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-#
-# Copyright 2004,2005,2009 Free Software Foundation, Inc.
-#
-# This file is part of GNU Radio
-#
-# GNU Radio is free software; you can redistribute it and/or modify
-# it under the terms of the GNU General Public License as published by
-# the Free Software Foundation; either version 3, or (at your option)
-# any later version.
-#
-# GNU Radio is distributed in the hope that it will be useful,
-# but WITHOUT ANY WARRANTY; without even the implied warranty of
-# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
-# GNU General Public License for more details.
-#
-# You should have received a copy of the GNU General Public License
-# along with GNU Radio; see the file COPYING. If not, write to
-# the Free Software Foundation, Inc., 51 Franklin Street,
-# Boston, MA 02110-1301, USA.
-#
-
-'''
-Routines for designing window functions.
-'''
-
-import math
-
-def izero(x):
- izeroepsilon = 1e-21
- halfx = x/2.0
- accum = u = n = 1
- while 1:
- temp = halfx/n
- n += 1
- temp *= temp
- u *= temp
- accum += u
- if u >= IzeroEPSILON*sum:
- break
- return accum
-
-def midm1(fft_size):
- return (fft_size - 1)/2
-
-def midp1(fft_size):
- return (fft_size+1)/2
-
-def freq(fft_size):
- return 2.0*math.pi/fft_size
-
-def rate(fft_size):
- return 1.0/(fft_size >> 1)
-
-def expn(fft_size):
- math.log(2.0)/(midn(fft_size) + 1.0)
-
-def hamming(fft_size):
- window = []
- for index in xrange(fft_size):
- window.append(0.54 - 0.46 * math.cos (2 * math.pi / fft_size * index)) # Hamming window
- return window
-
-def hanning(fft_size):
- window = []
- for index in xrange(fft_size):
- window.append(0.5 - 0.5 * math.cos (2 * math.pi / fft_size * index)) # von Hann window
- return window
-
-def welch(fft_size):
- window = [0 for i in range(fft_size)]
- j = fft_size-1
- for index in xrange(midn(fft_size)+1):
- window[j] = window[index] = (1.0 - math.sqrt((index - midm1(fft_size)) / midp1(fft_size)))
- j -= 1
- return window
-
-def parzen(fft_size):
- window = [0 for i in range(fft_size)]
- j = fft_size-1
- for index in xrange(midn(fft_size)+1):
- window[j] = window[index] = (1.0 - math.abs((index - midm1(fft_size)) / midp1(fft_size)))
- j -= 1
- return window
-
-def bartlett(fft_size):
- mfrq = freq(fft_size)
- angle = 0
- window = [0 for i in range(fft_size)]
- j = fft_size-1
- for index in xrange(midn(fft_size)+1):
- window[j] = window[index] = angle
- angle += freq
- j -= 1
- return window
-
-def blackman2(fft_size):
- mfrq = freq(fft_size)
- angle = 0
- window = [0 for i in range(fft_size)]
- j = fft_size-1
- for index in xrange(midn(fft_size)+1):
- cx = math.cos(angle)
- window[j] = window[index] = (.34401 + (cx * (-.49755 + (cx * .15844))))
- angle += freq
- j -= 1
- return window
-
-def blackman3(fft_size):
- mfrq = freq(fft_size)
- angle = 0
- window = [0 for i in range(fft_size)]
- j = fft_size-1
- for index in xrange(midn(fft_size)+1):
- cx = math.cos(angle)
- window[j] = window[index] = (.21747 + (cx * (-.45325 + (cx * (.28256 - (cx * .04672))))))
- angle += freq
- j -= 1
- return window
-
-def blackman4(fft_size):
- mfrq = freq(fft_size)
- angle = 0
- window = [0 for i in range(fft_size)]
- j = fft_size-1
- for index in xrange(midn(fft_size)+1):
- cx = math.cos(angle)
- window[j] = window[index] = (.084037 + (cx * (-.29145 + (cx * (.375696 + (cx * (-.20762 + (cx * .041194))))))))
- angle += freq
- j -= 1
- return window
-
-def exponential(fft_size):
- expsum = 1.0
- window = [0 for i in range(fft_size)]
- j = fft_size-1
- for index in xrange(midn(fft_size)+1):
- window[j] = window[i] = (expsum - 1.0)
- expsum *= expn(fft_size)
- j -= 1
- return window
-
-def riemann(fft_size):
- sr1 = freq(fft_size)
- window = [0 for i in range(fft_size)]
- j = fft_size-1
- for index in xrange(midn(fft_size)):
- if index == midn(fft_size):
- window[index] = window[j] = 1.0
- else:
- cx = sr1*midn(fft_size) - index
- window[index] = window[j] = math.sin(cx)/cx
- j -= 1
- return window
-
-def kaiser(fft_size,beta):
- ibeta = 1.0/izero(beta)
- inm1 = 1.0/(fft_size)
- window = [0 for i in range(fft_size)]
- for index in xrange(fft_size):
- window[index] = izero(beta*math.sqrt(1.0 - (index * inm1)*(index * inm1))) * ibeta
- return window
-
-# Closure to generate functions to create cos windows
-
-def coswindow(coeffs):
- def closure(fft_size):
- window = [0] * fft_size
- #print list(enumerate(coeffs))
- for w_index in range(fft_size):
- for (c_index, coeff) in enumerate(coeffs):
- window[w_index] += (-1)**c_index * coeff * math.cos(2.0*c_index*math.pi*(w_index+0.5)/(fft_size-1))
- return window
- return closure
-
-blackmanharris = coswindow((0.35875,0.48829,0.14128,0.01168))
-nuttall = coswindow((0.3635819,0.4891775,0.1365995,0.0106411)) # Wikipedia calls this Blackman-Nuttall
-nuttall_cfd = coswindow((0.355768,0.487396,0.144232,0.012604)) # Wikipedia calls this Nuttall, continuous first deriv
-flattop = coswindow((1.0,1.93,1.29,0.388,0.032)) # Flat top window, coeffs from Wikipedia
-rectangular = lambda fft_size: [1]*fft_size