function t = plots_TC03_lat_ukf(t, parOEM, Z, U, sy, sx, sxstd, method); % Time history plots of measured and estimated responses and parameter convergence % test_case = 3: Lateral-directional motion, nx=2, ny=2, nu=3, test aircraft ATTAS % states - p, r % outputs - p, r % inputs - aileron, rudder, beta % Parameters - Lp, Lr, Lda, Ldr, Lbeta, L0, Np, Nr, Nda, Ndr, Nbeta, N0 % Augmented states - p, r, Lp, Lr, Lda, Ldr, Lbeta, L0, Np, Nr, Nda, Ndr, Nbeta, N0 % Conversion factor radians to degrees r2d = 180/pi; XL = t(end) + 5; % Plot time histories of measured and estimated observation variables and control inputs figure(1) subplot(511),plot(t,Z(:,1)*r2d, t,sy(:,1)*r2d,'r');grid;ylabel('p (°/s)'); title('Time histories of output variables (measured and estimated); input variables') subplot(512),plot(t,Z(:,2)*r2d, t,sy(:,2)*r2d,'r');grid;ylabel('r (°/s)'); subplot(513),plot(t,U(:,1)*r2d);grid;ylabel('{\delta_a} (°)'); subplot(514),plot(t,U(:,2)*r2d);grid;ylabel('{\delta_r} (°)'); subplot(515),plot(t,U(:,3)*r2d);grid;ylabel('{\beta} (°)'); xlabel('Time in sec'); % Plot time histories of estimated parameters figure(2) subplot(611),plot(t,sx(:,3),'k', t,sx(:,3)+sxstd(:,3),'r',... t,sx(:,3)-sxstd(:,3),'r',... [0 XL],[parOEM(1,1) parOEM(1,1)]);grid;ylabel('L_p'); legend('x','x+\sigma','x-\sigma','OEM',1) title('UKF: Convergence of parameter estimates with error bounds') subplot(612),plot(t,sx(:,4),'k', t,sx(:,4)+sxstd(:,4),'r',... t,sx(:,4)-sxstd(:,4),'r',... [0 XL],[parOEM(1,2) parOEM(1,2)]);grid;ylabel('L_r'); subplot(613),plot(t,sx(:,5),'k', t,sx(:,5)+sxstd(:,5),'r',... t,sx(:,5)-sxstd(:,5),'r',... [0 XL],[parOEM(1,3) parOEM(1,3)]);grid;ylabel('L_{\deltaa}'); subplot(614),plot(t,sx(:,6),'k', t,sx(:,6)+sxstd(:,6),'r',... t,sx(:,6)-sxstd(:,6),'r',... [0 XL],[parOEM(1,4) parOEM(1,4)]);grid;ylabel('L_{\deltar}'); subplot(615),plot(t,sx(:,7),'k', t,sx(:,7)+sxstd(:,7),'r',... t,sx(:,7)-sxstd(:,7),'r',... [0 XL],[parOEM(1,5) parOEM(1,5)]);grid;ylabel('L_{\beta}'); subplot(616),plot(t,sx(:,8),'k', t,sx(:,8)+sxstd(:,8),'r',... t,sx(:,8)-sxstd(:,8),'r',... [0 XL],[parOEM(1,6) parOEM(1,6)]);grid;ylabel('L_0'); xlabel('Time in sec') % Plot time histories of estimated parameters figure(3) subplot(321),plot(t,sx(:,7),'m',[0 XL],[parOEM(1,5) parOEM(1,5)]); axis([0 XL,-6 2]);grid;legend('L_{\beta} UKF',' MLE',1); title('UKF: Convergence of parameter estimates') subplot(323),plot(t,sx(:,3),'m',[0 XL],[parOEM(1,1) parOEM(1,1)]); axis([0 XL,-4 2]);grid;legend('L_p UKF',' MLE',1); subplot(325),plot(t,sx(:,5),'m',[0 XL],[parOEM(1,3) parOEM(1,3)]); axis([0 XL,-10 2]);grid;legend('L_{\delta_a} UKF',' MLE',1); xlabel('Time in sec') subplot(322),plot(t,sx(:,13),'m',[0 XL],[parOEM(1,11) parOEM(1,11)]); axis([0 XL,1 6]);grid;legend('N_{\beta} UKF',' MLE',1); subplot(324),plot(t,sx(:,10),'m',[0 XL],[parOEM(1,8) parOEM(1,8)]); axis([0 XL,-2 3]);grid;legend('N_r UKF',' MLE',1); subplot(326),plot(t,sx(:,12),'m',[0 XL],[parOEM(1,10) parOEM(1,10)]); axis([0 XL,-4 2]);grid;legend('N_{\delta_r} UKF',' MLE',1); xlabel('Time in sec')