一种新的无线网络分组错误率分析方法

R. Khalili, Kave Salamatian
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引用次数: 80

摘要

误码率(BER)和包错误率(PER)是无线网络重要的业务质量参数。大多数关于QoS的研究都致力于对误码率的分析,从而了解无线网络的平均行为。然而,平均行为不足以评估PER,需要对误差过程进行更精确的表征。物理层输出端的残差分布不均匀。这是由于物理层的纠错机制以及衰落信道中存在的存储器引起的相关性。如大多数已发表的无线网络论文所做的那样,没有考虑误差过程中的相关性,例如假设误差是均匀分布的,会导致对PER的严重高估。如本文所示,这种高估可以达到十倍。在之前的一篇论文中,我们提出了一个新的分析公式,用于预测无线网络中卷积码与维特比解码器在AWGN信道上联合使用的分组错误率。该方法基于对维特比解码器输出的误差过程的精确分析。该公式被证明可以精确地预测PER作为卷积码参数和AWGN信道上信噪比的函数。本文将AWGN信道的结果推广到块衰落假设下的衰落信道情况。提出了衰落信道中误码率推导的封闭近似公式,并证明了该近似公式对误码率的预测非常精确。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A new analytic approach to evaluation of packet error rate in wireless networks
Bit error rate (BER) and packet error rate (PER) are important quality of service parameters for wireless network. Most of researches in QoS have been devoted to the analysis of BER which gives insight to the mean behavior of the wireless network. However the mean behavior is not sufficient for PER evaluation and more precise characterization of the error process is needed. Residual errors at the output of physical layer are not uniformly distributed. This is due to error correcting mechanism used at physical layer as well as the correlation induced by the memory existing in fading channels. Not taking into account the correlation in the error process and assuming for example that errors are uniformly distributed, as done in most of the published paper in wireless networking, lead to gross overestimation of PER. This over-estimation can go to tenfold factors as will be shown in this paper. In a previous paper we presented a new analytic formula for predicting packet error rate in wireless networks where convolutional codes are used jointly with Viterbi decoder over an AWGN channel. The approach was based on a precise analysis of the error process at the output of the Viterbi decoder. This formula was shown to precisely predict the PER as a function of convolutional code parameter and SNR over the AWGN channel. In this paper we extend the result obtained for the AWGN channel to the case of fading channel under block fading hypothesis. A closed form formulas approximation for derivation of PER in fading channel is proposed and it is shown that it give very tight prediction for the PER.
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