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Publication Citation: Soft-Decision Metrics for Coded Orthogonal Signaling in Symmetric Alpha-Stable Noise

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Author(s): Michael R. Souryal; E G. Larsson; B M. Peric; B R. Vojcic;
Title: Soft-Decision Metrics for Coded Orthogonal Signaling in Symmetric Alpha-Stable Noise
Published: January 01, 2008
Abstract: This paper derives new soft decision metrics for coded orthogonal signaling in impulsive noise, more specifically symmetric alpha-stable noise. For the case of a known channel amplitude and known noise dispersion, exact metrics are derived both for Cauchy and Gaussian noise. For the case that the channel amplitude or the dispersion is unknown, approximate metrics are obtained in closed-form based on a generalized-likelihood ratio approach. The performance of the new metrics is compared numerically for a turbo-coded system, and the sensitivity to side information of the optimum receiver for Cauchy noise is considered. The gain that can be achieved by using a properly chosen decoding metric is quantified, and it is shown that this gain is significant. The application of the results to frequency hopping ad hoc networks is also discussed.
Citation: IEEE Transactions on Signal Processing
Volume: 56
Issue: 1
Pages: pp. 266 - 273
Keywords: generalized likelihood ratio;impulsive noise;non-coherent detection;soft-decision metrics;stable distribution
Research Areas: Wireless, Statistics
PDF version: PDF Document Click here to retrieve PDF version of paper (265KB)