A New Estimation Algorithm from Measurements with Multiple-Step Random Delays and Packet Dropouts
Joint Authors
Caballero-Águila, R.
Linares-Perez, Josefa
Hermoso-Carazo, A.
Source
Mathematical Problems in Engineering
Issue
Vol. 2010, Issue 2010 (31 Dec. 2010), pp.1-18, 18 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2010-05-03
Country of Publication
Egypt
No. of Pages
18
Main Subjects
Abstract EN
The least-squares linear estimation problem using covariance information is addressed in discrete-time linear stochastic systems with bounded random observation delays which can lead to bounded packet dropouts.
A recursive algorithm, including the computation of predictor, filter, and fixed-point smoother, is obtained by an innovation approach.
The random delays are modeled by introducing some Bernoulli random variables with known distributions in the system description.
The derivation of the proposed estimation algorithm does not require full knowledge of the state-space model generating the signal to be estimated, but only the delay probabilities and the covariance functions of the processes involved in the observation equation.
American Psychological Association (APA)
Caballero-Águila, R.& Hermoso-Carazo, A.& Linares-Perez, Josefa. 2010. A New Estimation Algorithm from Measurements with Multiple-Step Random Delays and Packet Dropouts. Mathematical Problems in Engineering،Vol. 2010, no. 2010, pp.1-18.
https://search.emarefa.net/detail/BIM-458040
Modern Language Association (MLA)
Caballero-Águila, R.…[et al.]. A New Estimation Algorithm from Measurements with Multiple-Step Random Delays and Packet Dropouts. Mathematical Problems in Engineering No. 2010 (2010), pp.1-18.
https://search.emarefa.net/detail/BIM-458040
American Medical Association (AMA)
Caballero-Águila, R.& Hermoso-Carazo, A.& Linares-Perez, Josefa. A New Estimation Algorithm from Measurements with Multiple-Step Random Delays and Packet Dropouts. Mathematical Problems in Engineering. 2010. Vol. 2010, no. 2010, pp.1-18.
https://search.emarefa.net/detail/BIM-458040
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-458040