SigmaPointsChol:

Path: Common/Estimation

% UKF sigma points using chol.

 See UKFWeight for definitions of alpha and kappa

--------------------------------------------------------------------------
   Form:
   d = SigmaPointsChol( d, p )
--------------------------------------------------------------------------

   ------
   Inputs
   ------
   d             (.)   Data structure
                         .cSqrt	(1,1) sqrt(alpha^2*(length(x) + kappa))
                         .dX     (1,1) Number of states
                         .x      (:,1) Current state

   p             (n,n) Covariance matrix

   -------
   Outputs
   -------
   d             (.)   Data structure
                         .xA    (:,:) Sigma points

--------------------------------------------------------------------------
   Reference: Simo Sarkka, "Bayesian Estimation of Time-Varying Systems:
              Discrete-Time Systems, Version 1.3 (March 2, 2012).
--------------------------------------------------------------------------

Back to the Common Module page