Beispiel #1
0
npts = burst_meta['npts']

bg_height = 1047.2220
bg_slope = 0.025935641
start = 44.965676
ampl = 2823.6814
tau1 = 8.1735936
tau2 = 2.2154609
taupk = 48.006471

time = (np.linspace((-nlasc), (npts - nlasc), num=npts) * 0.064) - 2

background = bg_height + bg_slope * time
background = 0 * time

norris_model = burst.draw_norris(time, start, ampl, tau1, tau2, background)
residuals = four_channel_data - norris_model


def chirplet_model(time, start, ampl, tau1, tau2, background):
    phi = 0.5
    f_0 = 0.28
    f_d = -0.01  # anti-chirping stretch

    lam = np.exp(2 * np.sqrt(tau1 / tau2))
    inten = ampl * lam * np.exp(-tau1 / (time - start) - (time - start) / tau2)
    model = inten * (np.cos((2. * np.pi * f_0 * (time - start)) +
                            (np.pi * f_d * ((time - start) *
                                            (time - start))) + phi))
    for i in range(len(time)):
        if time[i] <= start: