Files
amodem/pll.py
Roman Zeyde cf73a158a9 WIP
2014-07-22 14:19:50 +03:00

56 lines
1.3 KiB
Python

import numpy as np
class Loop(object):
def __init__(self, Kp, Ki, Fs, output=0):
Ts = 1.0 / Fs
self.coeffs = [Ki*Ts/2 - Kp, Ki*Ts/2 + Kp]
self.output = output
self.inputs = [0]
def handle(self, err):
self.inputs.append(err)
self.output = self.output + np.dot(self.inputs, self.coeffs)
self.inputs.pop(0)
return self.output
class PLL(object):
def __init__(self, freq, Fs, phase=0, Kerr=1, Kphase=0.04):
self.freq = freq
self.phase = phase
self.Ts = 1.0/Fs
self.Kphase = Kphase
self.Kerr = Kerr
def handle(self, sample):
self.pred = np.cos(self.phase)
self.quad = np.sin(self.phase)
self.err = self.quad * (self.pred - sample)
self.filtered_err = self.Kerr * self.err
self.freq += self.filtered_err
self.phase += self.Kphase * self.filtered_err
self.phase += 2 * np.pi * self.freq * self.Ts
def test():
f = 1.2345678e3
Fs = 32e3
Nsym = 32
df = f * 10e-3
f_ = f + df
t = np.arange(100*Nsym) / Fs
pll = PLL(f, Fs)
x = -1.0 * np.cos( 2 * np.pi * f_ * t)
y = []
for s in x:
pll.handle(s)
y.append([pll.err, pll.filtered_err, pll.freq - f, df])
print y[-1]
import pylab
pylab.plot(y)
pylab.show()