DSPRelated.com
   Glossary   Adaptive & Statistical

Adaptive & Statistical Terms

LMS, NLMS, RLS, adaptive equalization, adaptive line enhancer, Kalman filter, Wiener filter, Bayesian estimation, particle filter.

4 terms in this category.

A K L W
A
  • Adaptive Filter An adaptive filter is primarily a digital filter (analog implementations exist but are far less common) whose coefficients are automatically...
K
  • Kalman Filter A Kalman filter is a recursive Bayesian estimator that fuses a dynamic model of a system with noisy sensor measurements to produce an optima...
L
  • LMS Algorithm The Least Mean Squares (LMS) algorithm is an adaptive filter algorithm that iteratively updates filter coefficients to minimize the mean squ...
W
  • Wiener Filter A Wiener filter is a linear, statistically optimal filter that minimizes the mean square error (MSE) between its output and a desired signal...
« Back to the full glossary