Empirical quantizer design in the presence of source noise or channel noise
نویسندگان
چکیده
منابع مشابه
Empirical quantizer design in the presence of source noise or channel noise
The problem of vector quantizer empirical design for noisy channels or for noisy sources is studied. It is shown that the average squared distortion of a vector quantizer designed optimally from observing clean independent and identically distributed (i.i.d.) training vectors converges in expectation, as the training set size grows, to the minimum possible mean-squared error obtainable for quan...
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The problem of vector quantizer empirical design for noisy channels or for noisy sources is studied. It is shown that the average squared distortion of a vector quantizer designed optimally from observing clean independent and identically distributed (i.i.d.) training vectors converges in expectation, as the training set size grows, to the minimum possible mean-squared error obtainable for quan...
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ژورنال
عنوان ژورنال: IEEE Transactions on Information Theory
سال: 1997
ISSN: 0018-9448
DOI: 10.1109/18.556117