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Теория информации. Лабораторный практикум в MATLAB. Учебное пособие

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ɇɟɩɪɟɪɵɜɧɵɟ ɤɚɧɚɥɵ ɫɜɹɡɢ 
ɫɬɜɨɦ  ɲɬɪɢɯɨɜɨɣ ɝɨɪɢɡɨɧɬɚɥɶɧɨɣɥɢɧɢɟɣɨɛɨɡɧɚɱɢɬɶ ɭɪɨ ɜɟɧɶ
CN P
f
%Script_7_3 %ɉɨɫɬɪɨɟɧɢɟ ɝɪɚɮɢɤɚ ɡɚɜɢɫɢɦɨɫɬɢ ɧɨɪɦɢɪɨɜɚɧɧɨɣ ɩɪɨɩɭɫɤɧɨɣ ɫɩɨɫɨɛɧɨɫɬɢ %ɨɬ ɧɨɪɦɢɪɨɜɚɧɧɨɣ ɩɨɥɨɫɵ ɱɚɫɬɨɬ ɤɚɧɚɥɚ clear all; close all; clc %Ɂɚɞɚɧɢɟ ɡɧɚɱɟɧɢɣ ɧɨɪɦɢɪɨɜɚɧɧɨɣ ɩɨɥɨɫɵ ɱɚɫɬɨɬ v=0:.01:10; %Ɋɚɫɱɟɬ ɩɪɨɩɭɫɤɧɨɣ ɫɩɨɫɨɛɧɨɫɬɢ Cv=v.*log2(1+1./v); %ɉɨɫɬɪɨɟɧɢɟ ɝɪɚɮɢɤɚ plot(v,Cv) grid xlabel('N_0F/P_U') ylabel('CN_0/P_U, ɛɢɬ/ɫ/Ƚɰ') title('Ɂɚɜɢɫɢɦɨɫɬɶ ɩɪɨɩɭɫɤɧɨɣ ɫɩɨɫɨɛɧɨɫɬɢ ɨɬ ɩɨɥɨɫɵ ɱɚɫɬɨɬ') %ɍɪɨɜɟɧɶ ɩɪɟɞɟɥɶɧɨɝɨ ɡɧɚɱɟɧɢɹ ɩɪɨɩɭɫɤɧɨɣ ɫɩɨɫɨɛɧɨɫɬɢ loge=log2(exp(1)); line([0 max(v)],[loge,loge],'LineStyle','--')
ɩɪɟɞɟɥɶɧɨɝɨɡɧɚɱɟɧɢɹɩɪɨɩɭɫɤɧɨɣɫɩɨɫɨɛɧɨɫɬɢ
U
Ɂɚɞɚɧɢɟ ɉɨɮɨɪɦɭɥɟɩɨɫɬɪɨɢɬɶɝɪɚɮɢɤɡɚɜɢɫɢɦɨ
ɫɬɢɨɬɧɨɲɟɧɢɹɫɢɝɧɚɥɲɭɦ
c
FI
ɜɞɟɰɢɛɟɥɚɯȼɫɨɨɬɜɟɬɫɬɜɢɢɫɧɟɪɚɜɟɧɫɬɜɨɦɲɬɪɢɯɨ
ɨɬɜɟɥɢɱɢɧɵ
h
b
c
FI
ɜɵɪɚɠɚɹ
h
b
ɜɨɣɝɨɪɢɡɨɧɬɚɥɶɧɨɣɥɢɧɢɟɣɨɛɨɡɧɚɱɢɬɶɝɪɚɧɢɰɭ ɒɟɧɧɨɧɚ ɢ ɭɤɚ ɡɚɬɶ ɟɟ ɩɪɢɛɥɢɠɟɧɧɨɟ ɡɧɚɱɟɧɢɟ § ± ɞȻ ɋɬɪɟɥɤɨɣ ɫɧɚɞɩɢɫɶɸ
c
IC
ɨɛɨɡɧɚɱɢɬɶɝɪɚɧɢɱɧɭɸɤɪɢɜɭɸɢɜɫɨɨɬɜɟɬɫɬɜɭɸɳɢɯ ɨɛɥɚ
c
IC
ɫɬɹɯɝɪɚɮɢɤɚɭɤɚɡɚɬɶɡɧɚɱɟɧɢɹ
%Script_7_4 %ɉɨɫɬɪɨɟɧɢɟ ɝɪɚɮɢɤɚ ɡɚɜɢɫɢɦɨɫɬɢ ɨɬɧɨɲɟɧɢɹ ɫɢɝɧɚɥ-ɲɭɦ %ɨɬ ɨɬɧɨɲɟɧɢɹ ɲɢɪɢɧɵ ɩɨɥɨɫɵ ɤ ɫɤɨɪɨɫɬɢ ɩɟɪɟɞɚɱɢ ɢɧɮɨɪɦɚɰɢɢ clear all; close all; clc %Ɂɚɞɚɧɢɟ ɡɧɚɱɟɧɢɣ ɚɪɝɭɦɟɧɬɚ ɜ ɞɟɰɢɛɟɥɚɯ FI_dB=-10:.01:10; %ȼɵɱɢɫɥɟɧɢɟ ɡɧɚɱɟɧɢɣ ɚɪɝɭɦɟɧɬɚ ɜ «ɪɚɡɚɯ» FI=10.^(.1*FI_dB); %Ɋɚɫɱɟɬ ɨɬɧɨɲɟɧɢɹ ɫɢɝɧɚɥ-ɲɭɦ ɜ «ɪɚɡɚɯ»
IC
c
!

ɢ
 Ʌɚɛɨɪɚɬɨɪɧɚɹ ɪɚɛɨɬɚ ʋ 7
h=FI.*(2.^(1./FI)-1); %Ɋɚɫɱɟɬ ɨɬɧɨɲɟɧɢɹ ɫɢɝɧɚɥ-ɲɭɦ ɜ ɞɟɰɢɛɟɥɚɯ h_dB=10*log10(h); %ɉɨɫɬɪɨɟɧɢɟ ɝɪɚɮɢɤɚ plot(FI_dB,h_dB) grid xlabel('F/I\prime, ɞȻ') ylabel('h^2_b, ɞȻ') title('Ɉɬɧɨɲɟɧɢɟ ɫɢɝɧɚɥ-ɲɭɦ ɧɚ ɛɢɬ ɢɧɮɨɪɦɚɰɢɢ h^2_b ɜ ɡɚɜɢɫɢɦɨɫɬɢ ɨɬ F/I\prime') ylim([-5,20]) set(gca,'YMinorTick','on') %Ɉɛɨɡɧɚɱɟɧɢɟ ɝɪɚɧɢɰɵ ɒɟɧɧɨɧɚ loge_dB=10*log10(1/log2(exp(1))); line([min(FI_dB),max(FI_dB)],[loge_dB,loge_dB],'LineS tyle','--') %Ⱦɨɛɚɜɥɟɧɢɟ ɧɚɞɩɢɫɟɣ ɧɚ ɝɪɚɮɢɤ text(-8.2,-.8,'\approx -1.6 ɞȻ') text(-8.4,12.5,'\leftarrow I\prime = C') text(-5.7,7,'I\prime < C') text(-5.7,2,'I\prime > C')
Ɂɚɞɚɧɢɟ Ʉɢɥɨɦɟɬɪɢɱɟɫɤɨɟ ɡɚɬɭɯɚɧɢɟ ɫɢɝɧɚɥɚ ɜ ɤɚɧɚɥɟ ɫɜɹɡɢɜɩɨɥɨɫɟɱɚɫɬɨɬɞɨF ɤȽɰɫɨɫɬɚɜɥɹɟɬ ɞȻɤɦɉɨɮɨɪɦɭ ɥɟ ɩɨɫɬɪɨɢɬɶɝɪɚɮɢɤɢɡɚɜɢɫɢɦɨɫɬɟɣ ɩɪɨɩɭɫɤɧɨɣɫɩɨɫɨɛɧɨ ɫɬɢC ɨɬɩɪɨɬɹɠɟɧɧɨɫɬɢɤɚɧɚɥɚɫɜɹɡɢL ɩɪɢɡɧɚɱɟɧɢɹɯɨɬɧɨɲɟɧɢɹ ɫɢɝɧɚɥɲɭɦ
PP
UN
ɞȻ
%Script_7_5 %ɉɨɫɬɪɨɟɧɢɟ ɝɪɚɮɢɤɨɜ ɩɪɨɩɭɫɤɧɨɣ ɫɩɨɫɨɛɧɨɫɬɢ ɜ ɡɚɜɢɫɢɦɨɫɬɢ ɨɬ ɩɪɨɬɹɠɟɧɧɨɫɬɢ %ɤɚɧɚɥɚ ɫɜɹɡɢ ɩɪɢ ɪɚɡɥɢɱɧɵɯ ɡɧɚɱɟɧɢɹɯ ɨɬɧɨɲɟɧɢɹ ɫɢɝɧɚɥ-ɲɭɦ clear all; close all; clc %Ɂɚɞɚɧɢɟ ɡɧɚɱɟɧɢɹ ɲɢɪɢɧɵ ɩɨɥɨɫɵ F,ɤȽɰ F=4; %Ɂɚɞɚɧɢɟ ɡɧɚɱɟɧɢɹ ɤɢɥɨɦɟɬɪɢɱɟɫɤɨɝɨ ɡɚɬɭɯɚɧɢɹ A, ɞȻ/ɤɦ A=2; %Ɂɚɞɚɧɢɟ ɡɧɚɱɟɧɢɣ ɩɪɨɬɹɠɟɧɧɨɫɬɢ ɤɚɧɚɥɚ, ɤɦ L=0:.01:20; %Ɉɩɪɟɞɟɥɟɧɢɟ ɡɧɚɱɟɧɢɣ ɡɚɬɭɯɚɧɢɹ, ɞȻ a_dB=A*L;
ɇɟɩɪɟɪɵɜɧɵɟ ɤɚɧɚɥɵ ɫɜɹɡɢ 
%Ɂɚɞɚɧɢɟ ɡɧɚɱɟɧɢɣ ɨɬɧɨɲɟɧɢɹ ɫɢɝɧɚɥ-ɲɭɦ, ɞȻ vg_dB=[50 40 30 20 10]; %Ɉɩɪɟɞɟɥɟɧɢɟ ɞɥɢɧɵ ɜɟɤɬɨɪɚ ng=length(vg_dB); %Ɂɚɞɚɧɢɟ ɪɚɡɦɟɪɧɨɫɬɟɣ ɦɚɫɫɢɜɨɜ C=zeros(ng,length(L)); str=cell(1,ng); %Ɋɚɫɱɟɬ ɫɩɪɨɩɭɫɤɧɨɣ ɫɩɨɫɨɛɧɨɫɬɢ for k=1:ng g_dB=vg_dB(k); str{k}=['P_U/P_N = ',num2str(g_dB),' ɞȻ']; g=10.^(.1*(g_dB-a_dB)); C(k,:)=F*log2(1+g); end %ɉɨɫɬɪɨɟɧɢɟ ɝɪɚɮɢɤɨɜ plot(L,C) grid legend(str) xlabel('ɉɪɨɬɹɠɟɧɧɨɫɬɶ ɤɚɧɚɥɚ L, ɤɦ') ylabel('ɉɪɨɩɭɫɤɧɚɹ ɫɩɨɫɨɛɧɨɫɬɶ C, ɤɛɢɬ/ɫ') title('ɉɪɨɩɭɫɤɧɚɹ ɫɩɨɫɨɛɧɨɫɬɶ ɜ ɡɚɜɢɫɢɦɨɫɬɢ ɨɬ ɩɪɨɬɹɠɟɧɧɨɫɬɢ ɤɚɧɚɥɚ ɫɜɹɡɢ')
Ɉɬɱɟɬɢɤɨɧɬɪɨɥɶɧɵɟɜɨɩɪɨɫɵ
Ɉɬɱɟɬɩɨɥɚɛɨɪɚɬɨɪɧɨɣɪɚɛɨɬɟɨɮɨɪɦɥɹɟɬɫɹɜɜɢɞɟɞɨɤɭɦɟɧ
ɬɚ06 :RUG ɢɞɨɥɠɟɧɫɨɞɟɪɠɚɬɶ
 ɇɚɡɜɚɧɢɟ ɥɚɛɨɪɚɬɨɪɧɨɣ ɪɚɛɨɬɵ ɲɪɢɮɬ 7LPHV 1HZ
5RPDQ
 Ɋɟɡɭɥɶɬɚɬɵɜɵɩɨɥɧɟɧɢɹɜɫɟɯɪɚɫɱɟɬɧɵɯɡɚɞɚɧɢɣɜɤɥɸɱɚɹ
ɥɢɫɬɢɧɝɢ Pɮɚɣɥɨɜ ɤɨɩɢɪɭɟɦɵɟ ɢɡ ɨɤɧɚ (GLWRUɪɟɡɭɥɶɬɚɬɵ ɢɯ ɜɵɩɨɥɧɟɧɢɹ ɤɨɩɢɪɭɟɦɵɟ ɢɡ ɨɤɧɚ &RPPDQG :LQGRZ ɲɪɢɮɬ &RXULHU 1HZɚɬɚɤɠɟɩɨɥɭɱɟɧɧɵɟɝɪɚɮɢɤɢɤɨɩɢɪɭɟɦɵɟ ɢɡ ɨɤɧɚ )LJXUH ɩɨɤɨɦɚɧɞɟ(GLW _ &RS\ )LJXUH
Ɂɚɳɢɬɚ ɥɚɛɨɪɚɬɨɪɧɨɣ ɪɚɛɨɬɵ ɩɪɨɜɨɞɢɬɫɹ ɧɚ ɨɫɧɨɜɟ ɩɪɟɞ ɫɬɚɜɥɟɧɧɨɝɨɨɬɱɟɬɚɢɨɬɜɟɬɨɜɧɚɤɨɧɬɪɨɥɶɧɵɟɜɨɩɪɨɫɵ ɢɡ ɫɥɟɞɭ ɸɳɟɝɨɫɩɢɫɤɚ
 ɑɬɨɬɚɤɨɟɧɟɩɪɟɪɵɜɧɵɣɤɚɧɚɥɫɜɹɡɢ"
 Ʉɚɤɨɣ ɧɟɩɪɟɪɵɜɧɵɣ ɤɚɧɚɥɫɜɹɡɢ ɧɚɡɵɜɚɟɬɫɹ ɝɚɭɫɫɨɜɫɤɢɦ
ɤɚɧɚɥɨɦɢɥɢɱɚɫɬɨɬɧɨɨɝɪɚɧɢɱɟɧɧɵɦɤɚɧɚɥɨɦɫɩɨɫɬɨɹɧɧɵɦɢɩɚ ɪɚɦɟɬɪɚɦɢɢɚɞɞɢɬɢɜɧɵɦɛɟɥɵɦɝɚɭɫɫɨɜɫɤɢɦɲɭɦɨɦ"
 Ʌɚɛɨɪɚɬɨɪɧɚɹ ɪɚɛɨɬɚ ʋ 7
 Ⱦɚɣɬɟɨɩɪɟɞɟɥɟɧɢɟɛɟɥɨɝɨɝɚɭɫɫɨɜɫɤɨɝɨɲɭɦɚ
Nt
 ɉɪɢɜɟɞɢɬɟ ɬɪɢ ɮɨɪɦɵɡɚɩɢɫɢ ɞɥɹ ɜɡɚɢɦɧɨɣɢɧɮɨɪɦɚɰɢɢ
IU S
Ut
ɦɟɠɞɭ ɫɟɱɟɧɢɹɦɢ ɫɬɚɰɢɨɧɚɪɧɵɯ ɫɥɭɱɚɣɧɵɯ ɫɢɝɧɚɥɨɜ
St
ɢ
ɧɚɜɯɨɞɟɢɜɵɯɨɞɟɤɚɧɚɥɚ
 Ɂɚɩɢɲɢɬɟ ɜɵɪɚɠɟɧɢɟ ɞɥɹ ɜɡɚɢɦɧɨɣ ɢɧɮɨɪɦɚɰɢɢ
I 86
ɦɟɠɞɭ ɫɨɜɨɤɭɩɧɨɫɬɹɦɢ ɨɬɫɱɟɬɨɜ ɫɢɝɧɚɥɨɜ ɧɚ ɜɵɯɨɞɟ ɢ ɜɯɨɞɟ ɝɚɭɫɫɨɜɫɤɨɝɨ ɤɚɧɚɥɚɫɜɹɡɢ
 Ⱦɚɣɬɟ ɨɩɪɟɞɟɥɟɧɢɟ ɫɤɨɪɨɫɬɢ ɩɟɪɟɞɚɱɢ ɢɧɮɨɪɦɚɰɢɢ ɩɨ
ɧɟɩɪɟɪɵɜɧɨɦɭɤɚɧɚɥɭɫɜɹɡɢ
 Ɂɚɩɢɲɢɬɟɜɵɪɚɠɟɧɢɟ ɞɥɹ ɫɪɟɞɧɟɣ ɫɤɨɪɨɫɬɢ ɩɟɪɟɞɚɱɢ ɢɧ
cc
II
ɮɨɪɦɚɰɢɢ
86
ɩɨɧɟɩɪɟɪɵɜɧɨɦɭɤɚɧɚɥɭɫɜɹɡɢ
 ɉɨ ɤɚɤɨɣɢɫɯɨɞɧɨɣ ɮɨɪɦɭɥɟɪɚɫɫɱɢɬɵɜɚɟɬɫɹ ɩɪɨɩɭɫɤɧɚɹ
ɫɩɨɫɨɛɧɨɫɬɶɝɚɭɫɫɨɜɫɤɨɝɨɤɚɧɚɥɚɫɜɹɡɢ"
 Ɂɚɩɢɲɢɬɟ ɜɵɪɚɠɟɧɢɟ ɞɥɹ ɞɢɮɮɟɪɟɧɰɢɚɥɶɧɨɣ ɷɧɬɪɨɩɢɢ
h 1
ɫɨɜɨɤɭɩɧɨɫɬɢɨɬɫɱɟɬɨɜɛɟɥɨɝɨɝɚɭɫɫɨɜɫɤɨɝɨɲɭɦɚ
 Ʉɚɤɢɦɢɞɨɥɠɧɵɛɵɬɶɷɧɟɪɝɟɬɢɱɟɫɤɢɣ ɫɩɟɤɬɪ ɢ ɚɜɬɨɤɨɪ ɪɟɥɹɰɢɨɧɧɚɹɮɭɧɤɰɢɹɝɚɭɫɫɨɜɫɤɨɝɨ ɫɢɝɧɚɥɚ ɧɚɜɯɨɞɟɤɚɧɚɥɚɱɬɨ ɛɵɞɢɮɮɟɪɟɧɰɢɚɥɶɧɚɹɷɧɬɪɨɩɢɹɫɨɜɨɤɭɩɧɨɫɬɢɟɝɨɨɬɫɱɟɬɨɜ ɛɵɥɚ ɦɚɤɫɢɦɚɥɶɧɨɣ"
 Ɂɚɩɢɲɢɬɟɮɨɪɦɭɥɭɒɟɧɧɨɧɚ ɞɥɹ ɩɪɨɩɭɫɤɧɨɣ ɫɩɨɫɨɛɧɨ ɫɬɢɱɚɫɬɨɬɧɨɨɝɪɚɧɢɱɟɧɧɨɝɨ ɤɚɧɚɥɚ ɫɩɨɫɬɨɹɧɧɵɦɢɩɚɪɚɦɟɬɪɚɦɢ ɢ ɚɞɞɢɬɢɜɧɵɦ ɛɟɥɵɦ ɝɚɭɫɫɨɜɫɤɢɦ ɲɭɦɨɦ ɜ ɡɚɜɢɫɢɦɨɫɬɢ ɨɬ ɨɬ ɧɨɲɟɧɢɹɫɢɝɧɚɥɲɭɦɩɨɦɨɳɧɨɫɬɢ
PP

UN
 Ʉɚɤɢɦ ɨɛɪɚɡɨɦ ɩɪɨɩɭɫɤɧɚɹɫɩɨɫɨɛɧɨɫɬɶ ɡɚɜɢɫɢɬ ɨɬɲɢ ɪɢɧɵɩɨɥɨɫɵɱɚɫɬɨɬɝɚɭɫɫɨɜɫɤɨɝɨɤɚɧɚɥɚɫɜɹɡɢ"
 ɉɪɢɜɟɞɢɬɟ ɜɵɪɚɠɟɧɢɟ ɞɥɹ ɝɪɚɧɢɰɵ ɒɟɧɧɨɧɚ ɨɩɪɟɞɟ ɥɹɸɳɟɣ ɩɪɨɩɭɫɤɧɭɸ ɫɩɨɫɨɛɧɨɫɬɶɝɚɭɫɫɨɜɫɤɨɝɨ ɤɚɧɚɥɚɫɜɹɡɢ ɛɟɡ ɱɚɫɬɨɬɧɵɯɨɝɪɚɧɢɱɟɧɢɣ
 Ʉɚɤɨɦɭ ɧɟɪɚɜɟɧɫɬɜɭ ɞɨɥɠɧɨ ɭɞɨɜɥɟɬɜɨɪɹɬɶ ɨɬɧɨɲɟɧɢɟ ɫɢɝɧɚɥɲɭɦ ɩɨ ɷɧɟɪɝɢɢ
 ɞɥɹ ɩɟɪɟɞɚɱɢ ɨɞɧɨɝɨ ɛɢɬɚɢɧɮɨɪɦɚ
h
b
ɰɢɢ"
 Ɂɚɩɢɲɢɬɟ ɜɵɪɚɠɟɧɢɟ ɨɩɪɟɞɟɥɹɸɳɟɟɡɚɜɢɫɢɦɨɫɬɶ ɨɬɧɨ ɲɟɧɢɹɫɢɝɧɚɥɲɭɦ
ɨɬɜɟɥɢɱɢɧɵ
h
b
FI
c

ɅɂɌȿɊȺɌɍɊȺ
 Ⱥɞɠɟɦɨɜ Ⱥ ɋ Ɉɛɳɚɹ ɬɟɨɪɢɹ ɫɜɹɡɢɍɱɟɛɧɢɤ ɞɥɹ ɜɭɡɨɜ
Ⱥ ɋ Ⱥɞɠɟɦɨɜ ȼ Ƚ ɋɚɧɧɢɤɨɜ ± Ɇ Ƚɨɪɹɱɚɹ ɥɢɧɢɹ ± Ɍɟɥɟ ɤɨɦ±  ɫ
 ȼɟɪɧɟɪ Ɇ Ɉɫɧɨɜɵ ɤɨɞɢɪɨɜɚɧɢɹɍɱɟɛɧɢɤ ɞɥɹ ɜɭɡɨɜ ± Ɇ
Ɍɟɯɧɨɫɮɟɪɚ± ɫ
 Ƚɢɥɚɬ Ⱥ 0$7/$% Ɍɟɨɪɢɹ ɢɩɪɚɤɬɢɤɚɟɢɡɞɉɟɪɫɚɧɝɥ
ɋɦɨɥɟɧɰɟɜɇ Ʉ± ɆȾɆɄɉɪɟɫɫ±  ɫ
 Ⱦɦɢɬɪɢɟɜ ȼ ɂɉɪɢɤɥɚɞɧɚɹɬɟɨɪɢɹɢɧɮɨɪɦɚɰɢɢ± Ɇȼɵɫɲ
ɲɤ± ɫ
 Ʉɨɥɟɫɧɢɤ ȼ Ⱦ Ʉɭɪɫ ɬɟɨɪɢɢ ɢɧɮɨɪɦɚɰɢɢ ȼ Ⱦ Ʉɨɥɟɫɧɢɤ
Ƚ ɒ ɉɨɥɬɵɪɟɜ± Ɇɇɚɭɤɚ±  ɫ
 Ʉɭɞɪɹɲɨɜ Ȼ Ⱦ Ɍɟɨɪɢɹ ɢɧɮɨɪɦɚɰɢɢ ɍɱɟɛɧɢɤ ɞɥɹ ɜɭɡɨɜ ±
ɋɉɛɉɢɬɟɪ±  ɫ
 Ɍɟɨɪɢɹɷɥɟɤɬɪɢɱɟɫɤɨɣɫɜɹɡɢɍɱɟɛɧɢɤ ɞɥɹ ɜɭɡɨɜ Ⱥ Ƚ Ɂɸɤɨ
Ⱦ Ⱦ Ʉɥɨɜɫɤɢɣ ȼ ɂ Ʉɨɪɠɢɤ Ɇ ȼ ɇɚɡɚɪɨɜ ± Ɇ Ɋɚɞɢɨ ɢ ɫɜɹɡɶ± ɫ
 Ɏɚɧɨ Ɋ ɉɟɪɟɞɚɱɚ ɢɧɮɨɪɦɚɰɢɢɋɬɚɬɢɫɬɢɱɟɫɤɚɹɬɟɨɪɢɹɫɜɹɡɢ
ɉɟɪ ɫ ɚɧɝɥ ɉɨɞ ɪɟɞ Ɋ Ʌ Ⱦɨɛɪɭɲɢɧɚ ± Ɇ Ɇɢɪ  ±
 ɫ
 &RYHU7 0 (OHPHQWV RI ,QIRUPDWLRQ 7KHRU\  70&RYHU
- $7KRPDVQG(G±1HZ<RUN:LOH\±  S
 *D]L2,QIRUPDWLRQ7KHRU\IRU(OHFWULFDO(QJLQHHUV±6LQJDSRUH
6SULQJHU±  S
ɈȽɅȺȼɅȿɇɂȿ
ɉɪɟɞɢɫɥɨɜɢɟ Ʌɚɛɨɪɚɬɨɪɧɚɹɪɚɛɨɬɚʋ
Ʉɨɥɢɱɟɫɬɜɨɢɧɮɨɪɦɚɰɢɢɢɷɧɬɪɨɩɢɹ
Ɍɟɨɪɟɬɢɱɟɫɤɢɟɫɜɟɞɟɧɢɹ
Ɋɚɫɱɟɬɧɵɟɡɚɞɚɧɢɹ
Ɉɬɱɟɬɢɤɨɧɬɪɨɥɶɧɵɟɜɨɩɪɨɫɵ
Ʌɚɛɨɪɚɬɨɪɧɚɹɪɚɛɨɬɚʋ ɋɨɜɦɟɫɬɧɚɹɢɭɫɥɨɜɧɚɹɷɧɬɪɨɩɢɹ
Ɍɟɨɪɟɬɢɱɟɫɤɢɟɫɜɟɞɟɧɢɹ
Ɋɚɫɱɟɬɧɵɟɡɚɞɚɧɢɹ
Ɉɬɱɟɬɢɤɨɧɬɪɨɥɶɧɵɟɜɨɩɪɨɫɵ
Ʌɚɛɨɪɚɬɨɪɧɚɹɪɚɛɨɬɚʋ Ⱦɢɫɤɪɟɬɧɵɟɢɫɬɨɱɧɢɤɢɢɧɮɨɪɦɚɰɢɢ
Ɍɟɨɪɟɬɢɱɟɫɤɢɟɫɜɟɞɟɧɢɹ
Ɋɚɫɱɟɬɧɵɟɡɚɞɚɧɢɹ
Ɉɬɱɟɬɢɤɨɧɬɪɨɥɶɧɵɟɜɨɩɪɨɫɵ
Ʌɚɛɨɪɚɬɨɪɧɚɹɪɚɛɨɬɚʋ ȾɢɫɤɪɟɬɧɵɟɢɫɬɨɱɧɢɤɢɆɚɪɤɨɜɚɩɟɪɜɨɝɨɩɨɪɹɞɤɚ
Ɍɟɨɪɟɬɢɱɟɫɤɢɟɫɜɟɞɟɧɢɹ
Ɋɚɫɱɟɬɧɵɟɡɚɞɚɧɢɹ
Ɉɬɱɟɬɢɤɨɧɬɪɨɥɶɧɵɟɜɨɩɪɨɫɵ
Ʌɚɛɨɪɚɬɨɪɧɚɹɪɚɛɨɬɚʋ Ⱦɢɫɤɪɟɬɧɵɟɤɚɧɚɥɵɫɜɹɡɢ
Ɍɟɨɪɟɬɢɱɟɫɤɢɟɫɜɟɞɟɧɢɹ
Ɋɚɫɱɟɬɧɵɟɡɚɞɚɧɢɹ
Ɉɬɱɟɬɢɤɨɧɬɪɨɥɶɧɵɟɜɨɩɪɨɫɵ
Ʌɚɛɨɪɚɬɨɪɧɚɹɪɚɛɨɬɚʋ ɇɟɩɪɟɪɵɜɧɵɟɢɫɬɨɱɧɢɤɢɢɧɮɨɪɦɚɰɢɢ
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Ɋɚɫɱɟɬɧɵɟɡɚɞɚɧɢɹ
Ɉɬɱɟɬɢɤɨɧɬɪɨɥɶɧɵɟɜɨɩɪɨɫɵ
Ʌɚɛɨɪɚɬɨɪɧɚɹɪɚɛɨɬɚʋ ɇɟɩɪɟɪɵɜɧɵɟɤɚɧɚɥɵɫɜɹɡɢ
Ɍɟɨɪɟɬɢɱɟɫɤɢɟɫɜɟɞɟɧɢɹ
Ɋɚɫɱɟɬɧɵɟɡɚɞɚɧɢɹ
Ɉɬɱɟɬɢɤɨɧɬɪɨɥɶɧɵɟɜɨɩɪɨɫɵ Ʌɢɬɟɪɚɬɭɪɚ
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