-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathFPG.m
More file actions
185 lines (154 loc) · 5.04 KB
/
FPG.m
File metadata and controls
185 lines (154 loc) · 5.04 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
clc
clear all
close all
[ir, red, flt_ECG, Fs, ap] = readpwdata('Test.bin');
flt_ECG = flt_ECG(1,103000:end);
ir = ir(1,103000:end);
red = red(1,103000:end);
ap = -ap(1,103000:end);
signal = red;
t = GetTime(signal, Fs);
coeff = ones(1,250); % fir 250 sample filter
filt = filtfilt(coeff/30,1,signal); % forward and backward signal filtering
diff_test = diff(filt); %
counter = 1;
for i = 1:length(diff_test)
if abs(diff_test(i)) <= 0.05
try
if abs(diff_test(i)) < abs(diff_test(i + 1)) && abs(diff_test(i)) < abs(diff_test(i - 1))
test_array(counter) = t(i);
counter = counter + 1;
end
catch
end
end
end
%find index of t based on positions of zero-points
counter = 1;
for i = 1:length(test_array)
test_index(counter) = find(t == test_array(i));
counter = counter + 1;
end
[P_peak_index,N_peak_index,D_peak_index,T_peak_index] = GetPeaks(signal,t,test_index);
tiledlayout(3,1)
% First plot
ax1 = nexttile;
plot(t,filt)
hold on
for i = 1:length(test_index)
plot(t(test_index(i)),filt(test_index(i)),'rv');
hold on
end
% Second plot
ax2 = nexttile;
plot(t(1,2:end),diff_test)
hold on
for i = 1:length(test_array)
plot(test_array(i),0,'rv');
hold on
end
ax3 = nexttile;
plot(t,signal)
hold on
for i = 1:length(P_peak_index)
plot(t(P_peak_index(i)),signal(P_peak_index(i)),'bv');
hold on
end
for i = 1:length(D_peak_index)
plot(t(D_peak_index(i)),signal(D_peak_index(i)),'go');
hold on
end
for i = 1:length(N_peak_index)
plot(t(N_peak_index(i)),signal(N_peak_index(i)),'ro');
hold on
end
for i = 1:length(T_peak_index)
plot(t(T_peak_index(i)),signal(T_peak_index(i)),'ko');
hold on
end
linkaxes([ax1 ax2 ax3],'x')
function [P_peak_index,N_peak_index,D_peak_index,T_peak_index] = GetPeaks(signal,time,zeroPointIndex)
counter = 1;
D_counter = 1;
T_counter = 1;
N_counter = 1;
signalAndtime(1,:) = signal;
signalAndtime(2,:) = time;
for i = 1 :2: length(zeroPointIndex)
clear vector_1
clear vector_2
try
vector_1(1,:) = signalAndtime(1,zeroPointIndex(i):zeroPointIndex(i+1));
vector_1(2,:) = signalAndtime(2,zeroPointIndex(i):zeroPointIndex(i+1));
vector_2(1,:) = signalAndtime(1,zeroPointIndex(i+1):zeroPointIndex(i+2));
vector_2(2,:) = signalAndtime(2,zeroPointIndex(i+1):zeroPointIndex(i+2));
catch
continue;
end
max_peak1 = max(findpeaks(vector_1(1,:)));
max_peak2 = max(findpeaks(vector_2(1,:)));
if isempty(max_peak1) && isempty(max_peak2)
continue;
elseif isempty(max_peak2)
P_peak_index(counter) = GetIndex(time,vector_1,max_peak1);
counter = counter + 1;
elseif isempty(max_peak1)
P_peak_index(counter) = GetIndex(time,vector_2,max_peak2);
counter = counter + 1;
elseif (max_peak1 > max_peak2)
P_peak_index(counter) = GetIndex(time,vector_1,max_peak1);
counter = counter + 1;
if vector_2(1) > vector_2(length(vector_2))
vector_2 = fliplr(vector_2);
end
try
[N_peak,N_index] = findpeaks(-vector_2(1,:),'MinPeakWidth',5);%"-" - flip the signla to find N notch
N_peak_index(N_counter) = GetIndex(time,vector_2,-max(N_peak));
N_counter = N_counter + 1;
D_peak = max(findpeaks(vector_2(1,:),'MinPeakWidth',5));
D_peak_index(D_counter) = GetIndex(time,vector_2,D_peak);
D_counter = D_counter + 1;
T_period = vector_2(1,max(N_index)+100:length(vector_2));
T_peak = max(T_period); %max or max(findpeaks)?
T_peak_index(T_counter) = GetIndex(time,vector_2,T_peak);
T_counter = T_counter + 1;
catch
end
else
buff = vector_1;
clear vector_1
vector_1 = vector_2;
clear vector_2
vector_2 = buff;
clear buff
P_peak_index(counter) = GetIndex(time,vector_1,max_peak2);
counter = counter + 1;
if vector_2(1) > vector_2(length(vector_2))
vector_2 = fliplr(vector_2);
end
try
[N_peak,N_index] = findpeaks(-vector_2(1,:),'MinPeakWidth',5); %"-" - flip the signla to find N notch
N_peak_index(N_counter) = GetIndex(time,vector_2,-max(N_peak));
N_counter = N_counter + 1;
D_peak = max(findpeaks(vector_2(1,:),'MinPeakWidth',5));
D_peak_index(D_counter) = GetIndex(time,vector_2,D_peak);
D_counter = D_counter + 1;
T_period = vector_2(1,max(N_index)+100:length(vector_2));
T_peak = max(T_period);
T_peak_index(T_counter) = GetIndex(time,vector_2,T_peak);
T_counter = T_counter + 1;
catch
end
end
end
end
function t = GetTime(signal,Fs)
N = length(signal);
T = 1/Fs;
tmax = T*N;
t = 0:T:tmax-T;
end
function index = GetIndex(time,vector,peak)
indexOfmax = find(vector(1,:) == peak(1));
index = find(time == vector(2,indexOfmax(1,1)));
end