List Of Digital Estimation Techniques
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List Of Digital Estimation Techniques
CATEGORIES ABOUT LIST OF DIGITAL ESTIMATION TECHNIQUES
estimation theory
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---
Parameter
Estimation
--
Deterministic
parameters
-
Least-square
s (batch and recursive processing)
-
Best Linear Unbiased Estimation
(BLUE)
-
Maximum Likelihood
--
Random
parameters
-
Mean-squared
-Maximum a posteriori
-BLUE
-
Weighted Least Squares
---State estimation
--Mean-squared prediction
--Mean-squared filtering (
Kalman Filter
or
Moving Horizon Estimation
)
--Mean-squared smoothing
Nonlinear Model
s
---Parameter estimation
--
Iteratively Re-weighted Least Squares
for deterministic parameters
---State estimation
--
Extended Kalman Filter
--
Moving Horizon Estimation
---Combined state and parameter estimation
--
Extended Kalman Filter
--
Maximum Likelihood
--
Moving Horizon Estimation
REFERENCES
Mendel, J. ''Lessons in Digital Estimation Theory'', Prentice-Hall, 1987 ISBN 0-1353-0809-7