Recursive Bayesian Estimation - Applications

Applications

  • Kalman filter, a recursive Bayesian filter for multivariate normal distributions
  • Particle filter, a sequential Monte Carlo (SMC) based technique, which models the PDF using a set of discrete points
  • Grid-based estimators, which subdivide the PDF into a discrete grid

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