clc clear all close all %TESTS = ["sin_faster", "sin", "circle", "straightline", "reverse_straightline"] TESTS = ["straightline"] 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.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(spmdIndex) '.mat']); sim_data.PREDICTION_HORIZON = data.PREDICTION_HORIZON; 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 %% % data = load(['tests/' TEST '/' num2str(2) '.mat']); % sim_data.PREDICTION_HORIZON = data.PREDICTION_HORIZON; % 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); % % %% % plot_results(t,q,ref_t,U, U_track, U_corr); %% 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 % Continuos-time simulation function [t, q, ref, U] = simulate_cont(tfin) global ref q0 % simulation time tspan = linspace(0, tfin); % execute simulation [t, q] = ode45(@sistema, tspan, q0); % recalc and save input at each timestep ts = size(t); rows = ts(1); U = zeros(rows, 2); for row = 1:rows U(row, :) = control_act(t(row), q(row, :)); end % plot results ref = double(subs(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") 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') subplot(4,2,5) plot(t, U_corr(:, 1)) xlabel('t') ylabel('input correction v') subplot(4,2,6) plot(t, U_corr(:, 2)) xlabel('t') ylabel('input correction 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') subplot(8,4,3) hold on xlabel('t') ylabel('x') plot(t, ref(:, 1), "DisplayName", "X_{ref}"); plot(t, x(:, 1), "DisplayName", "X"); legend() hold off subplot(8,4,4) plot(t, ref(:, 1) - x(:, 1)); xlabel('t') ylabel('x error') subplot(8,4,7) hold on xlabel('t') ylabel('y') plot(t, ref(:, 2), "DisplayName", "Y_{ref}"); plot(t, x(:, 2), "DisplayName", "Y"); legend() hold off subplot(8,4,8) plot(t, ref(:, 2) - x(:, 2)); xlabel('t') ylabel('y error') end