bandPass

Return band pass filter roots as needed for block for given cut-off frequency

Information

This information is part of the Modelica Standard Library maintained by the Modelica Association.

The goal is to implement the filter in the following form:

  // complex conjugate poles:
  der(x1) = a*x1 - b*x2 + ku*u;
  der(x2) = b*x1 + a*x2;
       y  = k1*x1 + k2*x2;

            ku = (a^2 + b^2)/b
            k1 = cn/ku
            k2 = cn*a/(b*ku)

This representation has the following transfer function:

// complex conjugate poles
    s*x2 =  a*x2 + b*x1
    s*x1 = -b*x2 + a*x1 + ku*u
  or
    (s-a)*x2               = b*x1  ->  x2 = b/(s-a)*x1
    (s + b^2/(s-a) - a)*x1 = ku*u  ->  (s(s-a) + b^2 - a*(s-a))*x1  = ku*(s-a)*u
                                   ->  (s^2 - 2*a*s + a^2 + b^2)*x1 = ku*(s-a)*u
  or
    x1 = ku*(s-a)/(s^2 - 2*a*s + a^2 + b^2)*u
    x2 = b/(s-a)*ku*(s-a)/(s^2 - 2*a*s + a^2 + b^2)*u
       = b*ku/(s^2 - 2*a*s + a^2 + b^2)*u
    y  = k1*x1 + k2*x2
       = (k1*ku*(s-a) + k2*b*ku) / (s^2 - 2*a*s + a^2 + b^2)*u
       = (k1*ku*s + k2*b*ku - k1*ku*a) / (s^2 - 2*a*s + a^2 + b^2)*u
       = (cn*s + cn*a - cn*a) / (s^2 - 2*a*s + a^2 + b^2)*u
       = cn*s / (s^2 - 2*a*s + a^2 + b^2)*u

  comparing coefficients with
    y = cn*s / (s^2 + c1*s + c0)*u  ->  a = -c1/2
                                        b = sqrt(c0 - a^2)

  comparing with eigenvalue representation:
    (s - (a+jb))*(s - (a-jb)) = s^2 -2*a*s + a^2 + b^2
  shows that:
    a: real part of eigenvalue
    b: imaginary part of eigenvalue

Syntax

(a, b, ku, k1, k2) = bandPass(cr_in, c0_in, c1_in, f_min, f_max)

Inputs (5)

cr_in

Type: Real[:]

Description: Coefficients of real poles of base filter

c0_in

Type: Real[:]

Description: Coefficients of s^0 term of base filter if conjugate complex pole

c1_in

Type: Real[size(c0_in, 1)]

Description: Coefficients of s^1 term of base filter if conjugate complex pole

f_min

Type: Frequency (Hz)

Description: Band of band pass filter is f_min (A=-3db) .. f_max (A=-3db)

f_max

Type: Frequency (Hz)

Description: Upper band frequency

Outputs (5)

a

Type: Real[size(cr_in, 1) + 2 * size(c0_in, 1)]

Description: Real parts of complex conjugate eigenvalues

b

Type: Real[size(cr_in, 1) + 2 * size(c0_in, 1)]

Description: Imaginary parts of complex conjugate eigenvalues

ku

Type: Real[size(cr_in, 1) + 2 * size(c0_in, 1)]

Description: Gains of input terms

k1

Type: Real[size(cr_in, 1) + 2 * size(c0_in, 1)]

Description: Gains of y = k1*x1 + k2*x

k2

Type: Real[size(cr_in, 1) + 2 * size(c0_in, 1)]

Description: Gains of y = k1*x1 + k2*x