function varargout = etfe(varargin) // Estimate empirical transfer function // // Calling Sequence // frdData = etfe(plantData,n) // Parameters // plantData : iddata type // n : frequency sample spacing, default value is 128 // frdData : frd type object // Description // etfe function takes time domain plant data,iddata type, and estimate the empirical transfer function by taking the ratio of the fourier transforms // of the output and the input variables // Examples // a = [1 0.2];b = [0 0.2 0.3]; // sys = idpoly(a,b,'Ts',0.1) // u = idinput(1024,'PRBS',[0 1/20],[-1 1]) // y = sim(u,sys)+rand(1024,1) // plantData = iddata(y,u,0.1) // frdData = etfe(plantData) // Authors // Ashutosh Kumar Bhargava,Bhushan Manjarekar [lhs,rhs] = argn() if rhs > 2 || rhs < 1 then error(msprintf(gettext("%s:Wrong number of input arguments.\n"),"etfe")) end data = varargin(1) if typeof(data) <> "iddata" then error(msprintf(gettext("%s:Plant time series data must be ""iddata"" type.\n"),"etfe")) end if rhs == 1 then n = 128 elseif rhs == 2 then n = varargin(2) end y = data.OutputData; u = data.InputData; if ~size(u,'r') then error(msprintf(gettext("%s:Non zero input data point needed.\n"),"etfe")) elseif ~size(y,'r') then error(msprintf(gettext("%s:Non zero output data point needed.\n"),"etfe")) end N = size(y,'r') y1 = y((1:ceil((N-1)/(n-1)):N));u1 = u((1:ceil((N-1)/(n-1)):N)) y1($) = y(N);u1($) = u(N) data12 = [y1,u1] z = [fft(y1),fft(u1)] z = z/size(z,'r') magData1 = abs(z(:,1));magData2 = abs(z(:,2)) argData1 = phasemag(z(:,1),'m');argData2 = phasemag(z(:,2),'m') magData = magData1./magData2;argData = argData1-argData2 argData = [cosd(argData) sind(argData)] data = [magData.*argData(:,1) magData.*argData(:,2)] output = data(:,1)+%i*data(:,2) resp = output(1:ceil(length(output)/2)) frq = (1: ceil(n/2)) * %pi/floor(n/2) output = frd(frq',resp,1) varargout(1)= output endfunction