testecggenerator1.m

matlab编程环境下

%
% Test program for generating synthetic multi-channel ECGs with additive
% colored noise
%
% Dependencies: The synthetic ECG generator and noise generator package of
%   the Open Source ECG Toolbox
%
% Open Source ECG Toolbox, version 1.0, November 2006
% Released under the GNU General Public License
% Copyright (C) 2006  Reza Sameni
% Sharif University of Technology, Tehran, Iran -- LIS-INPG, Grenoble, France
% [e-mail]

% This program is free software; you can redistribute it and/or modify it
% under the terms of the GNU General Public License as published by the
% Free Software Foundation; either version 2 of the License, or (at your
% option) any later version.
% This program is distributed in the hope that it will be useful, but
% WITHOUT ANY WARRANTY; without even the implied warranty of
% MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General
% Public License for more details. You should have received a copy of the
% GNU General Public License along with this program; if not, write to the
% Free Software Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston,
% MA  02110-1301, USA.

%//////////////////////////////////////////////////////////////////////////
clc
close all;
clear;
% randn('state',2); % For fixing a specific result

%//////////////////////////////////////////////////////////////////////////
% General parameters
N = 6000;       % # of signal samples
fs = 500;       % desired sampling rate

% Noise parameters
snr = 10;       % signal to noise ratio
beta  = 1.5;    % noise color

% Heart location
heartlocation = [-25 7 20];     % heart location with respect to the navel (coordinate reference)

% Electrode pair locations
ElecPos = [-10 5 15 ; -10 11 24 ; -10 0 23 ; -5 7 -7 ; -5 -1 -5 ; -10 10 18; -10 0 15; -10 10 15];
ElecNeg = [-10 5 24 ; -35 10 25 ; -10 10 24 ; 0 0 0 ; 0 0 0 ; -35 10 18; -10 10 15; -10 10 24];
NumCh = size(ElecPos,1);

% Dipole parameters
F = .9;                     % heart rate
k = 1;                      % dipole attenuation parameter
R0 = Rotate3D(0,0,0);       % dipole rotation matrices (tetax,tetay,tetaz)
Lambda = eye(3);

teta0 = -pi/3;              % initial phase of the ECG

tetai.x  = [-1.09  -0.83   -0.19     -.07  0 .06        0.22    1.2 1.42 1.68 2.9];
alphai.x = [0.03   .08    -0.13    .85 1.11 .75     0.06   0.1  0.17 0.39 .03];
bi.x     = [0.0906    0.1057    0.0453    0.0378    0.0332    0.0302    0.0378    0.6040 0.3020  0.1812 .5];

tetai.y  = [-1.1  -0.9 -0.76       -0.11   -.01       0.065  0.8 1.58 2.9];
alphai.y = [0.035 0.015 -0.019     0.32    .51     -0.32    0.04   0.08 .014];
bi.y     = [0.07  .07  0.04        0.055    0.037    0.0604  0.450  0.3 .5];

tetai.z  = [-1.1  -0.93 -0.7      -.4     -0.15    .095    1.05 1.25 1.55 2.8];
alphai.z = [-0.03 -0.14 -0.035    .045     -0.4    .46    -.12 -.2 -.35 -.035];
bi.z     = [.03  .12  .04         .4    .045       .05    .8 .4 .2 .4];

%//////////////////////////////////////////////////////////////////////////
% Noise generation
noise =  zeros(NumCh,N);
for j = 1:NumCh,
    noise(j,:) = NoiseGenerator(1,1,snr,N,fs,beta);
end

%//////////////////////////////////////////////////////////////////////////
% ECG calculation
for i = 1:NumCh,
    for j = 1:3,
        H(i,j) = k* ((ElecPos(i,j)-heartlocation(j))/sqrt(sum((ElecPos(i,:)-heartlocation).^2))^3 - (ElecNeg(i,j)-heartlocation(j))/sqrt(sum((ElecNeg(i,:)-heartlocation).^2))^3);
    end
end
[DIP teta] = DipoleGenerator(N,fs,F,alphai,bi,tetai,teta0);
VCG = R0*Lambda*[DIP.x ; DIP.y ; DIP.z];
s0 = H*VCG;

s = s0 + (sqrt(sum(s0.^2,2))./sqrt(sum(noise.^2,2))/sqrt(10^(snr/10))*ones(1,size(s0,2))).*noise;

%//////////////////////////////////////////////////////////////////////////
% data plotting
t = [0:N-1]/fs;
figure;
plot(t,1000*s');
grid
xlabel('time(s)');
ylabel('Amplitude(mV)');
title('Synthetic multi-channel ECG with additive colored noise');