Title of article :
The coding complexity of diffusion processes under supremum norm distortion
Author/Authors :
S. Dereich، نويسنده , , Steffen، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2008
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 L p [ 0 , 1 ] -norm distortion.
Keywords :
High resolution quantization , Complexity , stochastic differential equations , Stochastic processes
Journal title :
Stochastic Processes and their Applications
Journal title :
Stochastic Processes and their Applications