function [K,Pout] = joseph(z,R,H,P) % % P. D. Joseph's "stabilized" Kalman filter measurement % update. % n = length(H); zp = sqrt(1/R); Hp = zp*H; K = (Hp*P*Hp' + 1) \ P*Hp'; W = eye(n)-K*Hp; Pout= W*P*W' + K*K';