annotate m-toolbox/classes/+utils/@math/pfallpsymz.m @ 52:daf4eab1a51e database-connection-manager tip

Fix. Default password should be [] not an empty string
author Daniele Nicolodi <nicolodi@science.unitn.it>
date Wed, 07 Dec 2011 17:29:47 +0100
parents f0afece42f48
children
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0
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Daniele Nicolodi <nicolodi@science.unitn.it>
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1 % PFALLPSYMZ all pass filtering in order to stabilize TF poles and zeros.
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Daniele Nicolodi <nicolodi@science.unitn.it>
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2 %
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Daniele Nicolodi <nicolodi@science.unitn.it>
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3 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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Daniele Nicolodi <nicolodi@science.unitn.it>
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4 % DESCRIPTION:
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Daniele Nicolodi <nicolodi@science.unitn.it>
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5 %
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Daniele Nicolodi <nicolodi@science.unitn.it>
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6 % All pass filtering in order to stabilize transfer functions poles.
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Daniele Nicolodi <nicolodi@science.unitn.it>
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7 % It inputs a partial fraction expanded discrete model and outpu
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Daniele Nicolodi <nicolodi@science.unitn.it>
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8 % residues, poles direct terms and frequency response of the stabilized
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Daniele Nicolodi <nicolodi@science.unitn.it>
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9 % model. Function can handle multiple models with common poles.
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Daniele Nicolodi <nicolodi@science.unitn.it>
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10 %
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Daniele Nicolodi <nicolodi@science.unitn.it>
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11 % CALL:
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Daniele Nicolodi <nicolodi@science.unitn.it>
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12 %
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Daniele Nicolodi <nicolodi@science.unitn.it>
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13 % [nr,np,nd,resp] = pfallpsymz(r,p,d,f,fs)
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Daniele Nicolodi <nicolodi@science.unitn.it>
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14 %
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Daniele Nicolodi <nicolodi@science.unitn.it>
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15 % INPUTS:
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Daniele Nicolodi <nicolodi@science.unitn.it>
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16 %
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Daniele Nicolodi <nicolodi@science.unitn.it>
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17 % r: are residues. (Npx1) or (NpxM) vector
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Daniele Nicolodi <nicolodi@science.unitn.it>
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18 % p: are poles. (Npx1) vector
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Daniele Nicolodi <nicolodi@science.unitn.it>
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19 % d: is direct term (1x1) or (1xM) vector
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Daniele Nicolodi <nicolodi@science.unitn.it>
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20 % mresp: input model response. (Nx1) or (NxM) vector
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Daniele Nicolodi <nicolodi@science.unitn.it>
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21 % f: is the frequancies vector in (Hz). (Nx1) vector
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Daniele Nicolodi <nicolodi@science.unitn.it>
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22 % fs: is the sampling frequency in (Hz). (1x1)
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Daniele Nicolodi <nicolodi@science.unitn.it>
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23 %
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Daniele Nicolodi <nicolodi@science.unitn.it>
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24 % OUTPUTS:
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Daniele Nicolodi <nicolodi@science.unitn.it>
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25 %
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Daniele Nicolodi <nicolodi@science.unitn.it>
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26 % nr: new residues. (Npx1) or (NpxM) vector
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Daniele Nicolodi <nicolodi@science.unitn.it>
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27 % np: new stable poles. (Npx1) vector
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Daniele Nicolodi <nicolodi@science.unitn.it>
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28 % nd: new direct term. (1x1) or (1xM) vector
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Daniele Nicolodi <nicolodi@science.unitn.it>
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29 % nmresp: new model response. (Nx1) or (NxM) vector
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Daniele Nicolodi <nicolodi@science.unitn.it>
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30 %
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Daniele Nicolodi <nicolodi@science.unitn.it>
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31 % NOTE:
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Daniele Nicolodi <nicolodi@science.unitn.it>
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32 %
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Daniele Nicolodi <nicolodi@science.unitn.it>
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33 % This function make use of symbolic math toolbox functions
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Daniele Nicolodi <nicolodi@science.unitn.it>
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34 %
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Daniele Nicolodi <nicolodi@science.unitn.it>
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35 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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Daniele Nicolodi <nicolodi@science.unitn.it>
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36 % VERSION: $Id: pfallpsymz.m,v 1.5 2008/11/10 15:40:11 luigi Exp $
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Daniele Nicolodi <nicolodi@science.unitn.it>
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37 %
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Daniele Nicolodi <nicolodi@science.unitn.it>
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38 % HISTORY: 12-09-2008 L Ferraioli
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Daniele Nicolodi <nicolodi@science.unitn.it>
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39 % Creation
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Daniele Nicolodi <nicolodi@science.unitn.it>
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40 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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Daniele Nicolodi <nicolodi@science.unitn.it>
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41 function [nr,np,nd,nmresp] = pfallpsymz(r,p,d,mresp,f,fs)
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Daniele Nicolodi <nicolodi@science.unitn.it>
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42
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Daniele Nicolodi <nicolodi@science.unitn.it>
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43 % Reshaping
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Daniele Nicolodi <nicolodi@science.unitn.it>
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44 [a,b] = size(r);
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Daniele Nicolodi <nicolodi@science.unitn.it>
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45 if a<b
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Daniele Nicolodi <nicolodi@science.unitn.it>
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46 r = r.'; % reshape as a column vector
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Daniele Nicolodi <nicolodi@science.unitn.it>
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47 end
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Daniele Nicolodi <nicolodi@science.unitn.it>
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48
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Daniele Nicolodi <nicolodi@science.unitn.it>
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49 [a,b] = size(p);
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Daniele Nicolodi <nicolodi@science.unitn.it>
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50 if a<b
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Daniele Nicolodi <nicolodi@science.unitn.it>
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51 p = p.'; % reshape as a column vector
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Daniele Nicolodi <nicolodi@science.unitn.it>
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52 end
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Daniele Nicolodi <nicolodi@science.unitn.it>
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53
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Daniele Nicolodi <nicolodi@science.unitn.it>
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54 [a,b] = size(f);
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Daniele Nicolodi <nicolodi@science.unitn.it>
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55 if a<b
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Daniele Nicolodi <nicolodi@science.unitn.it>
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56 f = f.'; % reshape as a column vector
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Daniele Nicolodi <nicolodi@science.unitn.it>
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57 end
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Daniele Nicolodi <nicolodi@science.unitn.it>
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58
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Daniele Nicolodi <nicolodi@science.unitn.it>
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59 [a,b] = size(f);
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Daniele Nicolodi <nicolodi@science.unitn.it>
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60 if a<b
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Daniele Nicolodi <nicolodi@science.unitn.it>
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61 f = f.'; % reshape as a column vector
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Daniele Nicolodi <nicolodi@science.unitn.it>
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62 end
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Daniele Nicolodi <nicolodi@science.unitn.it>
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63
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Daniele Nicolodi <nicolodi@science.unitn.it>
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64 [a,b] = size(d);
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Daniele Nicolodi <nicolodi@science.unitn.it>
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65 if a > b
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Daniele Nicolodi <nicolodi@science.unitn.it>
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66 d = d.'; % reshape as a row
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Daniele Nicolodi <nicolodi@science.unitn.it>
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67 d = d(1,:); % taking the first row (the function can handle only simple constant direct terms)
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Daniele Nicolodi <nicolodi@science.unitn.it>
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68 end
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Daniele Nicolodi <nicolodi@science.unitn.it>
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69
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Daniele Nicolodi <nicolodi@science.unitn.it>
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70 if isempty(fs)
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Daniele Nicolodi <nicolodi@science.unitn.it>
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71 fs = 1;
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Daniele Nicolodi <nicolodi@science.unitn.it>
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72 end
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Daniele Nicolodi <nicolodi@science.unitn.it>
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73 [a,b] = size(fs);
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Daniele Nicolodi <nicolodi@science.unitn.it>
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74 if a ~= b
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Daniele Nicolodi <nicolodi@science.unitn.it>
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75 disp(' Fs has to be a number. Only first term will be considered! ')
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Daniele Nicolodi <nicolodi@science.unitn.it>
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76 fs = fs(1);
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Daniele Nicolodi <nicolodi@science.unitn.it>
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77 end
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Daniele Nicolodi <nicolodi@science.unitn.it>
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78
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Daniele Nicolodi <nicolodi@science.unitn.it>
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79 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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Daniele Nicolodi <nicolodi@science.unitn.it>
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80 f = sym(f,'f');
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Daniele Nicolodi <nicolodi@science.unitn.it>
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81 fs = sym(fs,'f');
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Daniele Nicolodi <nicolodi@science.unitn.it>
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82 syms z
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Daniele Nicolodi <nicolodi@science.unitn.it>
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83 p = sym(p,'f');
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Daniele Nicolodi <nicolodi@science.unitn.it>
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84
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Daniele Nicolodi <nicolodi@science.unitn.it>
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85 % stabilize poles
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Daniele Nicolodi <nicolodi@science.unitn.it>
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86 sp = p;
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Daniele Nicolodi <nicolodi@science.unitn.it>
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87 unst = abs(double(sp)) > 1;
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Daniele Nicolodi <nicolodi@science.unitn.it>
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88 sp(unst) = 1./conj(sp(unst));
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Daniele Nicolodi <nicolodi@science.unitn.it>
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89 skp = prod(1./conj(p(unst)));
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Daniele Nicolodi <nicolodi@science.unitn.it>
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90
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Daniele Nicolodi <nicolodi@science.unitn.it>
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91 [Na,Nb] = size(r);
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Daniele Nicolodi <nicolodi@science.unitn.it>
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92
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Daniele Nicolodi <nicolodi@science.unitn.it>
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93 for nn = 1:Nb
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Daniele Nicolodi <nicolodi@science.unitn.it>
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94
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Daniele Nicolodi <nicolodi@science.unitn.it>
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95 % pp = p(unst);
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Daniele Nicolodi <nicolodi@science.unitn.it>
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96 % psp = sp(unst);
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Daniele Nicolodi <nicolodi@science.unitn.it>
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97 % tterm = 1;
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Daniele Nicolodi <nicolodi@science.unitn.it>
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98 % for ii = 1:length(pp)
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Daniele Nicolodi <nicolodi@science.unitn.it>
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99 % tterm = tterm.*(z-pp(ii))./(z-psp(ii));
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Daniele Nicolodi <nicolodi@science.unitn.it>
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100 % end
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Daniele Nicolodi <nicolodi@science.unitn.it>
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101 %
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Daniele Nicolodi <nicolodi@science.unitn.it>
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102 % s = cos((2*pi/fs).*f) + 1i.*sin((2*pi/fs).*f);
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Daniele Nicolodi <nicolodi@science.unitn.it>
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103 % allresp = subs(tterm,z,s);
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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104 % phs = angle(allresp);
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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105 % nmresp(:,nn) = mresp(:,nn).*(cos(phs)+1i.*sin(phs));
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Daniele Nicolodi <nicolodi@science.unitn.it>
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106 % np = double(sp);
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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107
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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108 % digits(100)
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Daniele Nicolodi <nicolodi@science.unitn.it>
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109 % Defining inputs as symbolic variable
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Daniele Nicolodi <nicolodi@science.unitn.it>
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110 rt = sym(r(:,nn),'f');
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Daniele Nicolodi <nicolodi@science.unitn.it>
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111 % p = sym(p,'f');
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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112 dt = sym(d(1,nn),'f');
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Daniele Nicolodi <nicolodi@science.unitn.it>
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113 % f = sym(f,'f');
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Daniele Nicolodi <nicolodi@science.unitn.it>
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114 % fs = sym(fs,'f');
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Daniele Nicolodi <nicolodi@science.unitn.it>
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115 % syms z
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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116
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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117 % Function gain coefficient
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Daniele Nicolodi <nicolodi@science.unitn.it>
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118 k = sum(rt)+dt;
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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119
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Daniele Nicolodi <nicolodi@science.unitn.it>
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120 Np = length(p);
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Daniele Nicolodi <nicolodi@science.unitn.it>
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121
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Daniele Nicolodi <nicolodi@science.unitn.it>
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122 % Defining the symbolic transfer function
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Daniele Nicolodi <nicolodi@science.unitn.it>
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123 vter = rt.*z./(z-p);
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Daniele Nicolodi <nicolodi@science.unitn.it>
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124 vter = [vter; dt];
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Daniele Nicolodi <nicolodi@science.unitn.it>
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125 Mter = diag(vter);
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Daniele Nicolodi <nicolodi@science.unitn.it>
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126 H = trace(Mter);
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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127
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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128 % Factorizing the transfer function
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Daniele Nicolodi <nicolodi@science.unitn.it>
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129 HH = factor(H);
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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130
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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131 % Extracting numerator and denominator
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Daniele Nicolodi <nicolodi@science.unitn.it>
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132 [N,D] = numden(HH);
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Daniele Nicolodi <nicolodi@science.unitn.it>
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133
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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134 % Symbolci calculation of function zeros
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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135 cN = coeffs(expand(N),z);
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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136 n = length(cN);
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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137 cN2 = -1.*cN(2:end)./cN(1);
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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138 A = sym(diag(ones(1,n-2),-1));
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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139 A(1,:) = cN2;
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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140 zrs = eig(A);
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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141 if double(d) == 0
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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142 zrs = [zrs; sym(0,'f')];
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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143 end
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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144
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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145 % % stabilize zeros
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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146 % szrs = zrs;
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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147 % unst = abs(double(szrs)) > 1;
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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148 % szrs(unst) = 1./conj(szrs(unst));
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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149 % skz = prod(conj(zrs(unst)));
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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150
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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151 % % stabilize poles
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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152 % sp = p;
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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153 % unst = abs(double(sp)) > 1;
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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154 % sp(unst) = 1./conj(sp(unst));
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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155 % skp = prod(1./conj(p(unst)));
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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156
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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157 % Correcting for some special cases
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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158 % if isempty(skz)
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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159 % skz = sym(1,'f');
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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160 % end
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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161 if isempty(skp)
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Daniele Nicolodi <nicolodi@science.unitn.it>
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162 skp = sym(1,'f');
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Daniele Nicolodi <nicolodi@science.unitn.it>
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163 end
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Daniele Nicolodi <nicolodi@science.unitn.it>
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164 if isempty(k)
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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165 k = sym(1,'f');
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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166 end
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Daniele Nicolodi <nicolodi@science.unitn.it>
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167
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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168 % Calculating new gain
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Daniele Nicolodi <nicolodi@science.unitn.it>
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169 % sk = real(k*skz*skp);
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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170 sk = real(k*skp);
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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171
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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172 HHHn = sym(1,'f');
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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173
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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174 for jj = 1:Np
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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175 HHHn = HHHn.*(z-zrs(jj));
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Daniele Nicolodi <nicolodi@science.unitn.it>
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176 tsp = sp;
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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177 tsp(jj) = [];
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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178 tHHHd = sym(1,'f');
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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179 for kk = 1:Np-1
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Daniele Nicolodi <nicolodi@science.unitn.it>
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180 tHHHd = tHHHd.*(z-tsp(kk));
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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181 end
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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182 HHHd(jj,1) = tHHHd;
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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183
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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184 end
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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185
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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186 for jj = 1:Np
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Daniele Nicolodi <nicolodi@science.unitn.it>
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187 sr(jj,1) = subs(sk*HHHn/(z*HHHd(jj,1)),z,sp(jj));
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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188 end
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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189
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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190 np = double(sp);
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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191 for kk = 1:Np
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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192 if imag(np(kk)) == 0
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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193 sr(kk) = real(sr(kk));
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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194 end
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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195 end
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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196
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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197 nr(:,nn) = double(sr);
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Daniele Nicolodi <nicolodi@science.unitn.it>
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198 nd(:,nn) = double(dt);
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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199
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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200 % Model evaluation
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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201 pfparams.type = 'disc';
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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202 pfparams.freq = f;
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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203 pfparams.fs = fs;
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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204 pfparams.res = nr(:,nn);
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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205 pfparams.pol = np;
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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206 pfparams.dterm = nd(:,nn);
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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207 pfr = utils.math.pfresp(pfparams);
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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208 resp = pfr.resp;
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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209
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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210 ratio = mean(abs(mresp(:,nn))./abs(resp));
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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211 resp = resp.*ratio;
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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212 nr(:,nn) = nr(:,nn).*ratio;
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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213 nd(:,nn) = nd(:,nn).*ratio;
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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214 nmresp(:,nn) = resp;
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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215
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Daniele Nicolodi <nicolodi@science.unitn.it>
parents:
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216 end