Implementation and evaluation of error control schemes in Industrial Wireless Sensor Networks

Yonas Hagos Yitbarek, Kan Yu, J. Åkerberg, M. Gidlund, M. Bjorkman
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引用次数: 32

Abstract

Industrial Wireless Sensor Networks (IWSNs) have been increasingly adopted in process automation due to a number of advantages such as cost reduction and enhanced flexibility. Nevertheless, transmission over wireless channels in industrial environments is prone to interference, resulting in frequent erroneous packet deliveries. Existing IWSN standards based on the IEEE 802.15.4 specification only prescribe Automatic Repeat Request (ARQ) for packet retransmission, without providing any means for error recovery, which leads to unexpected transmission delay. Forward Error Correction (FEC) code as an alternative approach is able to effectively improve reliability and reduce the number of retransmissions. However, FEC computation requires extra memory and processing time. In this paper, we discuss the timing constraints of employing FEC codes for IWSNs according to the IWSN standards. Then we benchmark a number of different FEC codes in a typical wireless sensor node in terms of memory consumption and processing time. Our results show that LDPC and Turbo code, as the state of the art FEC codes, fail to fulfill the requirement from the IWSN standards while other FEC candidates, such as RS code, are proven to be suitable for the practical implementation in IWSNs.
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工业无线传感器网络中误差控制方案的实现与评估
工业无线传感器网络(IWSNs)由于具有降低成本和增强灵活性等优点,在过程自动化中得到越来越多的应用。然而,在工业环境中,无线信道的传输容易受到干扰,导致频繁的错误数据包传输。现有基于IEEE 802.15.4规范的IWSN标准只规定了分组重传的自动重复请求(ARQ),没有提供任何错误恢复的手段,这导致了意外的传输延迟。前向纠错(FEC)码作为一种替代方法,能够有效地提高可靠性并减少重传次数。然而,FEC计算需要额外的内存和处理时间。本文根据IWSN标准,讨论了IWSN采用FEC码的时序约束。然后,我们根据内存消耗和处理时间对典型无线传感器节点中的许多不同FEC代码进行基准测试。我们的研究结果表明,LDPC码和Turbo码作为最先进的FEC码,不能满足IWSN标准的要求,而其他FEC候选码,如RS码,被证明适合在IWSN中实际实现。
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