一种新的低复杂度、低延迟、高能效的无线传感器网络碰撞检测算法

Fawaz Alassery, Walid K. M. Ahmed, M. Sarraf, V. Lawrence
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引用次数: 2

摘要

无线传感器网络(wsn)中的冲突检测机制在很大程度上围绕着接收到的数据包的直接解调和解码,并基于某种形式的帧错误检测机制(如CRC检查)来决定是否发生冲突。对接收到的数据包进行完全检测的明显缺点是需要花费大量的能量和处理复杂性来完全解码数据包,结果却发现由于碰撞导致数据包难以辨认。在本文中,我们提出了一套新颖、简单且节能的算法来检测碰撞,而无需对接收到的数据包进行完全解码。我们的新算法旨在通过对少量接收到的IQ样本进行相对少量的计算,快速检查接收到的数据包一小段的信号统计信息,从而检测碰撞。因此,所提出的算法直接在接收器的模数转换器的输出处操作,并且消除了将信号通过整个模数转换器的需要。此外,我们还将我们的新算法与传统的全解码(用于选择编码方案)进行了复杂度和节能比较,以证明我们的算法具有显著的功耗和节能优势。
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A Novel Low-Complexity Low-Latency Power Efficient Collision Detection Algorithm for Wireless Sensor Networks
Collision detection mechanisms in Wireless Sensor Networks (WSNs) have largely been revolving around direct demodulation and decoding of received packets and deciding on a collision based on some form of a frame error detection mechanism, such as a CRC check. The obvious drawback of full detection 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 and power-efficient algorithms to detect a collision without the need for full-decoding of the received packet. Our novel algorithms aim 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. Hence, the proposed algorithms operate directly at the output of the receiver's analog-to-digital converter and eliminate the need to pass the signal through the entire. In addition, we present a complexity and power-saving comparison between our novel algorithms and conventional full-decoding (for select coding schemes) to demonstrate the significant power and complexity saving advantage of our algorithms.
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