English

High resolution quantization and entropy coding of jump processes

Probability 2009-05-25 v1

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 Rd\mathbb{R}^d-valued compound Poisson processes.

Keywords

Cite

@article{arxiv.0712.0964,
  title  = {High resolution quantization and entropy coding of jump processes},
  author = {Frank Aurzada and Steffen Dereich and Michael Scheutzow and Christian Vormoor},
  journal= {arXiv preprint arXiv:0712.0964},
  year   = {2009}
}

Comments

Preprint (submitted), 34 pages

R2 v1 2026-06-21T09:51:16.223Z