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Communication Dans Un Congrès Année : 2012

Kernel method for Bit Error Rate Estimation

Résumé

This paper addresses the problem of Soft Bit Error Rate (BER) estimation for communication systems. We introduce a new technique using kernel probability density function (pdf) estimation together with Maximum Likelihood-based smoothing parameter computation. Performance is evaluated in the case of Turbo Codes, Code Division Multiple Access (CDMA) systems, and Low Density Parity Check (LDPC) codes. Compared to Monte Carlo method, we show that the new technique provides good BER estimates even in the region of high SNR while it requires a few number of observations
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Dates et versions

hal-00739561 , version 1 (08-10-2012)

Identifiants

  • HAL Id : hal-00739561 , version 1

Citer

Samir Saoudi, Jia Dong. Kernel method for Bit Error Rate Estimation. ISIVC12: International Symposium on signal, Image, Video and Communications, Jul 2012, Valenciennes, France. ⟨hal-00739561⟩
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