commit

MATLAB/common/data_gen.m

@@ -122,14 +122,14 @@ N = max(N,-X_theo);
 
 X = W.*(X_theo+N); % Data matrix X
 
-%% Calibration parameters
-
-% % Common parameters
 Omega_G = [ones(s_n,1),W(:,(N_Cpt+1)*(1:N_sousCpt))]; % Mask on known values in G (see eq.(14) of [1])
 Omega_F = zeros(N_sousCpt+1,N_sousCpt*(N_Cpt+1)); 
 Omega_F(:,(N_Cpt+1)*(1:N_sousCpt)) = 1; % Mask on known values in F (see eq.(15) of [1])
 Phi_G = [ones(s_n,1),X(:,(N_Cpt+1)*(1:N_sousCpt))]; % Known values in G (see eq.(14) of [1])
 Phi_F = F_theo .* Omega_F; % Known values in F (see eq.(15) of [1])
+
+%% Initialization
+
 Ginit = ones(s_n,1);
 for sensor = 1:N_sousCpt
     g = zeros(s_n,1);
@@ -169,7 +169,7 @@ for sen = 1:N_sousCpt
 %             finit_nosen = rand(1,N_Cpt).*C/(sqrt(N_sousCpt)*maxPhen_nosen);
 %             other_finit = cat(2, finit_nosen, 0);
 %             Finit(sor+1, (sen-1)*(N_Cpt+1)+1:sen*(N_Cpt+1)) = other_finit;
-            Finit(sor+1, (sen-1)*(N_Cpt+1)+1:sen*(N_Cpt+1)) = zeros(1,N_Cpt+1);
+            Finit(sor+1, (sen-1)*(N_Cpt+1)+1:sen*(N_Cpt+1)) = zeros(1,N_Cpt+1); % initialization of other dependencies at zero
         end
     end
 end