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High resolution quantization and entropy coding of jump processes
Authors:Frank Aurzada  Steffen Dereich  Michael Scheutzow  Christian Vormoor
Institution:Technische Universität Berlin, Institut für Mathematik, Sekr. MA 7-5, Straße des 17. Juni 136, 10623 Berlin, Germany
Abstract:We study the quantization problem for certain types of jump processes. The probabilities for the number of jumps are assumed to be bounded by Poisson weights. Otherwise, jump positions and increments can be rather generally distributed and correlated. We show in particular that in many cases entropy coding error and quantization error have distinct rates. Finally, we investigate the quantization problem for the special case of RdRd-valued compound Poisson processes.
Keywords:High resolution quantization  Entropy coding  Complexity  Jump process  Compound Poisson process    vy process  Metric entropy
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