From defe1d715d6e56b0b692963a6e01a5c5aedccbfd Mon Sep 17 00:00:00 2001 From: Travis Robson Date: Sun, 10 Feb 2019 17:51:14 -0700 Subject: [PATCH] Now you may specify inclination --- LISA_Sensitivity.ipynb | 239 +++++++++-------------------------------- WaveformTools.py | 57 ++++++---- 2 files changed, 91 insertions(+), 205 deletions(-) diff --git a/LISA_Sensitivity.ipynb b/LISA_Sensitivity.ipynb index b59ad48..1a1c21e 100644 --- a/LISA_Sensitivity.ipynb +++ b/LISA_Sensitivity.ipynb @@ -74,7 +74,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 20, "metadata": {}, "outputs": [ { @@ -119,9 +119,16 @@ "binary.PlotStrain(freqs, X_char, lisa)" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Specify a sky location " + ] + }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 21, "metadata": {}, "outputs": [ { @@ -160,7 +167,10 @@ "binary.T_merge = T_merge\n", "binary.SetFreqBounds(lisa)\n", "\n", - "freqs, X_char = binary.CalcStrain(lisa, 0.5, 2.3)\n", + "theta = 0.5\n", + "phi = 2.3\n", + "\n", + "freqs, X_char = binary.CalcStrain(lisa, theta, phi)\n", "snr = binary.CalcSNR(freqs, X_char, lisa)\n", "print(\"\\nSNR........ {}\".format(snr))\n", "binary.PlotStrain(freqs, X_char, lisa)" @@ -170,44 +180,58 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Check numerically that analytic averaging was successful" + "## Choose an inclination as the third parameter" ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "2644.044958544498\n" + "Redshift provided. \n", + "\tLuminosity Distance........... 25924.151861680206 Mpc\n", + "\n", + "SNR........ 2906.017667361509\n" ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "image/png": { + "height": 467, + "width": 633 + } + }, + "output_type": "display_data" } ], "source": [ - "num = 50\n", - "theta_arr = np.linspace(-1, 1, num)\n", - "phi_arr = np.linspace(0, 2*np.pi, num)\n", - "\n", - "tot = 0.0\n", + "m1 = 0.5e6*pa.TSUN \n", + "m2 = 0.5e6*pa.TSUN\n", + "z = 3.0\n", + "T_merge = 1.*li.YEAR\n", "\n", - "why = np.zeros(num**2)\n", + "binary = wt.Binary(m1, m2, z=z)\n", + "binary.T_merge = T_merge\n", + "binary.SetFreqBounds(lisa)\n", "\n", - "for i in range(num):\n", - " theta = np.arccos(theta_arr[i])\n", - " for j in range(num):\n", - " phi = phi_arr[j]\n", - " freqs, X_char = binary.CalcStrain(lisa, theta, phi)\n", - " snr = binary.CalcSNR(freqs, X_char, lisa)\n", - " \n", - " tot += snr**2\n", - " \n", - " why[i*num + j] = snr**2\n", + "theta = 0.5\n", + "phi = 2.3\n", + "iota = 1.0\n", "\n", - "avg_snr = np.sqrt(tot/num**2)\n", - "print(avg_snr)" + "freqs, X_char = binary.CalcStrain(lisa, theta, phi, iota)\n", + "snr = binary.CalcSNR(freqs, X_char, lisa)\n", + "print(\"\\nSNR........ {}\".format(snr))\n", + "binary.PlotStrain(freqs, X_char, lisa)" ] }, { @@ -219,7 +243,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 25, "metadata": {}, "outputs": [ { @@ -266,7 +290,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 26, "metadata": {}, "outputs": [ { @@ -311,43 +335,6 @@ "binary.PlotStrain(freqs, X_char, lisa)" ] }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "4.648594412935976\n" - ] - } - ], - "source": [ - "num = 50\n", - "theta_arr = np.linspace(-1, 1, num)\n", - "phi_arr = np.linspace(0, 2*np.pi, num)\n", - "\n", - "tot = 0.0\n", - "\n", - "why = np.zeros(num**2)\n", - "\n", - "for i in range(num):\n", - " theta = np.arccos(theta_arr[i])\n", - " for j in range(num):\n", - " phi = phi_arr[j]\n", - " freqs, X_char = binary.CalcStrain(lisa, theta, phi)\n", - " snr = binary.CalcSNR(freqs, X_char, lisa)\n", - " \n", - " tot += snr**2\n", - " \n", - " why[i*num + j] = snr**2\n", - "\n", - "avg_snr = np.sqrt(tot/num**2)\n", - "print(avg_snr)" - ] - }, { "cell_type": "markdown", "metadata": {}, @@ -357,7 +344,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 30, "metadata": {}, "outputs": [ { @@ -404,7 +391,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 31, "metadata": {}, "outputs": [ { @@ -449,128 +436,6 @@ "binary.PlotStrain(freqs, X_char, lisa)" ] }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "138.839439652392\n" - ] - } - ], - "source": [ - "num = 50\n", - "theta_arr = np.linspace(-1, 1, num)\n", - "phi_arr = np.linspace(0, 2*np.pi, num)\n", - "\n", - "tot = 0.0\n", - "\n", - "why = np.zeros(num**2)\n", - "\n", - "for i in range(num):\n", - " theta = np.arccos(theta_arr[i])\n", - " for j in range(num):\n", - " phi = phi_arr[j]\n", - " freqs, X_char = binary.CalcStrain(lisa, theta, phi)\n", - " snr = binary.CalcSNR(freqs, X_char, lisa)\n", - " \n", - " tot += snr**2\n", - " \n", - " why[i*num + j] = snr**2\n", - "\n", - "avg_snr = np.sqrt(tot/num**2)\n", - "print(avg_snr)" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "138.839439652392\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "image/png": { - "height": 395, - "width": 509 - } - }, - "output_type": "display_data" - } - ], - "source": [ - "num = 50\n", - "theta_arr = np.linspace(-1, 1, num)\n", - "phi_arr = np.linspace(0, 2*np.pi, num)\n", - "\n", - "tot = 0.0\n", - "\n", - "data = np.zeros((int(num**2), 3))\n", - "\n", - "for i in range(num):\n", - " theta = np.arccos(theta_arr[i])\n", - " for j in range(num):\n", - " phi = phi_arr[j]\n", - " freqs, X_char = binary.CalcStrain(lisa, theta, phi)\n", - " snr = binary.CalcSNR(freqs, X_char, lisa)\n", - " \n", - " tot += snr**2\n", - " \n", - " data[i*num + j, 0] = theta\n", - " data[i*num + j, 1] = phi\n", - " data[i*num + j, 2] = snr\n", - "\n", - "avg_snr = np.sqrt(tot/num**2)\n", - "print(avg_snr)\n", - "\n", - "################\n", - "\n", - "from scipy.interpolate import griddata\n", - "import scipy.ndimage as img \n", - "import scipy.interpolate\n", - "\n", - "plt.figure(figsize=(8,6))\n", - "plt.rc('text', usetex=True)\n", - "plt.rc('font', family='serif')\n", - "plt.ylabel(r'$\\cos \\theta$', fontsize=20)\n", - "plt.xlabel(r'$\\phi$', fontsize=20)\n", - "plt.tick_params(axis='both', which='major', labelsize=20)\n", - "\n", - "\n", - "# FIRST THE FF PLOT\n", - "X_dat = data[:,1]\n", - "Y_dat = np.cos(data[:,0])\n", - "Z_dat = data[:,2]\n", - "\n", - "xi, yi = np.linspace(X_dat.min(), X_dat.max(), 1000), np.linspace(Y_dat.min(), Y_dat.max(), 1000)\n", - "xi, yi = np.meshgrid(xi, yi)\n", - "\n", - "zi = scipy.interpolate.griddata((X_dat, Y_dat), Z_dat, (xi, yi), method='cubic')\n", - "\n", - "plt.imshow(zi, vmax=np.max(Z_dat), cmap='OrRd', origin='lower', alpha=0.7, aspect='auto',\n", - " extent=[X_dat.min(), X_dat.max(), Y_dat.min(), Y_dat.max()])\n", - "\n", - "plt.colorbar()\n", - "#plt.savefig('example_skyMap.pdf')\n", - "plt.show()" - ] - }, { "cell_type": "code", "execution_count": null, diff --git a/WaveformTools.py b/WaveformTools.py index bfaa29c..59e8520 100644 --- a/WaveformTools.py +++ b/WaveformTools.py @@ -72,7 +72,7 @@ def calc_k_dot_r(k, rij): return k_dot_r -def get_XX_TDI(OBJ, lisa, f, Aeff, theta, phi): +def get_XX_TDI(OBJ, lisa, f, Aeff, theta, phi, iota): """ Construct cos(\iota) and \psi averaged Michelson-equivalent TDI response """ N = len(f) @@ -122,28 +122,49 @@ def get_XX_TDI(OBJ, lisa, f, Aeff, theta, phi): Trans13 = 0.5*np.sinc(TransArg13/np.pi)*np.exp(1j*TransArg13)*np.exp(1j*2*np.pi*f*np.dot(k,x[:,0,:])/C) Trans31 = 0.5*np.sinc(TransArg31/np.pi)*np.exp(1j*TransArg31)*np.exp(1j*2*np.pi*f*np.dot(k,x[:,2,:])/C) - # iota = pi/2, psi = 0 - y12_a = Trans12*Aeff*0.5*dp12/2 - y21_a = Trans21*Aeff*0.5*dp21/2 - y13_a = Trans13*Aeff*0.5*dp13/2 - y31_a = Trans31*Aeff*0.5*dp31/2 + if (iota == None): + # iota = pi/2, psi = 0 + y12_a = Trans12*Aeff*0.5*dp12/2 + y21_a = Trans21*Aeff*0.5*dp21/2 + y13_a = Trans13*Aeff*0.5*dp13/2 + y31_a = Trans31*Aeff*0.5*dp31/2 + + else: + y12_a = 0.5*Trans12*Aeff*(0.5*(1 + np.cos(iota)**2)*dp12 + 1j*np.cos(iota)*dc12) + y21_a = 0.5*Trans21*Aeff*(0.5*(1 + np.cos(iota)**2)*dp21 + 1j*np.cos(iota)*dc21) + y13_a = 0.5*Trans13*Aeff*(0.5*(1 + np.cos(iota)**2)*dp13 + 1j*np.cos(iota)*dc13) + y31_a = 0.5*Trans31*Aeff*(0.5*(1 + np.cos(iota)**2)*dp31 + 1j*np.cos(iota)*dc31) + X_TDI = (y12_a - y13_a)*np.exp(-1j*f/lisa.fstar) + (y12_a - y13_a) - XX_TDI = 8./5*np.abs(X_TDI)**2 - - # iota = pi/2, psi = pi/4 - y12_a = Trans12*Aeff*0.5*dc12/2 - y21_a = Trans21*Aeff*0.5*dc21/2 - y13_a = Trans13*Aeff*0.5*dc13/2 - y31_a = Trans31*Aeff*0.5*dc31/2 - + if (iota == None): + XX_TDI = 8./5*np.abs(X_TDI)**2 + else: + XX_TDI = 1./2*np.abs(X_TDI)**2 + + + if (iota == None): + # iota = pi/2, psi = pi/4 + y12_a = Trans12*Aeff*0.5*dc12/2 + y21_a = Trans21*Aeff*0.5*dc21/2 + y13_a = Trans13*Aeff*0.5*dc13/2 + y31_a = Trans31*Aeff*0.5*dc31/2 + else: + y12_a = 0.5*Trans12*Aeff*(-0.5*(1 + np.cos(iota)**2)*dc12 + 1j*np.cos(iota)*dp12) + y21_a = 0.5*Trans21*Aeff*(-0.5*(1 + np.cos(iota)**2)*dc21 + 1j*np.cos(iota)*dp21) + y13_a = 0.5*Trans13*Aeff*(-0.5*(1 + np.cos(iota)**2)*dc13 + 1j*np.cos(iota)*dp13) + y31_a = 0.5*Trans31*Aeff*(-0.5*(1 + np.cos(iota)**2)*dc31 + 1j*np.cos(iota)*dp31) + X_TDI = (y12_a - y13_a)*np.exp(-1j*f/lisa.fstar) + (y12_a - y13_a) - XX_TDI += 8./5*np.abs(X_TDI)**2 + if (iota == None): + XX_TDI += 8./5*np.abs(X_TDI)**2 + else: + XX_TDI += 1./2*np.abs(X_TDI)**2 return XX_TDI -def CalcStrain(self, lisa, theta=None, phi=None): +def CalcStrain(self, lisa, theta=None, phi=None, iota=None): """ Calculate the characteristic GW strain """ Delta_logf = np.log(self.f_end) - np.log(self.f_start) @@ -161,7 +182,7 @@ def CalcStrain(self, lisa, theta=None, phi=None): else: # Generate X Michelson channel self.Figure_Type = 'track_sky_dependent' - XX_TDI = get_XX_TDI(self, lisa, f, Aeff, theta, phi) + XX_TDI = get_XX_TDI(self, lisa, f, Aeff, theta, phi, iota) X_char = np.sqrt(4*f*XX_TDI) @@ -181,7 +202,7 @@ def CalcStrain(self, lisa, theta=None, phi=None): self.Figure_Type = 'point_sky_dependent' - XX_TDI = get_XX_TDI(self, lisa, f, Aeff, theta, phi) + XX_TDI = get_XX_TDI(self, lisa, f, Aeff, theta, phi, iota) X_char = np.sqrt(4*XX_TDI*np.sqrt(f)*(self.f_end - f))