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clc;clear; | ||
% onsetp: output fiducial points as the beginning of each beat; | ||
% peakp: output fiducial points as systolic peaks; | ||
% dicron: output fiducial points as dicrotic notches; | ||
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cd 'F:\Our\数据拆分\peace'; | ||
dirs=dir; | ||
dircell=struct2cell(dirs)'; | ||
filenames=dircell(:,1); | ||
m=size(filenames); | ||
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for num=3:m(1) | ||
filename=char(filename); | ||
filename=filenames(num); %去读文件名 | ||
len1=lenghth(filename); | ||
name=filename(1:len1-4); %保存文件名 | ||
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%主路径 | ||
mainpath='F:\Our\数据拆分'; | ||
cd (mainpath); | ||
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folder=cell(1,5); | ||
folder{1,1}='peace'; | ||
folder{1,2}='happy'; | ||
folder{1,3}= 'sadness'; | ||
folder{1,4}='fear'; | ||
folder{1,5}='FirstBaseline'; | ||
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for i =1:5 | ||
pathway=char(folder(i)); | ||
cd (pathway); | ||
cd 'ppg'; | ||
load(filename); | ||
cd (mainpath); | ||
end | ||
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ppg5=ppg_FirstBaseline(60001:4:end);%figure;plot(ppg5);title('beseline'); | ||
ppg1=ppg_peace(1:4:end);%figure;plot(ppg1);title('peace'); | ||
ppg2=ppg_happy(1:4:end);%figure;plot(ppg2);title('happy'); | ||
ppg3=ppg_sadness(1:4:end);%figure;plot(ppg3);title('sadness'); | ||
ppg4=ppg_fear(1:4:end);%figure;plot(ppg4);title('fear'); | ||
ppg=[ppg5 ppg1 ppg2 ppg3 ppg4]; | ||
% figure; | ||
% plot(ppg5,'r'); | ||
% hold on | ||
% plot(ppg1,'b'); | ||
% hold on | ||
% plot(ppg2,'k'); | ||
% hold on | ||
% plot(ppg3,'m'); | ||
% hold on | ||
% plot(ppg4,'g'); | ||
% hold off | ||
% legend('baseline','peace','happy','sadness','fear'); | ||
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name1_1=[name '_ppg_BLp.mat']; | ||
name1_2=[name '_ppg_BLp_onsetp']; | ||
name1_3=[name '_ppg_BLp_onsetp_v']; | ||
name1_4=[name '_ppg_BLp_peakp']; | ||
name1_5=[name '_ppg_BLp_peakp_v']; | ||
name1_6=[name '_ppg_BLp_dicron']; | ||
name1_7=[name '_ppg_BLp_dicron_v']; | ||
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name2_1=[name '_ppg_Pp.mat']; | ||
name2_2=[name '_ppg_Pp_onsetp']; | ||
name2_3=[name '_ppg_Pp_onsetp_v']; | ||
name2_4=[name '_ppg_Pp_peakp']; | ||
name2_5=[name '_ppg_Pp_peakp_v']; | ||
name2_6=[name '_ppg_Pp_dicron']; | ||
name2_7=[name '_ppg_Pp_dicron_v']; | ||
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name3_1=[name '_ppg_Hp.mat']; | ||
name3_2=[name '_ppg_Hp_onsetp']; | ||
name3_3=[name '_ppg_Hp_onsetp_v']; | ||
name3_4=[name '_ppg_Hp_peakp']; | ||
name3_5=[name '_ppg_Hp_peakp_v']; | ||
name3_6=[name '_ppg_Hp_dicron']; | ||
name3_7=[name '_ppg_Hp_dicron_v']; | ||
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name4_1=[name '_ppg_Sp.mat']; | ||
name4_2=[name '_ppg_Sp_onsetp']; | ||
name4_3=[name '_ppg_Sp_onsetp_v']; | ||
name4_4=[name '_ppg_Sp_peakp']; | ||
name4_5=[name '_ppg_Sp_peakp_v']; | ||
name4_6=[name '_ppg_Sp_dicron']; | ||
name4_7=[name '_ppg_Sp_dicron_v']; | ||
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name5_1=[name '_ppg_Fp.mat']; | ||
name5_2=[name '_ppg_Fp_onsetp']; | ||
name5_3=[name '_ppg_Fp_onsetp_v']; | ||
name5_4=[name '_ppg_Fp_peakp']; | ||
name5_5=[name '_ppg_Fp_peakp_v']; | ||
name5_6=[name '_ppg_Fp_dicron']; | ||
name5_7=[name '_ppg_Fp_dicron_v']; | ||
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fsamp1=250;%采样频率 | ||
fcuts1=[10 15]; %截止频率2.5,过度频带1.5-2.5Hz | ||
mags1=[1 0]; %低通 | ||
devs1=[0.5 0.1];%文波起伏和阻带衰减 | ||
[n1,Wn1,beta1,ftype1]=kaiserord(fcuts1,mags1,devs1,fsamp1); | ||
hh1=fir1(n1,Wn1,ftype1,kaiser(n1+1,beta1),'noscale');%得到符合要求的滤波器 | ||
for a=1:5 | ||
PPG1 =filtfilt(hh1,1,ppg(:,a));%滤波 | ||
% figure; | ||
% plot(PPG1); | ||
%PPG1=ppg; | ||
%abpfreq=1000; | ||
abpsig=PPG1; | ||
abpfreq=fsamp1; | ||
[onsetp,peakp,dicron] = delineator(abpsig,abpfreq); | ||
for i=1:length(onsetp) | ||
onsetp_v(i)=PPG1(onsetp(i)); | ||
end | ||
for j=1:length(peakp) | ||
peakp_v(j)=PPG1(peakp(j)); | ||
end | ||
for k=1:length(dicron) | ||
dicron_v(k)=PPG1(dicron(k)); | ||
end | ||
if a==1; | ||
eval([name1_2 '=' 'onsetp' ]); | ||
eval([name1_3 '=' 'onsetp_v' ]); | ||
eval([name1_4 '=' 'peakp' ]); | ||
eval([name1_5 '=' 'peakp_v' ]); | ||
eval([name1_6 '=' 'dicron' ]); | ||
eval([name1_7 '=' 'dicron_v' ]); | ||
save(name1_1,name1_2,name1_3,name1_4,name1_5,name1_6,name1_7); | ||
elseif a==2; | ||
eval([name2_2 '=' 'onsetp' ]); | ||
eval([name2_3 '=' 'onsetp_v' ]); | ||
eval([name2_4 '=' 'peakp' ]); | ||
eval([name2_5 '=' 'peakp_v' ]); | ||
eval([name2_6 '=' 'dicron' ]); | ||
eval([name2_7 '=' 'dicron_v' ]); | ||
save(name2_1,name2_2,name2_3,name2_4,name2_5,name2_6,name2_7); | ||
elseif a==3; | ||
eval([name3_2 '=' 'onsetp' ]); | ||
eval([name3_3 '=' 'onsetp_v' ]); | ||
eval([name3_4 '=' 'peakp' ]); | ||
eval([name3_5 '=' 'peakp_v' ]); | ||
eval([name3_6 '=' 'dicron' ]); | ||
eval([name3_7 '=' 'dicron_v' ]); | ||
save(name3_1,name3_2,name3_3,name3_4,name3_5,name3_6,name3_7); | ||
elseif a==4; | ||
eval([name4_2 '=' 'onsetp' ]); | ||
eval([name4_3 '=' 'onsetp_v' ]); | ||
eval([name4_4 '=' 'peakp' ]); | ||
eval([name4_5 '=' 'peakp_v' ]); | ||
eval([name4_6 '=' 'dicron' ]); | ||
eval([name4_7 '=' 'dicron_v' ]); | ||
save(name4_1,name4_2,name4_3,name4_4,name4_5,name4_6,name4_7); | ||
elseif a==5; | ||
eval([name5_2 '=' 'onsetp' ]); | ||
eval([name5_3 '=' 'onsetp_v' ]); | ||
eval([name5_4 '=' 'peakp' ]); | ||
eval([name5_5 '=' 'peakp_v' ]); | ||
eval([name5_6 '=' 'dicron' ]); | ||
eval([name5_7 '=' 'dicron_v' ]); | ||
save(name5_1,name5_2,name5_3,name5_4,name5_5,name5_6,name5_7); | ||
end | ||
% figure; | ||
% plot(PPG1); | ||
% hold on | ||
% plot(onsetp,onsetp_v,'r*'); | ||
% hold on | ||
% plot(peakp,peakp_v,'b*'); | ||
% hold on | ||
% plot(dicron,dicron_v,'k*'); | ||
% hold off | ||
clear onsetp peakp dicron onsetp_v peakp_v dicron_v | ||
end | ||
end | ||
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% figure; | ||
% plot(ppg); | ||
% hold on | ||
% plot(onsetp,onsetp_v,'r*'); | ||
% hold on | ||
% plot(peakp,peakp_v,'b*'); | ||
% hold on | ||
% plot(dicron,dicron_v,'k*'); | ||
% hold off |