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Kalman filter functions including the extended and unscented kalman filter written in R.

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R Kalman Filter

R kalman filter functions

Filters

  • KF - Kalman filter for linear gaussian distributed state space models
  • EKF - Extended Kalman filter for non-linear differentiable gaussian distributed state space models. (Use's linearisation)
  • UKF - Unscented Kalman filter for non-linear differentiable gaussian distributed state space models. (Use's sigma points)

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Kalman filter functions including the extended and unscented kalman filter written in R.

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