📄 d2cm.m
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function [acout,bc,cc,dc] = d2cm(a,b,c,d,Ts,method,w)
%D2CM Conversion of discrete LTI systems to continuous-time.
% [Ac,Bc,Cc,Dc] = D2CM(A,B,C,D,Ts,'method') converts the discrete-
% time state-space system to continuous-time using 'method':
% 'zoh' Convert to continuous time assuming a zero order
% hold on the inputs.
% 'tustin' Convert to continuous time using the bilinear
% (Tustin) approximation to the derivative.
% 'prewarp' Convert to continuous time using the bilinear
% (Tustin) approximation with frequency prewarping.
% Specify the critical frequency with an additional
% argument, i.e. D2CM(A,B,C,D,Ts,'prewarp',Wc)
% 'matched' Convert the SISO system to continuous time using
% the matched pole-zero method.
%
% [NUMc,DENc] = D2CM(NUM,DEN,Ts,'method') converts the discrete-time
% polynomial transfer function G(z) = NUM(z)/DEN(z) to continuous
% time, G(s) = NUMc(s)/DENc(s), using 'method'.
%
% Note: 'foh' is no longer available.
%
% See also: D2C, and C2DM.
% Clay M. Thompson 7-19-90
% Copyright (c) 1986-93 by the MathWorks, Inc.
error(nargchk(3,7,nargin));
tol = 1.e-4; % Tolerance for 'foh' integrator and zero checking
tf = 0;
% --- Determine which syntax is being used ---
if (nargin==3), % Transfer function without method, assume 'zoh'
[num,den] = tfchk(a,b);
Ts = c;
method = 'zoh';
[a,b,c,d] = tf2ss(num,den);
tf = 1;
elseif (nargin==4), % Transfer function with method.
[num,den] = tfchk(a,b);
Ts = c;
method = d;
[a,b,c,d] = tf2ss(num,den);
tf = 1;
elseif (nargin==5),
if isstr(d), % Transfer function with method and prewarp const.
[num,den] = tfchk(a,b);
w = Ts;
Ts = c;
method = d;
[a,b,c,d] = tf2ss(num,den);
tf = 1;
else % State space system without method, assume 'zoh'
error(abcdchk(a,b,c,d));
method = 'zoh';
end
else % State space system with method.
error(abcdchk(a,b,c,d));
end
[nx,na] = size(a);
[nb,nu] = size(b);
% --- Determine conversion method ---
if method(1)=='z', % Zero order hold approximation.
[ac,bc] = d2c(a,b,Ts);
cc = c; dc = d;
elseif method(1)=='f', % First order hold approximation.
error('Conversion to continuous time with ''foh'' is not available.')
elseif method(1)=='t', % Tustin approximation.
I = eye(nx);
r = 2/Ts;
P = inv(I + a);
ac = r*(a-I)*P;
bc = 2*P*b;
cc = r*c*P;
dc = d - c*P*b;
elseif method(1)=='p', % Tustin approximation with frequency prewarping.
if ~((nargin==5)|(nargin==7)),
error('The critical frequency must be specified when using ''prewarp''.');
end
T = 2*tan(w*Ts/2)/w; % Prewarp
I = eye(nx);
r = 2/T;
P = inv(I + a);
ac = r*(a-I)*P;
bc = 2*P*b;
cc = r*c*P;
dc = d - c*P*b;
elseif method(1)=='m', % Matched pole-zero approximation.
[ny,nu] = size(d);
if (ny>1)|(nu>1),
error('System must be SISO for matched pole-zero method.');
end
if tf,
z = roots(num); p = roots(den);
else
[z,p] = ss2zp(a,b,c,d,1);
end
z=esort(z); p = esort(p);
pc = log(p)./Ts;
zc = zeros(length(z),1);
zinf = (abs(z+1)<sqrt(eps)); % Fuzzy compare (z==-1)
if ~isempty(zc),
zc(~zinf) = log(z(~zinf))./Ts;
zc(zinf) = inf*ones(length(z(zinf)),1);
end
[ac,bc,cc,dc] = zp2ss(zc,pc,1);
% Match D.C. gain or gain at s=1 for singular systems.
if any(abs(p-1)<sqrt(eps)), % Match gain at s = 1.
w = exp(sqrt(-1)*Ts);
if tf,
kd = abs(polyval(num,w))/abs(polyval(den,w));
else
kd = abs(c/(eye(nx)*w-a)*b + d);
end
kc = cc/(eye(nx)-ac)*bc + dc;
else
if tf,
kd = sum(num')'/sum(den);
else
kd = c/(eye(nx)-a)*b + d;
end
kc = -cc/ac*bc + dc;
end
km = sqrt(abs(kd/kc));
sm = sign(kd/kc);
bc = bc.*km;
cc = cc.*km.*sm;
dc = dc.*km.*km.*sm;
else
error('Conversion method is unknown.');
end
if nargout==0, % Compare Bode or Singular value plots
[ny,nc] = size(c);
if (ny==1)&(nu==1), % Plot Bode plots
[magd,phased,wd] = dbode(a,b,c,d,Ts,1);
[magc,phasec,wc] = bode(ac,bc,cc,dc,1);
semilogx(wd,20*log10(magd),'-',wc,20*log10(magc),'--')
xlabel('Frequency (rad/sec)'), ylabel('Gain dB')
title('D2CM comparison plot')
else
[svd,wd] = dsigma(a,b,c,d,Ts);
[svc,wc] = sigma(ac,bc,cc,dc);
semilogx(wd,20*log10(svd),'-',wc,20*log10(svc),'--')
xlabel('Frequency (rad/sec)'), ylabel('Singular Values dB')
title('D2CM comparison plot')
end
return
end
if tf, % Convert to TF form for output
[ac,bc] = ss2tf(ac,bc,cc,dc,1);
end
acout = ac;
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