clc clear all close all %TESTS = ["sin_faster", "sin", "circle", "straightline", "reverse_straightline"] TESTS = ["cardioid"] s_ = size(TESTS); for i = 1:s_(2) clear data sim_data close all %for i = 1:1 TEST = convertStringsToChars(TESTS(i)) sim_data = load(['tests/' TEST '/common.mat']); %sim_data.INITIAL_CONDITIONS=3; sim_data.q0 = set_initial_conditions(sim_data.INITIAL_CONDITIONS); [ref dref] = set_trajectory(sim_data.TRAJECTORY); sim_data.ref = ref; sim_data.dref = dref; spmd (3) worker_index = spmdIndex; data = load(['tests/' TEST '/' num2str(worker_index) '.mat']); for fn = fieldnames(data)' sim_data.(fn{1}) = data.(fn{1}); end sim_data.U_corr_history = zeros(2,1,sim_data.PREDICTION_HORIZON); sim_data [t, q, ref_t, U, U_track, U_corr] = simulate_discr(sim_data); disp('Done') end h = []; s1_ = size(worker_index); for n = 1:s1_(2) h_ = figure('Name', [TEST ' ' num2str(n)] ); h = [h, h_]; plot_results(t{n}, q{n}, ref_t{n}, U{n}, U_track{n}, U_corr{n}); end f1 = [ TEST '-' datestr(datetime)]; f = ['results/' f1]; mkdir(f) savefig(h, [f '/' f1 '.fig']); save([f '/workspace.mat']); copyfile(['tests/' TEST], f); end %% FUNCTION DECLARATIONS % Discrete-time simulation function [t, q, ref_t, U, U_track, U_corr] = simulate_discr(sim_data) tc = sim_data.tc; steps = sim_data.tfin/tc q = sim_data.q0'; t = 0; [u_discr, u_track, u_corr, U_corr_history] = control_act(t, q, sim_data); sim_data.U_corr_history = U_corr_history; U = u_discr'; U_corr = u_corr'; U_track = u_track'; for n = 1:steps sim_data.old_u_corr = u_corr; sim_data.old_u_track = u_track; sim_data.old_u = u_discr; tspan = [(n-1)*tc n*tc]; z0 = q(end, :); %[v, z] = ode45(@sistema_discr, tspan, z0, u_discr); [v, z] = ode45(@(v, z) sistema_discr(v, z, u_discr), tspan, z0); q = [q; z]; t = [t; v]; [u_discr, u_track, u_corr, U_corr_history] = control_act(t(end), q(end, :), sim_data); sim_data.U_corr_history = U_corr_history; U = [U; ones(length(v), 1)*u_discr']; U_corr = [U_corr; ones(length(v), 1)*u_corr']; U_track = [U_track; ones(length(v), 1)*u_track']; end ref_t = double(subs(sim_data.ref, t'))'; end %% % Plots function plot_results(t, x, ref, U, U_track, U_corr) subplot(4,2,1) hold on title("trajectory / state") plot(ref(:, 1), ref(:, 2), "DisplayName", "Ref") plot(x(:, 1), x(:, 2), "DisplayName", "state") rectangle('Position', [x(1,1)-0.075, x(1,2)-0.075, 0.15, 0.15], 'Curvature', [1,1]) xlabel('x') ylabel('y') legend() subplot(4,2,3) plot(t, U(:, 1)) xlabel('t') ylabel('input v') subplot(4,2,4) plot(t, U(:, 2)) xlabel('t') ylabel('input w') hold off subplot(4,2,5) plot(t, U_corr(:, 1)) xlabel('t') ylabel('correction input v') subplot(4,2,6) plot(t, U_corr(:, 2)) xlabel('t') ylabel('correction input w') subplot(4,2,7) plot(t, U_track(:, 1)) xlabel('t') ylabel('tracking input v') subplot(4,2,8) plot(t, U_track(:, 2)) xlabel('t') ylabel('tracking input w') ex = ref(:, 1) - x(:, 1); ey = ref(:, 2) - x(:, 2); subplot(8,8,5) hold on xlabel('t') ylabel('x') plot(t, ref(:, 1), "DisplayName", "X_{ref}"); plot(t, x(:, 1), "DisplayName", "X"); legend() hold off subplot(8,8,6) plot(t, ex); xlabel('t') ylabel('x error') subplot(8,8,13) hold on xlabel('t') ylabel('y') plot(t, ref(:, 2), "DisplayName", "Y_{ref}"); plot(t, x(:, 2), "DisplayName", "Y"); legend() hold off subplot(8,8,14) plot(t, ey); xlabel('t') ylabel('y error') subplot(4, 4, 4); error_norm = sqrt(ex.*ex + ey.*ey); plot(t, error_norm ); xlabel("t") ylabel("error norm") end