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Digital FIR Filter Design   38




                      to arrange the equations so those tap coefficients up to the ”zero time” sample
                      are  calculated.  For  an  odd  number  of  taps,  these  coefficients  are  h(0) to
                      A([lV-  1]/2), where h(0) is the first sample and h(N- 1) is the last. The remaining
                      tap coefficients can be equated to corresponding values either side of the “zero
                      time” sample, thus: h(0) = h(N-  1); /?(I) = h(N- 2); h(2) = h(N- 3); and so forth.

                      Filters with an odd number of  taps have the “zero rime” coefficient occurring
                      at h([N- 11/21. On either side of  this tap we  have h([N- 1]/2 - 1) = h([N- 1]/1
                      + 1). For example, if N= 21, the “zero time” coefficient is h(10). On either side
                      of  this, the coefficient of h(9) equals that of h(1 l), the coefficient of k(8) equals
                      i1(12), and so on.
                      For filter with an even number  of  taps, there is no tap at h([N - 1]/2), nor is
                      there ip “zero time” coefficient. However, there are taps symmetrically on either
                      side of  this point, at h([N - 2]/2) and h([N - 23/2 + 1). For example, if N = 20,
                      the coefficient of h(9) equals that of h(10). “Zero time” is midway between h(9)
                      and h( 10).



                      Window Types

                      1  Rectangular Window
                      The rectangular window has a value of unity over the whole of its length. The
                      sinc(x) function is used for the filter coefficients, but outside the window they
                      are set to zero.




                      Using the rectangular window, the first side-lobe stopband attenuation is limited
                      to  13.2dB, increasing by 6dB per octave at higher frequencies.


                      2 Triangular (Bartlett) Window
                      The triangular window has coefficients that decrease linearly on either side of
                      the zero time value. The first side-lobe stopband attenuation is limited to 27 dB
                      for this window, which increases by  12dB per octave for higher frequencies. One
                      way of  calcuiating the tap coefficients is to simply scale the values so that they
                      end up at zero:

                            k(~ 1.0 - /nl/(N - 1) ‘2,
                               j
                                =
                            i~ = -(N - 1)/2, - (N - 3),’2,. . . - 1,0,1,  ~. . (N - 3),‘2, (N - 1)/’2.
                      The value of  h(rz) falls by  0.1 per  tap, either  side of  the zero time coefficient
                      (which  has  a  value  of  1). At  the  window  edge,  when  n  = -(N  - 1)/2  and
                      (N - 1)/2, the window coefficient is equal to zero. This is a waste of  computing
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