Table 1.
Frequency responses of the differencing schemes
Type of differencing | Fourier domain expression | ||
---|---|---|---|
D1 | No subtraction |
|
|
D2 | Pairwise subtraction | Y2(ejω) = 0.5·[ Y(ejω/2)(1-ejω/2) + Y(ej(ω+ 2π)/2)(1-ej(ω+2π)/2)] | |
D3 | Running subtraction | Y3(ejω) = Y(ej(ω+π))(1-ej(ω+π)) | |
D4 | Surround subtraction | Y4(ejω) = Y(ej (ω+π))(− 1 + 2ej(ω+π) − e 2j(ω+π)) | |
D5 | Sinc subtraction | Y5(ejω) = Y2(ej 2ω)S(ejω )* |
Y2z = is the Fourier transform of y2z[n], which is in turn the same as y2[n] (the time domain output of the pairwise subtraction case) but zero filled between samples. In an ideal case (an Infinite Impulse Response filter), S would be a perfect rect function but, depending on the implementation, it is the Fourier transform of a truncated sinc function instead, and is dependent on the choice of truncated sinc.