1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
|
#
# Copyright 2008 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.
#
from gnuradio import gr
from gnuradio import blocks
import sys, math
import fft_swig as fft
from fft_swig import window
try:
from gnuradio import filter
except ImportError:
sys.stderr.write('fft.logpwrfft required gr-filter.\n')
sys.exit(1)
class _logpwrfft_base(gr.hier_block2):
"""
Create a log10(abs(fft)) stream chain, with real or complex input.
"""
def __init__(self, sample_rate, fft_size, ref_scale, frame_rate, avg_alpha, average, win=None):
"""
Create an log10(abs(fft)) stream chain.
Provide access to the setting the filter and sample rate.
Args:
sample_rate: Incoming stream sample rate
fft_size: Number of FFT bins
ref_scale: Sets 0 dB value input amplitude
frame_rate: Output frame rate
avg_alpha: FFT averaging (over time) constant [0.0-1.0]
average: Whether to average [True, False]
win: the window taps generation function
"""
gr.hier_block2.__init__(self, self._name,
gr.io_signature(1, 1, self._item_size), # Input signature
gr.io_signature(1, 1, gr.sizeof_float*fft_size)) # Output signature
self._sd = blocks.stream_to_vector_decimator(item_size=self._item_size,
sample_rate=sample_rate,
vec_rate=frame_rate,
vec_len=fft_size)
if win is None: win = window.blackmanharris
fft_window = win(fft_size)
fft = self._fft_block[0](fft_size, True, fft_window)
window_power = sum(map(lambda x: x*x, fft_window))
c2magsq = blocks.complex_to_mag_squared(fft_size)
self._avg = filter.single_pole_iir_filter_ff(1.0, fft_size)
self._log = blocks.nlog10_ff(10, fft_size,
-20*math.log10(fft_size) # Adjust for number of bins
-10*math.log10(window_power/fft_size) # Adjust for windowing loss
-20*math.log10(ref_scale/2)) # Adjust for reference scale
self.connect(self, self._sd, fft, c2magsq, self._avg, self._log, self)
self._average = average
self._avg_alpha = avg_alpha
self.set_avg_alpha(avg_alpha)
self.set_average(average)
def set_decimation(self, decim):
"""
Set the decimation on stream decimator.
Args:
decim: the new decimation
"""
self._sd.set_decimation(decim)
def set_vec_rate(self, vec_rate):
"""
Set the vector rate on stream decimator.
Args:
vec_rate: the new vector rate
"""
self._sd.set_vec_rate(vec_rate)
def set_sample_rate(self, sample_rate):
"""
Set the new sampling rate
Args:
sample_rate: the new rate
"""
self._sd.set_sample_rate(sample_rate)
def set_average(self, average):
"""
Set the averaging filter on/off.
Args:
average: true to set averaging on
"""
self._average = average
if self._average:
self._avg.set_taps(self._avg_alpha)
else:
self._avg.set_taps(1.0)
def set_avg_alpha(self, avg_alpha):
"""
Set the average alpha and set the taps if average was on.
Args:
avg_alpha: the new iir filter tap
"""
self._avg_alpha = avg_alpha
self.set_average(self._average)
def sample_rate(self):
"""
Return the current sample rate.
"""
return self._sd.sample_rate()
def decimation(self):
"""
Return the current decimation.
"""
return self._sd.decimation()
def frame_rate(self):
"""
Return the current frame rate.
"""
return self._sd.frame_rate()
def average(self):
"""
Return whether or not averaging is being performed.
"""
return self._average
def avg_alpha(self):
"""
Return averaging filter constant.
"""
return self._avg_alpha
class logpwrfft_f(_logpwrfft_base):
"""
Create an fft block chain, with real input.
"""
_name = "logpwrfft_f"
_item_size = gr.sizeof_float
_fft_block = (fft.fft_vfc, )
class logpwrfft_c(_logpwrfft_base):
"""
Create an fft block chain, with complex input.
"""
_name = "logpwrfft_c"
_item_size = gr.sizeof_gr_complex
_fft_block = (fft.fft_vcc, )
|