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On the link between the synchronization recovery and soft decoding of Variable Length Codes

机译:在可变长度代码的同步恢复和软解码之间的链路上

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Methodologies to analyze error recovery properties of Variable Length Codes (VLCs) have been introduced in [1] and [2]. In this paper, we extend these methods to analyze the error-resilience of VLCs when soft decoding with length constraint strategies are applied at the decoder side. The approach allows in particular computing the amount of information conveyed by the length constraint on a trellis, and hence the maximum amount of information that a soft VLC decoder, augmented with a length constraint, will be able to exploit. Then, this amount of information, as well as the probability that the VLC decoder does not re-synchronize in a strict sense, are shown not to be significantly altered by appropriate trellis states aggregation. This proves that the performances of a Viterbi decoder run on aggregated state models with a length constraint can be optimal with a significantly reduced complexity compared with the bit/symbol trellis.
机译:在[1]和[2]中,已经引入了分析可变长度代码(VLC)的错误恢复属性的方法。 在本文中,当在解码器侧应用了长度约束策略的软解码时,我们扩展了这些方法来分析VLC的纠错。 该方法尤其允许计算由格子上的长度约束传送的信息量,因此软VLC解码器以长度约束增强的最大信息量将能够利用。 然后,此类信息,以及VLC解码器在严格意义上不重新同步的概率,如适当的网格状态聚合显示不显着改变。 这证明了与长度约束的聚合状态模型上运行的维特比解码器的性能可以通过显着降低的复杂性与位/符号格栅相比显着降低。

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