# scipy.signal.invres

scipy.signal.invres(r, p, k, tol=0.001, rtype='avg')

  Compute b(s) and a(s) from partial fraction expansion.

  If M is the degree of numerator b and N the degree of denominator a:

              b(s)     b[0] s**(M) + b[1] s**(M-1) + ... + b[M]
      H(s) = ------ = ------------------------------------------
              a(s)     a[0] s**(N) + a[1] s**(N-1) + ... + a[N]

  then the partial-fraction expansion H(s) is defined as:

          r[0]       r[1]             r[-1]
      = -------- + -------- + ... + --------- + k(s)
        (s-p[0])   (s-p[1])         (s-p[-1])

  If there are any repeated roots (closer together than tol), then H(s) has terms like:

        r[i]      r[i+1]              r[i+n-1]
      -------- + ----------- + ... + -----------
      (s-p[i])  (s-p[i])**2          (s-p[i])**n

  This function is used for polynomials in positive powers of s or z, such as analog filters or digital filters in controls engineering. For negative powers of z (typical for digital filters in DSP), use `invresz`.

  Parameters
    r array_like

      Residues corresponding to the poles. For repeated poles, the residues must be ordered to correspond to ascending by power fractions.

    p array_like

      Poles. Equal poles must be adjacent.

    k array_like

      Coefficients of the direct polynomial term.

    tol float, optional

      The tolerance for two roots to be considered equal in terms of the distance between them. Default is 1e-3. See `unique_roots` for further details.

    rtype{‘avg’, ‘min’, ‘max’}, optional

      Method for computing a root to represent a group of identical roots. Default is ‘avg’. See `unique_roots` for further details.

  Returns
    b ndarray

      Numerator polynomial coefficients.

    a ndarray

      Denominator polynomial coefficients.

  See also

  `residue`, `invresz`, `unique_roots`

scipy.signal.residuez scipy.signal.invresz