Stochastic formulation of bandlimited signal interpolation

Autor:	Hyeokho Choi, D.C. Munson
Rok vydání:	2000
Předmět:	Bandlimiting Mathematical optimization Inverse quadratic interpolation Stochastic process Signal reconstruction Estimation theory Signal Processing Bilinear interpolation Stochastic optimization Electrical and Electronic Engineering Algorithm Mathematics Interpolation
Zdroj:	IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing. 47:82-85
ISSN:	1057-7130
DOI:	10.1109/82.818900
Popis:	We formulate the problem of bandlimited signal interpolation within a stochastic framework. Existing literature on this subject is fragmented and requires deep knowledge of probability, functional analysis, and estimation theory. In addition, previous developments have not clarified the relationship between the theories for the stochastic and deterministic cases. We find that by formulating interpolation as a problem in linear estimation, several commonly used interpolation algorithms readily follow. This formulation of the signal interpolation problem is highly accessible to engineers and scientists having rudimentary knowledge of random processes.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::391d979a20d75518a934320d0a9aa5a4 https://doi.org/10.1109/82.818900 Zobrazit plný text záznamu