in order to allow a system designer multiple degrees of freedom for design trade-offs and optimization.
机译:无线传感器网络(WSN)被认为是实现智能电网的非常有前途的技术之一。基于WSN的智能电网通信协议一直专注于延长节点的寿命,这在很大程度上取决于节点的能耗。由于无线传感器通常以临时方式部署并在有限的能源(例如电池)中运行,因此必须在无线传感器中使用最省电的技术来延长电池寿命。在WSN中,中央节点(接收器)由于需要解码每个接收到的数据包而消耗大量功率,而与传输可能遭受数据包冲突的事实无关。 WSN中的当前冲突检测机制主要围绕直接解调和对接收到的数据包的完全解码。对接收到的数据包进行完全解码的明显缺点是,需要花费大量的精力和处理复杂性才能对数据包进行完全解码,而只是发现由于冲突而使数据包难以辨认。在本文中,我们提出了一套新颖而又简单,智能且省电的技术,可用于检测WSN接收方的冲突,而无需对接收的数据包进行完全解码。我们的新技术旨在通过对少量接收到的IQ样本进行相对较少的计算,通过快速检查接收到的数据包的简短摘要的信号统计信息来检测冲突。我们还介绍了我们的新颖技术与传统的全解码技术之间的复杂度和节电效果,以证明我们的方法具有显着的功耗和复杂度节省优势。此外,我们演示了如何调整各种设计参数,以使系统设计人员可以在设计折衷和优化方面获得多个自由度。

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