clc clear all close all %TESTS = ["sin_faster", "sin", "circle", "straightline", "reverse_straightline"] TESTS = ["straightline/backandforth"] s_ = size(TESTS); for i = 1:s_(1) clear data sim_data close all sim_data = load(["tests/robot_common.mat"]); TEST = convertStringsToChars(TESTS(i)) test_data = load(['tests/' TEST '/common.mat']); for fn = fieldnames(test_data)' sim_data.(fn{1}) = test_data.(fn{1}); end sim_data.q0 = set_initial_conditions(sim_data.INITIAL_CONDITIONS); [ref dref] = set_trajectory(sim_data.TRAJECTORY, sim_data); sim_data.ref = ref; sim_data.dref = dref; spmd (3) worker_index = spmdIndex; data = load(['tests/' 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, U_corr_pred_history, Q_pred] = simulate_discr(sim_data); disp('Done') end h = []; s1_ = size(worker_index); for n = 1:s1_(2) h = [h, figure('Name', [TEST ' ' num2str(n)] )]; 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 '/figure.fig']); clear h dsave([f '/workspace_composite.mat']); copyfile(['tests/' TEST], f); %video(q{1}', ref_t{1}', 0.1, t{1}, 2, sim_data{1}.tc*0.05, "aa"); %video(q{2}', ref_t{2}', 0.1, t{2}, 2, sim_data{1}.tc*0.05, "aa"); %video(q{3}', ref_t{3}', 0.1, t{3}, 2, sim_data{1}.tc*0.05, "aa"); end %% FUNCTION DECLARATIONS % Discrete-time simulation function [t, q, ref_t, U, U_track, U_corr, U_corr_pred_history, Q_pred] = simulate_discr(sim_data) tc = sim_data.tc; steps = sim_data.tfin/tc q = sim_data.q0'; t = 0; Q_pred = zeros(sim_data.PREDICTION_HORIZON,3,sim_data.tfin/sim_data.tc + 1); U_corr_pred_history=zeros(sim_data.PREDICTION_HORIZON,2,steps); [u_discr, u_track, u_corr, U_corr_history, q_pred] = 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'; Q_pred(:, :, 1) = q_pred; 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, sim_data), tspan, z0); q = [q; z]; t = [t; v]; [u_discr, u_track, u_corr, U_corr_history, q_pred] = 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']; Q_pred(:, :, 1+n) = q_pred; U_corr_pred_history(:,:,n) = permute(U_corr_history, [3, 1, 2]); 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 w_r') subplot(4,2,4) plot(t, U(:, 2)) xlabel('t') ylabel('input w_l') hold off subplot(4,2,5) plot(t, U_corr(:, 1)) xlabel('t') ylabel('correction input w_r') subplot(4,2,6) plot(t, U_corr(:, 2)) xlabel('t') ylabel('correction input w_l') subplot(4,2,7) plot(t, U_track(:, 1)) xlabel('t') ylabel('tracking input w_r') subplot(4,2,8) plot(t, U_track(:, 2)) xlabel('t') ylabel('tracking input w_l') 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