List Of Digital Estimation Techniques

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List Of Digital Estimation Techniques

--- 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