Title :
Sampling -- reconstruction procedure of stochastic processes and instability of sampling times
Author_Institution :
Dept. of Telecommun., Nat. Polytech. Inst. of Mexico
Abstract :
The present paper is the revision of some author´s publications devoted to some problems of the sampling-reconstruction procedure (SRP) of stochastic processes. The analysis is carried out on the basis of one method-the conditional mean rule. Taking into account the pdf of sampled process and the limited number of samples we have a possibility to form some practical recommendations about the choice of the reconstruction functions and sampling intervals when the error reconstruction is given. There is another variant: if the sampling intervals and the jitter characteristics are given then one can calculate the quality of the reconstruction procedures.
Keywords :
probability; signal reconstruction; signal sampling; stochastic processes; timing jitter; PDF; conditional mean rule method; error reconstruction; jitter characteristics; probability density function; reconstruction procedure quality; sampling interval; sampling time instability; sampling-reconstruction procedure; stochastic processes; Covariance matrix; Gaussian processes; Genetic expression; Multidimensional systems; Piecewise linear techniques; Polynomials; Probability density function; Random processes; Sampling methods; Stochastic processes;
Conference_Titel :
Electronics and Photonics, 2006. MEP 2006. Multiconference on
Conference_Location :
Guanajuato
Print_ISBN :
1-4244-0627-7
Electronic_ISBN :
1-4244-0628-5
DOI :
10.1109/MEP.2006.335635
