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Ksyer
2024-05-09 16:54:58 +08:00
parent b91a609ca5
commit 17386d80c1
24 changed files with 3344 additions and 1 deletions
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0 - example/wzk - RD图相关/plot_Pd_Pfa_diff.m
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clear;
close all;
clc;
load test_MC_Pfa_Rmf_Dmf.mat;
load test_MC_Pfa_Rmf_Dcs.mat;
Fontsize = 18;
plot_width = 800;
plot_height = 600;
Linewidth = 2;
Markersize = 8;
% SNR = [0,5,8,10,12,15,20,25];
%% plot
figure(1);
loglog(P_fa, P_fa_MF(9,:), '-o', ...
'Linewidth', Linewidth, ...
'MarkerSize', Markersize);
hold on;
grid on;
loglog(P_fa, P_fa_CROD(9,:), '-+', ...
'Linewidth', Linewidth, ...
'MarkerSize', Markersize);
loglog(P_fa, P_fa_MF(1,:), '-o', ...
'Linewidth', Linewidth, ...
'MarkerSize', Markersize);
loglog(P_fa, P_fa_CROD(1,:), '-+', ...
'Linewidth', Linewidth, ...
'MarkerSize', Markersize);
legend('MFMF,SNR = 10dB', 'MFCS,SNR = 10dB','MFMF,SNR = -20dB', 'MFCS,SNR = -20dB');
xlabel('P_{fa} Set');
ylabel('Actual P_{fa}');
ylim([8e-5,1]);
set(gca, 'FontSize', Fontsize);
title('P_{fa}')
set(gcf, 'position', [200, 300, plot_width, plot_height]);
set(gca,'fontsize',20,'fontname','Times');
figure(3);
semilogx(P_fa_CROD(7,:), P_d_CROD(7,:), '-o', ...
'Linewidth', Linewidth, ...
'MarkerSize', Markersize);
hold on;
grid on;
semilogx(P_fa_MF(7,:), P_d_MF(7,:), '-+', ...
'Linewidth', Linewidth, ...
'MarkerSize', Markersize);
semilogx(P_fa_CROD(5,:), P_d_CROD(5,:), '-o', ...
'Linewidth', Linewidth, ...
'MarkerSize', Markersize);
semilogx(P_fa_MF(5,:), P_d_MF(5,:), '-+', ...
'Linewidth', Linewidth, ...
'MarkerSize', Markersize);
semilogx(P_fa_CROD(1,:), P_d_CROD(1,:), '-o', ...
'Linewidth', Linewidth, ...
'MarkerSize', Markersize);
semilogx(P_fa_MF(1,:), P_d_MF(1,:), '-+', ...
'Linewidth', Linewidth, ...
'MarkerSize', Markersize);
legend('MFCS,SNR = 15dB', 'MFMF,SNR = 15dB', 'MFCS,SNR = 10dB', 'MFMF,SNR = 10dB', 'MFCS,SNR = -5dB', 'MFMF,SNR = -5dB');
xlabel('P_{fa}');
ylabel('P_{d}');
xlim([8e-5,1]);
set(gca, 'FontSize', Fontsize);
title('ROC')
set(gcf, 'position', [200, 300, plot_width, plot_height]);
set(gca,'fontsize',20,'fontname','Times');
% figure(3);
% semilogx(P_fa_CROD(9,:), P_d_CROD(9,:), '-o', ...
% 'Linewidth', Linewidth, ...
% 'MarkerSize', Markersize);
% hold on;
% grid on;
% semilogx(P_fa_MF(9,:), P_d_MF(9,:), '-+', ...
% 'Linewidth', Linewidth, ...
% 'MarkerSize', Markersize);
% legend('MFCS,SNR = 10dB', 'MFMF,SNR = 10dB');
% xlabel('P_{fa}');
% ylabel('P_{d}');
% % xlim([8e-5,1]);
% set(gca, 'FontSize', Fontsize);
% title('ROC')
% set(gcf, 'position', [200, 300, plot_width, plot_height]);
% set(gca,'fontsize',20,'fontname','Times');
figure(5);
semilogy(SNR, P_fa_MF(:,5), '-+', ...
'Linewidth', Linewidth, ...
'MarkerSize', Markersize);
hold on;
grid on;
semilogy(SNR, P_fa_CROD(:,5), '-o', ...
'Linewidth', Linewidth, ...
'MarkerSize', Markersize);
semilogy(SNR, P_fa_MF(:,3), '-+', ...
'Linewidth', Linewidth, ...
'MarkerSize', Markersize);
semilogy(SNR, P_fa_CROD(:,3), '-o', ...
'Linewidth', Linewidth, ...
'MarkerSize', Markersize);
semilogy(SNR, P_fa_MF(:,1), '-+', ...
'Linewidth', Linewidth, ...
'MarkerSize', Markersize);
semilogy(SNR, P_fa_CROD(:,1), '-o', ...
'Linewidth', Linewidth, ...
'MarkerSize', Markersize);
legend('MFMF,Pfa = 1e-2', 'MFCS,Pfa = 1e-2', 'MFMF,Pfa = 1e-3', 'MFCS,Pfa = 1e-3', 'MFMF,Pfa = 1e-4', 'MFCS,Pfa = 1e-4');
xlabel('SNR/dB');
ylabel('P_{fa}');
set(gca, 'FontSize', Fontsize);
title('Actual P_{fa}')
set(gcf, 'position', [200, 300, plot_width, plot_height]);
set(gca,'fontsize',20,'fontname','Times');
figure(7);
plot(SNR, P_d_MF(:,5), '-+', ...
'Linewidth', Linewidth, ...
'MarkerSize', Markersize);
hold on;
grid on;
plot(SNR, P_d_CROD(:,5), '-o', ...
'Linewidth', Linewidth, ...
'MarkerSize', Markersize);
plot(SNR, P_d_MF(:,3), '-+', ...
'Linewidth', Linewidth, ...
'MarkerSize', Markersize);
plot(SNR, P_d_CROD(:,3), '-o', ...
'Linewidth', Linewidth, ...
'MarkerSize', Markersize);
plot(SNR, P_d_MF(:,1), '-+', ...
'Linewidth', Linewidth, ...
'MarkerSize', Markersize);
plot(SNR, P_d_CROD(:,1), '-o', ...
'Linewidth', Linewidth, ...
'MarkerSize', Markersize);
legend('MFMF,Pfa = 1e-2', 'MFCS,Pfa = 1e-2', 'MFMF,Pfa = 1e-3', 'MFCS,Pfa = 1e-3', 'MFMF,Pfa = 1e-4', 'MFCS,Pfa = 1e-4');
xlabel('SNR/dB');
ylabel('P_{d}');
set(gca, 'FontSize', Fontsize);
title('Actual P_{d}')
set(gcf, 'position', [200, 300, plot_width, plot_height]);
set(gca,'fontsize',20,'fontname','Times');