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The coding complexity of diffusion processes under supremum norm distortion
Authors:Steffen Dereich  
Affiliation:

aInstitut für Mathematik, MA 7-5, Fakultät II, Technische Universität Berlin, Straße des 17. Juni 136, 10623 Berlin, Germany

Abstract:We investigate the high resolution quantization and entropy coding problem for solutions of stochastic differential equations under supremum norm distortion. Tight asymptotic formulas are found under mild regularity assumptions. The main technical tool is a decoupling method which allows us to relate the complexity of the diffusion process to that of the Wiener process. The technique is also applicable when considering the Lp[0,1]Lp[0,1]-norm distortion.
Keywords:High resolution quantization   Complexity   Stochastic processes   Stochastic differential equations
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