کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
564735 1451751 2014 10 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Double Markov Process blind estimation: Application to communication in a long memory channel
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر پردازش سیگنال
پیش نمایش صفحه اول مقاله
Double Markov Process blind estimation: Application to communication in a long memory channel
چکیده انگلیسی

Also called a Markov switching process, a Double Markov Process (DMP) is an extension of the Hidden Markov Chain (HMC) where the observed process conditionally to the hidden one is modelled by a Markov process. This paper focuses on the estimation of a DMP model, the goal being twofold. First we provide the Cramer–Rao bound of the covariance matrix of any unbiased estimator in order to assess the accuracy limitations. Then we develop a DMP blind estimator for communication through a long memory channel. The results show the benefit of such a modelling in terms of both performance and complexity.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Digital Signal Processing - Volume 29, June 2014, Pages 117–126
نویسندگان
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