Joint Fixed-Rate Universal Lossy Coding and Identification of Continuous-AlphabetMemoryless Sources
Joint Fixed-Rate Universal Lossy Coding and Identification of Continuous-AlphabetMemoryless Sources
<para xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> The problem of joint universal source coding and density estimation is considered in the setting of fixed-rate lossy coding of continuous-alphabet memoryless sources. For a wide class of bounded distortion measures, it is shown that any compactly parametrized family of <emphasis><formula formulatype="inline"> <tex>${\BBR}^d$</tex></formula></emphasis>-valued independent and identically distributed …