List_of_digital_estimation_techniques List_of_digital_estimation_techniques

List of digital estimation techniques - Definition and Overview

Related Words: Apotheosis, Appraisal, Appreciation, Approval, Approximation, Arithmetic, Assessment, Assize, Assumption, Attitude, Calculation, Calculus, Casting
  • Linear models
    • Parameter Estimation
      • Deterministic parameters
        • Least-squares (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)
      • Mean-squared smoothing
  • Nonlinear models
    • Parameter estimation
      • Iterated least squares for deterministic parameters
    • State estimation
      • Extended Kalman filter
    • Combined state and parameter estimation

References

Mendel, J. "Lessons in Digital Estimation Theory", Prentice-Hall, 1987
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