Poisson window

4

The coefficients of the Poisson window, also called the exponential window, are given by the following formula

Poisson window formula

where N is the length of the filter, M = (N – 1) / 2, k = 0, 1, …, N – 1, and, typically, 0  α < 1. α is often set to 2 D / 8.69, were D is the desired decay of the window in decibels over half of the window length.

The multiplication of the Poisson window with the Hann window produces the hybrid Hann-Poisson window.

Consider a finite impulse response (FIR) low pass filter of length N = 201. The following is the Poisson window with α = 0.5.

Poisson window

Given a sampling frequency of 2000 Hz and a filter cutoff frequency of 40 Hz, the impulse response of the filter with a rectangular window (with no window) and with the Poisson window is as follows.

Impulse response of a low pass filter with and without the Poisson window

The magnitude response of the same filter is shown on the graph below.

Magnitude response of a low pass filter with and without the Poisson window

As the parameter α becomes larger, the transition band of the filter with the Poisson window becomes wider and the Gibbs phenomenon ripples in the pass band become smaller. At α = 0, the Poisson window becomes the rectangular window.

The following is the Poisson window with N = 201 and at three different values of α (0.2, 0.5, and 0.8).

Poisson window at three different alphas

The magnitude response of a filter at these values of α, given a sampling frequency of 2000 Hz and a cutoff frequency of 40 Hz, is shown below.

Magnitude response of the Poisson window at three different alphas

Measures for the Poisson window

The following is a comparison of the discrete Fourier transform of the Poisson window (α = 0.4) and the rectangular window.

Discrete Fourier transform of the Poisson window

The Poisson window measures are as follows.


α0.20.50.8
Coherent gain0.910.790.69
Equivalent noise bandwidth1.001.021.05
Processing gain-0.01 dB-0.09 dB-0.22 dB
Scalloping loss-3.69 dB-3.36 dB-3.05 dB
Worst case processing loss-3.70 dB-3.45 dB-3.27 dB
Highest sidelobe level-14.7 dB-17.5 dB-19.9 dB
Sidelobe falloff-6.1 dB / octave, -20.3 dB / decade-6.3 dB / octave, -20.8 dB / decade-6.4 dB / octave, -21.4 dB / decade
Main lobe is -3 dB0.90 bins0.94 bins1.00 bins
Main lobe is -6 dB1.24 bins1.30 bins1.36 bins
Overlap correlation at 50% overlap0.4970.4800.450
Amplitude flatness at 50% overlap0.9950.9700.925
Overlap correlation at 75% overlap0.7730.7940.799
Amplitude flatness at 75% overlap0.9990.9920.980


  Rating
Rate This Page: Poor Great   |  Rate Content |
Average rating:  4   
00010
12345
Number of Ratings : 1
  Comments
Add Comment
No Comments Yet


Copyright 2006 by Kaliopa Publishing, LLC