thsa = ThSearchAlgorithm()
gth = ThSelect(coeffs[i]).DonohoThEx()
bsth = thsa.FibonacciSearch(bthe.msesurefuction, [0, 1.5 * gth],
0.001)
gths.append(gth)
bsths.append(bsth)
gthss.append(gths)
bsthss.append(bsths)
for i in range(len(ods)):
dwd = DWTP(ods[i])
coeffs = dwd.dwtdec(wtname='db4', delevel=dl)
gths = gthss[i]
bsths = gthss[i]
ncoeffs1 = dwd.thprocess2(coeffs,
ths=gths,
thf='thf3',
thps=[2 + 2 * k for k in range(dl)])
ncoeffs2 = dwd.thprocess2(coeffs,
ths=bsths,
thf='thf3',
thps=[2 + 2 * k for k in range(dl)])
gthpd = dwd.dwtrec(ncoeffs1, wtname='db4')
bsthpd = dwd.dwtrec(ncoeffs2, wtname='db4')
gthpds.append(gthpd)
bsthpds.append(bsthpd)
gthsnrs = []
bsthsnrs = []
gthmses = []
bsthmses = []
tds = [s.createSin(50, 60, 0), s.createPulse(50, 60, 0), s.createSpikes(0)]
0.01)
gths.append(gth)
srmths.append(srmth)
srmths2.append(srmth2)
gthss.append(gths)
srmthss.append(srmths)
srmthss2.append(srmths2)
for i in range(len(thsmatrix)):
for j in range(len(ods)):
dwd = DWTP(ods[j])
coeffs = dwd.dwtdec(wtname='sym6', delevel=dl)
ths = thsmatrix[i]
if i == 3:
ncoeffs = dwd.thprocess2(coeffs,
ths=thsmatrix[i][j],
thf='thf3',
thps=[2 + 2 * k for k in range(dl)])
else:
ncoeffs = dwd.thprocess(coeffs,
ths=thsmatrix[i][j],
thf=thfname[i],
thp=4)
pd = dwd.dwtrec(ncoeffs, wtname='sym6')
pdsmatrix[i].append(pd)
ssnrs = []
hsnrs = []
thf3snrs = []
thf3wpsnrs = []
smses = []