File: findx0BD.sci

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function [x0,B,D,V,rcnd]=findx0BD(A,C,y,u,withx0,withd,tol,printw)
x0=[];B=[];D=[];V=[];rcnd=[];
[nargout,nargin] = argn(0)
//FINDX0BD  Estimates the initial state and/or the matrices B and D of a
//          discrete-time linear system, given the (estimated) system
//          matrices A, C, and a set of input/output data.
// 
//        [X0,B,D] = FINDX0BD(A,C,Y,U,WITHX0,WITHD,TOL,PRINTW)  estimates the
//        initial state X0 and the matrices B and D of a discrete-time 
//        system using the system matrices A, C, output data Y and the input 
//        data U. The model structure is :
// 
//             x(k+1) = Ax(k) + Bu(k),   k >= 1,
//             y(k)   = Cx(k) + Du(k),
// 
//        The vectors y(k) and u(k) are transposes of the k-th rows of Y and U,
//        respectively.
// 
//        WITHX0 is a select for estimating the initial state x0.
//        WITHX0 = 1: estimate x0;
//               = 0: do not estimate x0.
//        Default:    WITHX0 = 1.
// 
//        WITHD  is a select for estimating the matrix D.
//        WITHD  = 1: estimate the matrix D;
//               = 0: do not estimate the matrix D.
//        Default:    WITHD = 1.
// 
//        TOL is the tolerance used for estimating the rank of matrices. 
//        If  TOL > 0,  then the given value of  TOL  is used as a lower bound
//        for the reciprocal condition number.
//        Default:    prod(size(matrix))*epsilon_machine where epsilon_machine
//                    is the relative machine precision.
// 
//        PRINTW is a select for printing the warning messages.
//        PRINTW = 1: print warning messages;
//               = 0: do not print warning messages.
//        Default:    PRINTW = 0.
// 
//        [x0,B,D,V,rcnd] = FINDX0BD(A,C,Y,U)  also returns the orthogonal
//        matrix V which reduces the system state matrix A to a real Schur
//        form, as well as some estimates of the reciprocal condition numbers
//        of the matrices involved in rank decisions.
// 
//            B = FINDX0BD(A,C,Y,U,0,0)  returns B only, and
//        [B,D] = FINDX0BD(A,C,Y,U,0)    returns B and D only. 
// 
//        See also FINDBD, INISTATE
// 
 
//        V. Sima 13-05-2000.
// 
//        For efficiency, most errors are checked in the mexfile findBD. 
// 
//        Revisions:
//        V. Sima, July 2000.
// 
ni = nargin;
nout = nargout;
if ni<4 then
  error('FINDX0BD needs at least 4 input parameters');
end
if nout<1 then
  error('FINDX0BD needs at least 1 output parameters');
end
// 
if ni<8 then
  printw = 0;
end
if ni<7 then tol = 0;end
if tol==[] then tol = 0;end
if ni<6 then 
  withd = 1;
elseif withd ==[] then
  withd = 1;
elseif (withd~=0)&(withd~=1) then
  error('withd could only be 0 or 1');
end
if ni<5 then  withx0 = 1;end
if withx0 ==[] then  withx0 = 1;end
job = withd+1;
// 
if withx0==1 then
  if withd==1 then
    [x0,B,D,Vl,rcndl] = findBD(withx0,1,job,A,C,y,u,tol,printw);
    if nout>3 then
      V = Vl;
    end
    if nout>4 then
      rcnd = rcndl;
    end
  else
    [x0,B,Vl,rcndl] = findBD(withx0,1,job,A,C,y,u,tol,printw);
    if nout>2 then
      D = Vl;
    end
    if nout>3 then
      V = rcndl;
    end
  end
else
  // Below, x0 means B, and B means D or V !
  if withd==1 then
    [x0,B,Vl,rcndl] = findBD(withx0,1,job,A,C,y,u,tol,printw);
    if nout>2 then
      D = Vl;
    end
    if nout>3 then
      V = rcndl;
    end
  else
    [x0,B,Vl] = findBD(withx0,1,job,A,C,y,u,tol,printw);
    if nout>2 then
      D = Vl;
    end
  end
end
// 
// end findx0BD
endfunction