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). --------------------------------------------------------------------------
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