Revision 959bcd43ca73d5cbb0ec4aa82f47c70d1abb37f7 authored by Larne Pekowsky on 22 September 2015, 19:07:33 UTC, committed by Larne Pekowsky on 22 September 2015, 19:07:33 UTC
1 parent 4451371
overlap.py
from pycbc.waveform import get_td_waveform
from pycbc.filter import match, overlap
from pycbc.psd import aLIGOZeroDetHighPower
# Buffer size in seconds. This is presumed to be
# longer than the longest waveform.
time_buffer = 4
f_low = 30
sample_rate = 4096
# Length of corresponding time series and frequency series
tlen = sample_rate * time_buffer
flen = tlen / 2 + 1
delta_t = 1.0 / sample_rate
delta_f = 1.0 / time_buffer
print "Generating waveform 1"
hp, hc = get_td_waveform(approximant="EOBNRv2",
mass1=10,
mass2=10,
f_lower=f_low,
delta_t=1.0/4096)
print "waveform is %s seconds long" % hp.duration
print "Generating waveform 2"
sp, sc = get_td_waveform(approximant="TaylorT4",
mass1=10,
mass2=10,
f_lower=f_low,
delta_t=1.0/4096)
print "waveform is %s seconds long" % sp.duration
# Ensure that the waveforms are resized to the same length
sp.resize(tlen)
hp.resize(tlen)
print "Calculating analytic PSD"
psd = aLIGOZeroDetHighPower(flen, delta_f, f_low)
print "Calculating match and overlap"
# Note: This takes a while the first time as an FFT plan is generated
# subsequent calls within the same program will be faster
m, i = match(hp, sp, psd=psd, low_frequency_cutoff=f_low)
o = overlap(hp, sp, psd=psd, low_frequency_cutoff=f_low)
print "Overlap %s" % o
print "Maximized Overlap %s" % m
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