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Derivation of Log-Likelihood Ratio for M-Ary Non-Orthogonal FSK Wireless System

机译:M-Ary非正交FSK无线系统对数似然比的推导

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摘要

In a soft decision Viterbi decoder, the log-likelihood ratio (LLR) metric is used to improve the performance of the error correction. On linear systems under additive white gaussian noise channel, this is straightforward as the error distribution at the input of the Viterbi decoder is also gaussian. In non-linear systems such as the M-ary non-coherent non-orthogonal frequency shift keying (FSK), this is generally not true. However, non-orthogonal non-coherent FSK LLR has not yet been proposed in literature. In this paper we derived the LLR for the M-ary non-orthogonal FSK mathematically and verified it using simulations.
机译:在软判决维特比解码器中,对数似然比(LLR)度量用于改善纠错性能。在加性高斯白噪声通道下的线性系统上,这很简单,因为维特比解码器输入端的误差分布也是高斯。在诸如M元非相干非正交频移键控(FSK)的非线性系统中,这通常是不正确的。但是,尚未在文献中提出非正交非相干FSK LLR。在本文中,我们通过数学推导了用于M元非正交FSK的LLR,并通过仿真对其进行了验证。

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