Files
Masterarbeit_Simulation/IIR-design.ipynb
Patrick Hangl 1b3a76c7c9 erstcommit
2025-09-12 11:42:26 +02:00

302 lines
422 KiB
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{
"cells": [
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"# Notebook for the design of a simple FIR filter for feasiblity testing\n",
"\n",
"from scipy import signal\n",
"from scipy.fft import fft, fftfreq\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"from ipywidgets import interact\n",
"\n",
"# Chirp data generate\n",
"n=3000 # number of samples to use for the chirp\n",
"fs=20000 # The sampling rate for the chrip\n",
"f0=100# the start frequency in Hz for the chirp\n",
"f1=1000 # the stop frequency of the chirp\n",
"t1=n/fs # the total length of the chirp in s\n",
"\n",
"t_chrip = np.linspace(0, t1, n)\n",
"# generate a chrip and scale to int16 (1 bit for sign)\n",
"y_chrip = signal.chirp(t_chrip, f0=f0, f1=f1, t1=t1, method='linear')\n",
"# y_chrip = y_chrip\n",
"# t_chrip = t_chrip"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5, 0, 'Normalized frequency (1.0 = Nyquist)')"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "015c9a01145c459396405bc08f6fb031",
"version_major": 2,
"version_minor": 0
},
"image/png": 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",
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"\n",
" <div style=\"display: inline-block;\">\n",
" <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n",
" Figure\n",
" </div>\n",
" <img 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4KCcO7cuXK3YzAYHL7b1GKxICMjA3Xr1uUVhERERDWEEAI5OTkIDQ2FUimbsTAHsgiAY8eOxYEDB7Bjx44y864PbkKIG4a5GTNmYPr06U7pIxEREbnWhQsXEBYWVt3dqBa1PgC+/PLLWLt2LbZt2+bwQw4ODgZgHQkMCQmxt6emppYZFbSJj4/HxIkT7dNZWVkIDw/HmTNn4OXlJWm/jUYjNm/ejB49ekCj0Ui6bSrBOrsG6+warLPrsNau4aw65+TkoEGDBpJ/dtcktTYACiHw8ssvY/Xq1diyZQsaNGjgML9BgwYIDg5GYmIi2rRpAwAoKirC1q1bMXPmzHK3qdPpoNPpyrT7+fnB29tb0v4bjUbo9XrUrVuXf1yciHV2DdbZNVhn12GtXcNZdbZtS86nb9XaADhmzBgsW7YMP/74I7y8vOzn/Pn4+MDd3R0KhQITJkzAO++8g8aNG6Nx48Z45513oNfrMXjw4GruPREREZHz1NoAuHDhQgBA9+7dHdqXLFmCYcOGAQAmT56MgoICjB49GpmZmejQoQM2btwo6yFhIiIiqv1qbQCsyO0NFQoFEhISkJCQ4PwOEREREd0h5HntMxEREZGMMQASERERyQwDIBEREZHMMAASERERyQwDIBEREZHMMAASERERyUytvQ0MERER3bksFoG8IhOyC03IKTQip9CEXIMJRSYLTGYBk8WCwiIj0vOqu6e1EwMgERERScpktuByViHOpefjfEY+UrILcTWnEFeyDbiSXYjUHAPScw2w3PqWvXgoTL5f1+ZMDIBERERUJWm5Bhy9nINjV3JwNi0P5zLycT49DxczC2CqSLoDoFEp4OWmgbebGp5uamhVSqhVSmhUCqgUgL9IdfK7kCcGQCIiIrqpgiIzTqTm4OjlHBxNycGxK9k4lpKDtNyiG66jVStR39cdEXU9EOLjhkAvNwR56xDorUOglxsCvHTwcddAp1ZCoSh/lM9oNGL9+vXOeluyxgBIREREAACzReB8Rj6OpWTjyOUcHEspHt1Lz0N537CqUAARfno0CfZCwwBPRNTVI9zPAxF19Qj2doNSycO3dyoGQCIiIhlKyzXgWIp1RO/o5Wwcu5KD41dyUGi0lLt8XQ8tmgR7oWmwN5oGe6FJsBcaB3lCr2WUqIn4UyMiIqrF7IdvU3KKA9/ND9/q1EpEB3kVhz1r4GsS7IUAL52Le07OxABIRERUC5jMFpzLyLcetk2p3OHbJsHeaFY8qhdR1wMqHrqt9RgAiYiIahAhBFKyC3E0JQfHSwW9E6m5KDLd/PBtk2AvNCse0ePhW3njT56IiOgOlZFXhBPF5+YdTbE+H0vJQXahqdzl3TUqRAd5okmwV6nDuN48fEtlMAASERFVI4tF4J9rBTiZmotTV3MdnjPzjeWuo1IqEOXvYR3VKw56TYK9UN9XzytvqUIYAImIiFyg0GjG6at5DiHv1NU8nL6aC8MNDt0CQL067mga7IXo4osyooO8EBXgAZ1a5cLeU23DAEhERCSRQqMZ59LzcTY9D+fS83A2Pd/6DRnp+biUVVDuxRgAoFUp0cDfA40CPdEwwAMNAz3RMMATUQEePE+PnIK/VURERJWQX2TCqSs5+DtdgYvbz+BCZmFx4MvH5azCm67r7aZGo0DP4qBX8lzfT88rb8mlGACJiIhKKTSacelaAS5kFuBiZj4uZhbgYmYBLmRYX6flGoqXVAHHT5RZ30unRqS/h/VRV4+IutbnSH8P1PXQ3vBrz4hciQGQiIhkxWAy4/K1Qmuoy8wvE/JScwy33IaPuxp1VEa0jApBgwAve8CLrOsBX72GIY/ueAyARERUaxhMZlzJMuByVgEuZxUWPwpw6VohUrILcPlaIdLzyv8GjNL0WhXCfN1R31ePMF93hBU/1/ezPntoFFi/fj369GkJjUbjgndGJC0GQCIiqhHyDCak5hiQml2IlOzicHetdNArLHV49ubcNMqSUFcq5NX3sz7fahTPaCz/9ixENYXsA+CCBQswa9YsXL58GXfddRc++OADdO3atbq7RUQkC0IIZBeYcCWnEKnZBqTmFBaHvJLXV4tDX16RuULb1KmVCPFxQ4iPu/W5jhuCfdwR6uOGYB83hPq4ow4P05LMyToArlixAhMmTMCCBQvQuXNnLFq0CA899BCSk5MRHh5e3d0jIqqRhBDIMZiQnluE9FwD0nKLkJ5nQHpuEdJyHcNdao7hhl9fVh4PrQqB3m4I9NIhtE5xwCsOe8E+bgit485z8IgqQNYBcO7cuXjhhRcwfPhwAMAHH3yAX3/9FQsXLsSMGTOquXdERHeOQqMZ6XnWQGd9LnmdlmsNd7aQl55bhCJzxUMdAPi4axDopUOgtw6BXtaAF+ClQ1Bx2LOFPg+drD+2iCQj239JRUVF2LdvH6ZMmeLQHhsbi127dlVTr4iInEsIgQKjGZn5RmTmFSEzvwiZ+UZcyy9CZp4RmflF1te2tnwjMvKKkGso/7tnb8ZDq0JdTx3qempR10MHf08t6npq7QHPFuoCvHRw0/BbLYhcSbYBMC0tDWazGUFBQQ7tQUFBSElJKXcdg8EAg6HkBOPs7GwA1pOBpT4h2LY9nmjsXKyza7DO0hNCIL/IjOxCE3IKjcgqMCEztxB/pipwcdsp5Bgs9hB3rcCIa/nWR2aBsVKHXEvTqBTw89CibumHp7akzbOk3c9DW4lQZ4HRWLU+VRf+TruGs+rMn5uMA6DN9eeJCCFueO7IjBkzMH369DLtGzduhF6vd0r/EhMTnbJdcsQ6uwbr7MhsAQrMQL4JKDAB+WYFCkyl20qmC0xAvklRMs8MWER5f6tUwKlTt9y3SiHgoYb1oQH06tLTAnrba7WAhwbw0gDuKkChMALIK9mQBUCO9ZEP6+OCJNWpGfg77RpS1zk/P1/S7dVEsg2A/v7+UKlUZUb7UlNTy4wK2sTHx2PixIn26ezsbNSvXx+xsbHw9vaWtH9GoxGJiYno1asX7zHlRKyza9S2OpstAnkGE3LtD7P1ubB0243bswtNyC4wokCCUS+1UgFvdzW83TTw0qlgzMtCw/oh8PPUwdddgzr6koevu9b6rNdAr1XxQonbUNt+p+9Uzqqz7QienMk2AGq1WrRt2xaJiYl49NFH7e2JiYl45JFHyl1Hp9NBp9OVaddoNE77A+DMbVMJ1tk1qqvOZov1vLd8gwl5RWbkGUwoMFqf8x2mzfZgl1NoQq7BaA9wOaWCXH4Fb0dSUV46NbzdNdaHmxo+xa993DXwdtPA211tf+2jd2xz15QEOaPRWHxz4lb8fXYR/u1wDanrzJ+ZjAMgAEycOBFDhw5Fu3bt0LFjR3z66ac4f/48Ro0aVd1dI5Idi0XAYLKgwGhGodGMAqMZBUXW1/lFtoc1wOUXh7Cy02bkFZmQbzAj32h9zisyodBJ55dp1Up46dTwdFPDU2d9eNleu6nhqdOUTJdarnSw83LTQKXkSBwRuZasA+DAgQORnp6ON954A5cvX0bz5s2xfv16REREVHfXiO4IJrMFBpMFRSbrs8FkRqHRMaQVFplRaDKjoKikvdAW3orb8w1GnL+kxHdX9qLQZEGh0XLdMmYYqnhhQmUoFYCHVg13rQoeOjX0WlWpaRXcNdcHOHWZAOel08DTTQ0PnQo6Na9cJaKaSdYBEABGjx6N0aNHV3c3iABYL0IyWQSMZguMJoEis8X6uvhRZBL217ZAZg9nRgsMZgsMRnPxPFtwM9vnF5Wa7zDvBsuaLULCd6cEMjMqtKRWpYSbRgl3rQpuGhXcNY6BTa9VQa+zvb5+WmVtc5i2rq9TK3neGxERGACphhNCwCIAY3FYMVlE8XPxtNnWZoGpeNq2nMlsgcFoxNFrCuiPXwUUKoflSq9Xsq2S+UazNSQZS4Uya2ATMJosMFksKCp+XTK/ZFmjqWTaVLxeZW+e60pqpQJatRLuGmsoswW0kmlbWFM6tLlrVdAogRNHDqN929bwcNPCvbjdTa2Cu1ZZal3rMw+JEhE5FwPgHejPMxnYffIqjl1U4MyW01AqlRACEBDFz8WEgLA+2ecBcGhDqeWFKFnfPr/4tX1+6WmUXt4agizCeq6WRQiYBWARwj59/bySdQQsFhS3Oy7nuI51fyXrWOdb262vTWWCnhQjVCrgyH4JtuMcWpUSapUCGpUSGpUSWpUCGrUSOrUSOrUKOrUS2tLTGiW0KiV0muvnW1/b2kvWcZx2KzPf+vp2QpnRaMT6jEPo0zKEJ18TEd0BGADvQDtPpuHDTScBqLD+wsnq7k6NpFQAaqU1tKiVCqhUCqiVSutrpQJqlfVZpQDyc3Ph5+sDtarU/OJ1NSrHadt8jdoasjTFwUxtC2bFIc06v9S0w2sltGrHaY1DwFNCUzxfrVTwkCUREUmOAfAO1KKeD55qWw8XLlxAeHg4lEolFApAARQ/WwNBSVtJQLDNt82ztymK1ypuLL2Mopw22JYvnq9SKKBUKqBUKKBUAKriYKJSoFS7AiolitsVUCpRqt26XulpRfF2bG1Kh21dN09p7YNCYQ1ljmGtJKSpVQp7Xyui5LYZ93JkioiIZIMB8A7UMyYI3Rr7Yf36c+jTJ4bBhIiIiCSlrO4OEBEREZFrMQASERERyQwDIBEREZHMMAASERERyQwDIBEREZHMMAASERERyQwDIBEREZHMSH4fwMcee6zS63zyyScIDAyUuitEREREVA7JA+CaNWvw1FNPwd3dvULLL1u2DLm5uQyARERERC7ilG8CmTdvXoUD3cqVK53RBSIiIiK6AcnPAdy8eTP8/PwqvPwvv/yCevXqSd0NIiIiIroByUcAu3XrVqnlu3TpInUXiIiIiOgmnHIIuDxCCGzevBkFBQXo1KkTfH19XbVrIiIiIirFKbeBuXbtGuLi4tCiRQuMGDEC2dnZ6Nq1K3r27Il+/fqhadOmOHDggDN2TURERES34JQAOGnSJOzevRsDBw7EwYMH8eCDD8JsNmP37t34448/EBMTg9dff90ZuyYiIiKiW3DKIeBffvkFy5YtQ7du3fDcc8+hfv36+O2339ChQwcAwMyZM9G/f39n7JqIiIiIbsEpI4BXrlxBdHQ0AKBevXpwc3ND/fr17fPDw8Nx9epVZ+yaiIiIiG7BKQHQYrFApVLZp1UqFRQKhX269GsiIiIici2nXQX8+eefw9PTEwBgMpnw5Zdfwt/fHwCQk5PjrN0SERER0S04JQCGh4fjs88+s08HBwfjm2++KbMMEREREbmeUw4Bnz17FmfOnLnlw1n7fuGFF9CgQQO4u7ujYcOGmDZtGoqKihyWO3/+PPr16wcPDw/4+/tj3LhxZZYhIiIiqo1cdiNoVzl69CgsFgsWLVqERo0a4dChQxgxYgTy8vIwe/ZsAIDZbEbfvn0REBCAHTt2ID09HXFxcRBCYP78+dX8DoiIiIicS/IAOG/evAovO27cOKl3jwcffBAPPvigfToqKgrHjh3DwoUL7QFw48aNSE5OxoULFxAaGgoAmDNnDoYNG4a3334b3t7ekveLiIiI6E4heQB8//33HaavXr2K/Px81KlTB4D1W0L0ej0CAwOdEgDLk5WVBT8/P/v07t270bx5c3v4A4DevXvDYDBg37596NGjR7nbMRgMMBgM9uns7GwAgNFohNFolLTPtu1JvV1yxDq7BuvsGqyz67DWruGsOvPn5oQAWPrcvmXLlmHBggVYvHgxmjRpAgA4duwYRowYgZEjR0q963KdOnUK8+fPx5w5c+xtKSkpCAoKcljO19cXWq0WKSkpN9zWjBkzMH369DLtGzduhF6vl67TpSQmJjplu+SIdXYN1tk1WGfXYa1dQ+o65+fnS7q9mkghhBDO2njDhg2xcuVKtGnTxqF93759eOKJJyp1IUhCQkK54au0PXv2oF27dvbpS5cuoVu3bujWrRs+//xze/uLL76Ic+fO4ddff3VYX6vV4uuvv8agQYPK3X55I4D169dHWlqa5IeNjUYjEhMT0atXL2g0Gkm3TSVYZ9dgnV2DdXYd1to1nFXn7Oxs+Pv7IysrS7anfTn1IpDLly+XO8xqNptx5cqVSm1r7NixNwxmNpGRkfbXly5dQo8ePdCxY0d8+umnDssFBwfjjz/+cGjLzMyE0WgsMzJYmk6ng06nK9Ou0Wic9gfAmdumEqyza7DOrsE6uw5r7RpS15k/MycHwAceeAAjRozA4sWL0bZtWygUCuzduxcjR45Ez549K7Utf39/+42kb+Wff/5Bjx490LZtWyxZsgRKpePdbjp27Ii3334bly9fRkhICADrYVydToe2bdtWql9ERERENY1T7gNo88UXX6BevXpo37493NzcoNPp0KFDB4SEhDgckpXSpUuX0L17d9SvXx+zZ8/G1atXkZKS4nBuX2xsLGJiYjB06FDs378fmzZtwqRJkzBixAjZDgUTERGRfDh1BDAgIADr16/HiRMncOTIEQgh0KxZM0RHRzttnxs3bsTJkydx8uRJhIWFOcyzne6oUqmwbt06jB49Gp07d4a7uzsGDx5sv00MERERUW3mkhtBN27cGI0bN3bFrjBs2DAMGzbslsuFh4fj559/dn6HiIiIiO4wkh8CnjhxIvLy8iq8fHx8PDIyMqTuBhERERHdgOQB8MMPP6zU/XU+/vhjXLt2TepuEBEREdENSH4IWAiB6OhoKBSKCi1fmdFCIiIiIrp9kgfAJUuWVHqdm917j4iIiIikJXkAjIuLk3qTRERERCQhp94HkIiIiIjuPAyARERERDLDAEhEREQkMwyARERERDLDAEhEREQkM079Kri8vDy8++672LRpE1JTU2GxWBzmnz592pm7JyIiIqJyODUADh8+HFu3bsXQoUMREhJS4ZtDExEREZHzODUA/vLLL1i3bh06d+7szN0QERERUSU49RxAX19f+Pn5OXMXRERERFRJTg2Ab775JqZOnYr8/Hxn7oaIiIiIKsGph4DnzJmDU6dOISgoCJGRkdBoNA7z//rrL2funoiIiIjK4dQAOGDAAGdunoiIiIiqwKkBcNq0ac7cPBERERFVAW8ETURERCQzko8A+vn54fjx4/D394evr+9N7/2XkZEh9e6JiIiI6BYkD4Dvv/8+vLy8AAAffPCB1JsnIiIiotskeQCMi4sr9zURERER3RmcehFIaQUFBTAajQ5t3t7erto9ERERERVz6kUgeXl5GDt2LAIDA+Hp6QlfX1+HBxERERG5nlMD4OTJk/Hbb79hwYIF0Ol0+PzzzzF9+nSEhobi66+/duauAQAGgwGtW7eGQqFAUlKSw7zz58+jX79+8PDwgL+/P8aNG4eioiKn94mIiIioujn1EPBPP/2Er7/+Gt27d8fzzz+Prl27olGjRoiIiMDSpUsxZMgQZ+4ekydPRmhoKP7++2+HdrPZjL59+yIgIAA7duxAeno64uLiIITA/PnzndonIiIiourm1BHAjIwMNGjQAID1fD/bbV+6dOmCbdu2OXPX+OWXX7Bx40bMnj27zLyNGzciOTkZ3377Ldq0aYOePXtizpw5+Oyzz5Cdne3UfhERERFVN6cGwKioKJw9exYAEBMTg++//x6AdWSwTp06TtvvlStXMGLECHzzzTfQ6/Vl5u/evRvNmzdHaGiova13794wGAzYt2+f0/pFREREdCdw6iHg5557Dn///Te6deuG+Ph49O3bF/Pnz4fJZMLcuXOdsk8hBIYNG4ZRo0ahXbt29gBaWkpKCoKCghzafH19odVqkZKScsNtGwwGGAwG+7RttNBoNJa5wvl22bYn9XbJEevsGqyza7DOrsNau4az6syfm5MD4CuvvGJ/3aNHDxw9ehR79+5Fw4YN0apVq0ptKyEhAdOnT7/pMnv27MGuXbuQnZ2N+Pj4my5b3jeUCCFu+s0lM2bMKLcPGzduLHekUQqJiYlO2S45Yp1dg3V2DdbZdVhr15C6zvn5+ZJuryZSCCFEdXeiItLS0pCWlnbTZSIjIzFo0CD89NNPDkHObDZDpVJhyJAh+OqrrzB16lT8+OOPDheHZGZmws/PD7/99ht69OhR7vbLGwGsX78+0tLSJL+nodFoRGJiInr16gWNRiPptqkE6+warLNrsM6uw1q7hrPqnJ2dDX9/f2RlZcn2nsROGQEsKCjApk2b8PDDDwMA4uPjHYKTSqXCm2++CTc3twpv09/fH/7+/rdcbt68eXjrrbfs05cuXULv3r2xYsUKdOjQAQDQsWNHvP3227h8+TJCQkIAWEfxdDod2rZte8Nt63Q66HS6Mu0ajcZpfwCcuW0qwTq7BuvsGqyz67DWriF1nfkzc1IA/Prrr/Hzzz/bA+BHH32Eu+66C+7u7gCAo0ePIjQ01OEQsVTCw8Mdpj09PQEADRs2RFhYGAAgNjYWMTExGDp0KGbNmoWMjAxMmjQJI0aMkO3/BIiIiEg+nHIV8NKlS/H88887tC1btgybN2/G5s2bMWvWLPsVwdVBpVJh3bp1cHNzQ+fOnfHUU09hwIAB5d4yhoiIiKi2ccoI4PHjxxEdHW2fdnNzg1JZkjXbt2+PMWPGOGPXZURGRqK80xzDw8Px888/u6QPRERERHcSpwTArKwsqNUlm7569arDfIvF4nBOIBERERG5jlMOAYeFheHQoUM3nH/gwAH7+XhERERE5FpOCYB9+vTB1KlTUVhYWGZeQUEBpk+fjr59+zpj10RERER0C045BPzaa6/h+++/R5MmTTB27FhER0dDoVDg6NGj+Oijj2AymfDaa685Y9dEREREdAtOCYBBQUHYtWsXXnrpJUyZMsV+EYZCoUCvXr2wYMGCMl/FRkRERESu4bSvgmvQoAE2bNiAjIwMnDx5EgDQqFEj+Pn5OWuXRERERFQBTv0uYADw8/ND+/btnb0bIiIiIqogp1wEQkRERER3LgZAIiIiIplhACQiIiKSGQZAIiIiIplhACQiIiKSGQZAIiIiIplhACQiIiKSGQZAIiIiIplhACQiIiKSGQZAIiIiIplhACQiIiKSGQZAIiIiIplhACQiIiKSGQZAIiIiIplhACQiIiKSGQZAIiIiIplhACQiIiKSGQZAIiIiIpmptQFw3bp16NChA9zd3eHv74/HHnvMYf758+fRr18/eHh4wN/fH+PGjUNRUVE19ZaIiIjIddTV3QFnWLVqFUaMGIF33nkH999/P4QQOHjwoH2+2WxG3759ERAQgB07diA9PR1xcXEQQmD+/PnV2HMiIiIi56t1AdBkMmH8+PGYNWsWXnjhBXt7kyZN7K83btyI5ORkXLhwAaGhoQCAOXPmYNiwYXj77bfh7e3t8n4TERERuUqtC4B//fUX/vnnHyiVSrRp0wYpKSlo3bo1Zs+ejbvuugsAsHv3bjRv3twe/gCgd+/eMBgM2LdvH3r06FHutg0GAwwGg306OzsbAGA0GmE0GiV9H7btSb1dcsQ6uwbr7Bqss+uw1q7hrDrz51YLA+Dp06cBAAkJCZg7dy4iIyMxZ84cdOvWDcePH4efnx9SUlIQFBTksJ6vry+0Wi1SUlJuuO0ZM2Zg+vTpZdo3btwIvV4v7RsplpiY6JTtkiPW2TVYZ9dgnV2HtXYNqeucn58v6fZqohoTABMSEsoNX6Xt2bMHFosFAPD666/j8ccfBwAsWbIEYWFh+O9//4uRI0cCABQKRZn1hRDlttvEx8dj4sSJ9uns7GzUr18fsbGxkh82NhqNSExMRK9evaDRaCTdNpVgnV2DdXYN1tl1WGvXcFadbUfw5KzGBMCxY8di0KBBN10mMjISOTk5AICYmBh7u06nQ1RUFM6fPw8ACA4Oxh9//OGwbmZmJoxGY5mRwdJ0Oh10Ol2Zdo1G47Q/AM7cNpVgnV2DdXYN1tl1WGvXkLrO/JnVoADo7+8Pf3//Wy7Xtm1b6HQ6HDt2DF26dAFg/R/E2bNnERERAQDo2LEj3n77bVy+fBkhISEArIdxdTod2rZt67w3QURERHQHqDEBsKK8vb0xatQoTJs2DfXr10dERARmzZoFAHjyyScBALGxsYiJicHQoUMxa9YsZGRkYNKkSRgxYgSvACYiIqJar9YFQACYNWsW1Go1hg4dioKCAnTo0AG//fYbfH19AQAqlQrr1q3D6NGj0blzZ7i7u2Pw4MGYPXt2NfeciIiIyPlqZQDUaDSYPXv2TQNdeHg4fv75Zxf2ioiIiOjOUGu/Co6IiIiIyscASERERCQzDIBEREREMsMASERERCQzDIBEREREMsMASERERCQzDIBEREREMsMASERERCQzDIBEREREMsMASERERCQzDIBEREREMsMASERERCQzDIBEREREMsMASERERCQzDIBEREREMsMASERERCQzDIBEREREMsMASERERCQzDIBEREREMqOu7g7UZEIIAEB2drbk2zYajcjPz0d2djY0Go3k2ycr1tk1WGfXYJ1dh7V2DWfV2fa5bfsclyMGwNuQk5MDAKhfv34194SIiIgqKycnBz4+PtXdjWqhEHKOv7fJYrHg0qVL8PLygkKhkHTb2dnZqF+/Pi5cuABvb29Jt00lWGfXYJ1dg3V2HdbaNZxVZyEEcnJyEBoaCqVSnmfDcQTwNiiVSoSFhTl1H97e3vzj4gKss2uwzq7BOrsOa+0azqizXEf+bOQZe4mIiIhkjAGQiIiISGYYAO9QOp0O06ZNg06nq+6u1Gqss2uwzq7BOrsOa+0arLPz8CIQIiIiIpnhCCARERGRzDAAEhEREckMAyARERGRzDAAVpMFCxagQYMGcHNzQ9u2bbF9+/abLr9161a0bdsWbm5uiIqKwieffOKintZ8lan1Dz/8gF69eiEgIADe3t7o2LEjfv31Vxf2tuaq7O+0zc6dO6FWq9G6dWvndrCWqGydDQYDXn/9dURERECn06Fhw4b44osvXNTbmquydV66dClatWoFvV6PkJAQPPfcc0hPT3dRb2umbdu2oV+/fggNDYVCocCaNWtuuQ4/CyUkyOW+++47odFoxGeffSaSk5PF+PHjhYeHhzh37ly5y58+fVro9Xoxfvx4kZycLD777DOh0WjEypUrXdzzmqeytR4/fryYOXOm+PPPP8Xx48dFfHy80Gg04q+//nJxz2uWytbZ5tq1ayIqKkrExsaKVq1auaazNVhV6ty/f3/RoUMHkZiYKM6cOSP++OMPsXPnThf2uuapbJ23b98ulEql+PDDD8Xp06fF9u3bxV133SUGDBjg4p7XLOvXrxevv/66WLVqlQAgVq9efdPl+VkoLQbAatC+fXsxatQoh7amTZuKKVOmlLv85MmTRdOmTR3aRo4cKe69916n9bG2qGytyxMTEyOmT58udddqlarWeeDAgeI///mPmDZtGgNgBVS2zr/88ovw8fER6enpruherVHZOs+aNUtERUU5tM2bN0+EhYU5rY+1TUUCID8LpcVDwC5WVFSEffv2ITY21qE9NjYWu3btKned3bt3l1m+d+/e2Lt3L4xGo9P6WtNVpdbXs1gsyMnJgZ+fnzO6WCtUtc5LlizBqVOnMG3aNGd3sVaoSp3Xrl2Ldu3a4b333kO9evUQHR2NSZMmoaCgwBVdrpGqUudOnTrh4sWLWL9+PYQQuHLlClauXIm+ffu6osuywc9CafG7gF0sLS0NZrMZQUFBDu1BQUFISUkpd52UlJRylzeZTEhLS0NISIjT+luTVaXW15szZw7y8vLw1FNPOaOLtUJV6nzixAlMmTIF27dvh1rNP0MVUZU6nz59Gjt27ICbmxtWr16NtLQ0jB49GhkZGTwP8AaqUudOnTph6dKlGDhwIAoLC2EymdC/f3/Mnz/fFV2WDX4WSosjgNVEoVA4TAshyrTdavny2qmsytbaZvny5UhISMCKFSsQGBjorO7VGhWts9lsxuDBgzF9+nRER0e7qnu1RmV+ny0WCxQKBZYuXYr27dujT58+mDt3Lr788kuOAt5CZeqcnJyMcePGYerUqdi3bx82bNiAM2fOYNSoUa7oqqzws1A6/K+3i/n7+0OlUpX5n2RqamqZ/9nYBAcHl7u8Wq1G3bp1ndbXmq4qtbZZsWIFXnjhBfz3v/9Fz549ndnNGq+ydc7JycHevXuxf/9+jB07FoA1qAghoFarsXHjRtx///0u6XtNUpXf55CQENSrVw8+Pj72tmbNmkEIgYsXL6Jx48ZO7XNNVJU6z5gxA507d8a//vUvAEDLli3h4eGBrl274q233uLIlET4WSgtjgC6mFarRdu2bZGYmOjQnpiYiE6dOpW7TseOHcssv3HjRrRr1w4ajcZpfa3pqlJrwDryN2zYMCxbtozn8FRAZevs7e2NgwcPIikpyf4YNWoUmjRpgqSkJHTo0MFVXa9RqvL73LlzZ1y6dAm5ubn2tuPHj0OpVCIsLMyp/a2pqlLn/Px8KJWOH6cqlQpAyQgV3T5+Fkqsmi4+kTXbLQYWL14skpOTxYQJE4SHh4c4e/asEEKIKVOmiKFDh9qXt136/sorr4jk5GSxePFiXvpeQZWt9bJly4RarRYff/yxuHz5sv1x7dq16noLNUJl63w9XgVcMZWtc05OjggLCxNPPPGEOHz4sNi6dato3LixGD58eHW9hRqhsnVesmSJUKvVYsGCBeLUqVNix44dol27dqJ9+/bV9RZqhJycHLF//36xf/9+AUDMnTtX7N+/3367HX4WOhcDYDX5+OOPRUREhNBqteLuu+8WW7dutc+Li4sT3bp1c1h+y5Ytok2bNkKr1YrIyEixcOFCF/e45qpMrbt16yYAlHnExcW5vuM1TGV/p0tjAKy4ytb5yJEjomfPnsLd3V2EhYWJiRMnivz8fBf3uuapbJ3nzZsnYmJihLu7uwgJCRFDhgwRFy9edHGva5bNmzff9O8tPwudSyEEx6eJiIiI5ITnABIRERHJDAMgERERkcwwABIRERHJDAMgERERkcwwABIRERHJDAMgERERkcwwABIRERHJDAMgERERkcwwABIRERHJDAMgERERkczINgA2bdoUCoWi3Me8efOqu3tERERETiPb7wI+cuQIYmJisGnTJsTExMBoNCIqKgrLly9Hv379oNPpyqxjMBhgMBjs0xaLBRkZGahbty4UCoUru09ERERVJIRATk4OQkNDoVTKcyxMXd0dqC4pKSlQq9Xo3LkzdDodkpKSYDKZ0LVr13LDHwDMmDED06dPd3FPiYiIyBkuXLiAsLCw6u5GtZBtADx48CCio6PtYS8pKQkBAQEICgq64Trx8fGYOHGifTorKwvh4eE4c+YMvLy8JO2f0WjE5s2b0aNHD2g0Gkm3TSVYZ9dgnV2DdXYd1to1nFXnnJwcNGjQQPLP7ppEtgHwwIEDaNGihX06KSkJLVu2vOk6Op2u3NFBPz8/eHt7S9o/o9EIvV6PunXr8o+LE7HOrsE6uwbr7DqstWs4q862bcn59C15HviGNQCWDnwVCYBEREREtYEsA6DFYsHhw4cdAt/p06cRERFRjb0iIiIicg1ZBsBTp04hPz/fIQC2atUKCQkJ2LZtWzX2jIiIiMj5ZHkOYOPGjXH93W9++umnauoNERERkWvJcgSQiIiISM4YAImIiIhkhgGQiIiISGYYAImIiIhkhgGQiIiISGYYAImIiIhkhgGQiIiISGYYAImIiIhkhgGQiIiISGYYAImIiIhkhgGQiIiISGYYAImIiIhkhgGQiIiISGYYAImIiIhkhgGQiIiISGYYAImIiIhkhgGQiIiISGYYAImIiIhkhgGQiIiISGYYAImIiIhkhgGQiIiISGYYAImIiIhkhgGQiIiISGYYAImIiIhkhgGQiIiISGYYAImIiIhkhgGQiIiISGYYAImIiIhkhgGQiIiISGYYAImIiIhkhgGQiIiISGbU1d0BVxs2bBiCg4Ph4+ODH374AUePHoW7uzs6deqEmTNnokmTJtXdRSIiIiKnktUIoMViwbp16/DII49g69atGDNmDH7//XckJibCZDIhNjYWeXl51d1NIiIiIqeqNQGwadOmUCgU5T7mzZsHANi5cyeUSiU6dOiADRs2YNiwYbjrrrvQqlUrLFmyBOfPn8e+ffuq+Z0QEREROVetOQS8evVqxMTEYNOmTYiJiYHRaERUVBSWL1+Ofv36AQDWrl2Lfv36Qaksm3uzsrIAAH5+fjfch8FggMFgsE9nZ2cDAIxGI4xGo5Rvx749qbdLjlhn12CdXYN1dh3W2jWcVWf+3ACFEEJUdyeksHnzZsTGxiI3Nxc6nQ5JSUlo06YNUlJSEBQUBABo0qQJZs+ebQ+ENkIIPPLII8jMzMT27dtvuI+EhARMnz69TPuyZcug1+ulfUNERETkFPn5+Rg8eDCysrLg7e1d3d2pFrVmBPDgwYOIjo6GTqcDACQlJSEgIMAe/o4cOYKLFy+iZ8+eZdYdO3YsDhw4gB07dtx0H/Hx8Zg4caJ9Ojs7G/Xr10dsbKzkv0BGoxGJiYno1asXNBqNpNumEqyza7DOrsE6uw5r7RrOqrPtCJ6c1ZoAeODAAbRo0cI+nZSUhJYtW9qn165di169esHd3d1hvZdffhlr167Ftm3bEBYWdtN96HQ6e8AsTaPROO0PgDO3TSVYZ9dgnV2DdXYd1to1pK4zf2a16CKQAwcOOAS+6wPgjz/+iP79+9unhRAYO3YsfvjhB/z2229o0KCBS/tLREREVF1uewTwZhdNlEehUOCvv/5CRETE7e7azmKx4PDhw5g6daq97fTp03j00UcBAKmpqdizZw/WrFljnz9mzBgsW7YMP/74I7y8vJCSkgIA8PHxKTNKSERERFSb3HYAvHbtGj744AP4+PjcclkhBEaPHg2z2Xy7u3Vw6tQp5OfnO4z4tWrVCgkJCWjTpg1OnDiBDh06IDAw0D5/4cKFAIDu3bs7bGvJkiUYNmyYpP0jIiIiupNIcg7goEGDHMLVzbz88stS7NJB48aNcf3FzD/99JP99ezZsx0O/wIoszwRERGRXNx2ALRYLJVaPicn53Z3WWldunTB008/7fL9EhEREd2Jas1VwDczefLk6u4CERER0R3jtgPg2rVrK7zs9YdhiYiIiMj1bjsADhgwwGFaoVA4nF+nUCjsr6W++IOIiIiIKu+27wNosVjsj40bN6J169b45ZdfcO3aNWRlZWH9+vW4++67sWHDBin6S0RERES3SdJzACdMmIBPPvkEXbp0sbf17t0ber0eL774Io4cOSLl7oiIiIioCiT9JpBTp06Vez9AHx8fnD17VspdEREREVEVSRoA77nnHkyYMAGXL1+2t6WkpODVV19F+/btpdwVEREREVWRpAHwiy++QGpqKiIiItCoUSM0atQI4eHhuHz5MhYvXizlroiIiIioiiQ9B7BRo0Y4cOAAEhMTcfToUQghEBMTg549ezpcDUxERERE1UfyG0ErFArExsYiNjZW6k0TERERkQQkD4B5eXnYunUrzp8/j6KiIod548aNk3p3RERUi5gtAgaTGYVGi8Oz0SRgtFhgMguYzBYYLcXPZgFTcbvRbIGpuN36bF1HiJLvf7fdptZ2t9qSaYHSXxGvVCigVimgUSmgUiqLnxXQKJVQKRVQwIKD6QpoklOhd9PAXaOCXquGu1YJN43KPq1TK6FU8ggY3XkkDYD79+9Hnz59kJ+fj7y8PPj5+SEtLQ16vR6BgYEMgERENViRyYL8IhPyiswoKDIhz2BGfpG5TFuB0Yw8gwn5RWYUFJnLBLpCkxmGUs+GUtNGs7h1R+4YKiw5nnTLpdw0Sui1ani5qeHjroGPuwbebhp42167W9v99FoEeOkQ6OWGAC8d3LUq578Fki1JA+Arr7yCfv36YeHChahTpw5+//13aDQaPPPMMxg/fryUuyIiolswWwTyikzIKTQht9CEXIPR+tpQ0pZjKJmXV2RGvsEW5szIKzIh32ANePlFZpgsrg1nGpUCbmoVdBolNCqldUROaX1WlxqVU6usr21tavsy1nmq4nPQbaeil5ySfl17qddmC2C2jThaSkYZra8FjCYzUq+mw7tOHRSZBQqMZhQWWcNvfpEZBpPF/j4KjRYUGouQked4VOxWPHVqBHjpEOCpQ4CXDvV83RFmf+gR5usOvVbyA3kkE5L+5iQlJWHRokVQqVRQqVQwGAyIiorCe++9h7i4ODz22GNS7o6IqFYSQiC/yIzsQiOyC0qCmy28lQ5uOYVGa5vBhOwCI1LSVXjn0FbkFgc5Z9CqlNDrVNBrVNDr1PDQquCuVcFDq7Y/63Uq6LXWQ6FuGhV0GhV0auvhUduzm1oJnUYFN40SOnXZZ9UdfOjUaDRi/fr16NOnAzQaTZn5FotAockapG2hMLvAiKwCI7ILjcjKNyKrwISs4rasAiMy84twNceA1JxCFBot9p/rmbS8G/ajrocWYX56NPT3QMNATzQO9ESjQE+E++mhVkl6ow+qZSQNgBqNxn61b1BQEM6fP49mzZrBx8cH58+fl3JXRER3NIPJbP2wLzAVBznbh781qNnabPOty5bMr/pomwKAwaFFo1LAy00DT531MGTpZ083tX2eh9Ya6PQ3CHN6rXWehsHilpRKRXG9Kv8xK4RAXpEZV3MM9kdKdiH+ySzAxcx8XCx+zi40IT2vCOl5Rfj7wjWHbWhVSkT669EsxBst6vmgRT0f3FXPB546jhiSlaS/CW3atMHevXsRHR2NHj16YOrUqUhLS8M333yDFi1aSLkrIiKnMpkt14U1k330xtZ2s4BX+hBgVamVCni7a64LbRqH8OapU8PbzfraXaXAoaR96NmtM3w93ezL6NQ8l6wmUSgU1p+dTo0G/h43XC6rwIh/MgtwPiMPJ1NzcTI1FydSc3Hqai4KjRYcv5KL41dy8WPSpeLtAg38PdCyng/aRvqhfaQfGgd68iIVmZI0AL7zzjvIyckBALz55puIi4vDSy+9hEaNGmHJkiVS7oqIqEJsI3FZ+UZcKzDiWr4R1/KLkGV7XVCEa/nGMtM5habb3rdCgeKT/dXWZ7eSk/6vvwjAYbp4HXeNqlL3UDUajTCcEbgr1Lvcw5JUu9guKIkJ9XZot1gE/rlWgBOpOTj8TzYO/pOFQ/9k4VJWIU5fzcPpq3lYUxwK6+g1uKc4DHZsWBd3hXrzvr0yIVkAFEIgICAAd911FwAgICAA69evl2rzRCRjQlhPsreGN2tIcwh0tulyAl2B8fbOg/PQqopDWkkw8y51Fad38ZWdpefbpj21ao6ukMsplQrU99Ojvp8e9zcNsren5Rpw8J8s/H3hGvaczcBf567hWr4RiclXkJh8BQAQ4KVDt+gA9GgSiC6N/eHjzv9I1FaSBsDGjRvj8OHDaNy4sVSbJaJaRAhRajSuqDiwGZGVX/LaGt7KTt/O7UGUCutoSR29tvhZgzqlpu1teg183LX2+d7uGp7vRrWGv6cOPZoEokeTQACA0WzBoX+y8OeZDPxxJgO/n07H1RwDVu67iJX7LkKlVKBdhC/6tAjBQ82DEejtVs3vgKQkWQBUKpVo3Lgx0tPTGQCJZMBkthQHtCJk5FmvYLyWX4TMfOvrzDzra+v8IlzJVGHiH/+D+TZuJaJRKVBHry0Ob5ri8KYtFeg08Ck1v467Fj56Dbx0HIkjup5GpUSbcF+0CffFyG4NYTCZsedMJrYcS8WW41dxMjUXfxSHw4SfDuOeCD/0aRGMPi1DEOjFMFjTSXoO4HvvvYd//etfWLhwIZo3by7lponIiQqN5uLQVhzeioPctbwiZBSPztnbigNd5c+RU8D2/QtuGiV8HUbjtMXhreR1HffrpvWaSp8TR0QVp1Or0KWxP7o09sd/AFzIyMevh1Ow/uBl/HX+Gv48m4E/z2bgzXVH0D06AE+2C8P9TYOgVXOUvCaSNAA+88wzyM/PR6tWraDVauHu7u4wPyMjQ8rdEdF1hBDIMZhwrTjIZdhG5fKKg1upEFc67BUaq37Fqo+7Br566+FUX70Gvh5a+Ba/trZp4a1T4uC+39Gv9/0I8NbDTcOrUonudPX99BjeNQrDu0bh0rUC/HIoBT8fuIT9569h09FUbDqaCj8PLR5pHYohHcLRKNCrurtMlSBpAPzggw+k3ByRrJnMluKbw5YcUi09Emc9xFq6zfq6qvePUysVJSFObx118/PQ3rTNx11ToZvNGo1GZBwFgr3doGH4I6pxQuu444UuDfBClwY4mZqLlfsu4oe/LiI1x4AlO89iyc6z6NrYH3EdI9GjaeAdfRNvspI0AMbFxUm5OaJaw2KxXvyQURzk0vOsz7Zp2zl0GXlF9kOs2bdxGxI3jRJ++uKg5mEdifMrPSrn0KZFHQ/reXI8vEpEt9Io0BNTHmqKSbHR2HbiKpb/eQGbjlzB9hNp2H4iDeF+ejzbMQKD2ofzxtN3sNv+yWRnZ8Pb2/vWCxbLycmBlxeHianmst2l3xrcSoc468MW5DLzrIHPFuqqeu2Dl5u6zEic/RCrh/W5dNjz1Wt5iJWInE6tUuL+pkG4v2kQLmTk49vfz2H5n+dxPiMfb607gnmbTmBYp0gM69wAfh7a6u4uXee2A6Cvry8uX76MwMDACi1fr149JCUlISoq6nZ3TSQJkwW4kl2InKKCckJc8Wid7UrX4sBXVMVvebCFOV+9Fn4eJQ/fUufP+XmUjNTVqeAhViKi6lTfT4/4Ps0wvmdjrNl/CZ/vOI3TV/Mw77eT+Gz7GQzuEI4RXaMQ7MOrh+8Utx0AhRD4/PPP4enpWaHljUbj7e6S6IbMtkOt5YW40qN1+UZk5BmQkVeEPIMa+GNbpfelVStR97oQZ3/2LD686mE9Z842Qser5YioNtNr1RjcIRwD76mPjYdT8PGWkzj0TzYW7ziDr3efxaB7wjH2/kYI4j0Fq91tB8Dw8HB89tlnFV4+ODiYX1FEFVL6UKs9wJUKdmVG64qvbq3KoVaVUlFyeNVDi7oe1me/4mm/4kOrdT109lDHW5IQEZVPpVTgoRYheLB5MLafSMPHm0/ijzMZ+Ob3c/h+7wU82zECL3VvxEPD1ei2A+DZs2cl6AbJgcFktp4Xd9MQV4T03CL7PemKzFU/1Fo2xGnto3G2UOelVWLfrq147OGHoNPxDxERkZQUCgXuiw7AfdEB2H0qHbM3HsO+c5n4bPsZLPvjPF7o0gDD74uCtxsHhlyNl+dQlZQcajUgI6/sIVeHiyOKw1yuoWpXteqKD7X6lne4tTjQ2duLR+oq+vVdRqMRR9Tgt0QQETlZx4Z1sXJUR2w5dhWzNx7D4UvZmPfbSXy1+xxevr8RhnaMgE7NC9hcRfYBcMGCBZg1axYuX76Mu+66Cx988AG6du1a3d1yKSEEcg0m+1Wr5d+mxDHUXSswQlT5UGvJIdXyQ1zJ+XN1PXRw1/IPAhFRbaBQKNCjaSC6RQdgw+EUzE08jpOpuXhr3RF8tfssJvduiodbhvD0GheQdQBcsWIFJkyYgAULFqBz585YtGgRHnroISQnJyM8PLy6u1dlhUYzruUbkZ5ncAh114c426jd7Rxq9bZd1Wo7b66cUOdb6tCrlxu/k5WISO6USgX6tAhBbEwQVu67iLmJx3EhowAvL9+Pz3ecwet9mqF9A7/q7matJusAOHfuXLzwwgsYPnw4AOs3mfz6669YuHAhZsyYUc29szJbBLJzDfbbkNgOuTocbi11Pl1mXhHyisxV2pebRmm/yKH0Fa2lD7+Wvn1JHb2mwodaiYiIrqdWKTGofTj6tw7FZ9vOYNG2U/j7wjU8tWg3esUEYVLPRtXdxVpLtgGwqKgI+/btw5QpUxzaY2NjsWvXrnLXMRgMMBgM9uns7GwA1vPIpLy9zVe7z2HpHxdwJUuFCbsTUZX7B5dc1apxvM+c7dYkpZ+L2yt9qNVihtFStbB5p7D93Hh7IudinV2DdXYd1lpaGgUwulsknrw7BPM2n8J/9/2DxOQr+O1IKnrVU6KXxHXmz80JAXD79u1YtGgRTp06hZUrV6JevXr45ptv0KBBA3Tp0kXq3VVZWloazGYzgoKCHNqDgoKQkpJS7jozZszA9OnTy7Rv3LgRer1esr7tv6jAmXQVgJJDpXqVgIcG8FADnhpR/Ax4qK3tnmrAQyOKnwF3FaBQlPMLXlT8yARyYH2ck6znNVdiYmJ1d0EWWGfXYJ1dh7WWXkc10KAF8NN5JQ5lKuGrE5LXOT8/X9Lt1USSBsBVq1Zh6NChGDJkCPbv328fLcvJycE777yD9evXS7k7SVx/oqkQ4oYnn8bHx2PixIn26ezsbNSvXx+xsbGV+jq8W2mRmY+n0nJx5O+96PNAN/h7u/NQq5MYjUYkJiaiV69evD+lE7HOrsE6uw5r7XzPA/jzdBpSj/wpeZ1tR/DkTNIA+NZbb+GTTz7Bs88+i++++87e3qlTJ7zxxhtS7uq2+fv7Q6VSlRntS01NLTMqaKPT6aDT6cq0azQaSX8xowJ9UN9Xj2sngBBfD/5xcQGpf4ZUPtbZNVhn12Gtnat9lD/WH5W+zvyZAZIOKx07dgz33XdfmXZvb29cu3ZNyl3dNq1Wi7Zt25YZVk5MTESnTp2qqVdEREREzifpCGBISAhOnjyJyMhIh/YdO3YgKipKyl1JYuLEiRg6dCjatWuHjh074tNPP8X58+cxatSo6u4aERERkdNIGgBHjhyJ8ePH44svvoBCocClS5ewe/duTJo0CVOnTpVyV5IYOHAg0tPT8cYbb+Dy5cto3rw51q9fj4iIiOruGhEREZHTSBoAJ0+ejKysLPTo0QOFhYW47777oNPpMGnSJIwdO1bKXUlm9OjRGD16dHV3g4iIiMhlJL8NzNtvv43XX38dycnJsFgsiImJgaenp9S7ISIiIqIqcsq9RfR6Pdq1a4emTZvif//7H44cOeKM3RARERFRFUgaAJ966il89NFHAICCggLcc889eOqpp9CyZUusWrVKyl0RERERURVJGgC3bduGrl27AgBWr14Ni8WCa9euYd68eXjrrbek3BURERERVZGkATArKwt+fn4AgA0bNuDxxx+HXq9H3759ceLECSl3RURERERVJGkArF+/Pnbv3o28vDxs2LABsbGxAIDMzEy4ublJuSsiIiIiqiJJrwKeMGEChgwZAk9PT0RERKB79+4ArIeGW7RoIeWuiIiIiKiKJA2Ao0ePRocOHXD+/Hn06tULSqV1gDEqKornABIRERHdISS/D2Dbtm3Rtm1bh7a+fftKvRsiIiIiqiLJA+DFixexdu1anD9/HkVFRQ7z5s6dK/XuiIiIiKiSJA2AmzZtQv/+/dGgQQMcO3YMzZs3x9mzZyGEwN133y3lroiIiIioiiS9Cjg+Ph6vvvoqDh06BDc3N6xatQoXLlxAt27d8OSTT0q5KyIiIiKqIkkD4JEjRxAXFwcAUKvVKCgogKenJ9544w3MnDlTyl0RERERURVJGgA9PDxgMBgAAKGhoTh16pR9XlpampS7IiIiIqIqkvQcwHvvvRc7d+5ETEwM+vbti1dffRUHDx7EDz/8gHvvvVfKXRERERFRFUkaAOfOnYvc3FwAQEJCAnJzc7FixQo0atQI77//vpS7IiIiIqIqkjQARkVF2V/r9XosWLBAys0TERERkQQkvw8gABQVFSE1NRUWi8WhPTw83Bm7IyIiIqJKkDQAHj9+HC+88AJ27drl0C6EgEKhgNlslnJ3RERERFQFkgbA5557Dmq1Gj///DNCQkKgUCik3DwRERERSUDSAJiUlIR9+/ahadOmUm6WiIiIiCQk6X0AY2JieL8/IiIiojvcbQfA7Oxs+2PmzJmYPHkytmzZgvT0dId52dnZUvSXiIiIiG7TbR8CrlOnjsO5fkIIPPDAAw7L8CIQIiIiojvHbQfAzZs3S9EPIiIiInKR2w6A3bp1k6IfREREROQiklwEkp+fjzFjxqBevXoIDAzE4MGDeTEIERER0R1KkgA4bdo0fPnll+jbty8GDRqExMREvPTSS1JsmoiIiIgkJsl9AH/44QcsXrwYgwYNAgA888wz6Ny5M8xmM1QqlRS7ICIiIiKJSDICeOHCBXTt2tU+3b59e6jValy6dEmKzRMRERGRhCQJgGazGVqt1qFNrVbDZDJJsXkiIiIikpAkh4CFEBg2bBh0Op29rbCwEKNGjYKHh4e97YcffpBid7dl2LBhCA4OxrvvvosZM2bghx9+wNGjR+Hu7o5OnTph5syZaNKkSXV3k4iIiMhpJAmAcXFxZdqeeeYZKTYtKYvFgnXr1mHt2rUAgK1bt2LMmDG45557YDKZ8PrrryM2NhbJyckOwZWIiIioNpEkAC5ZskSKzdyWpk2b4tixY+XO+/DDDzFu3Djs3LkTSqUSHTp0AABs2LDBYbklS5YgMDAQ+/btw3333ef0PhMRERFVB0kC4J1g9erViImJwaZNmxATEwOj0YioqCgsX74c/fr1AwCsXbsW/fr1g1JZ/qmPWVlZAAA/P79y5xsMBhgMBvu07fuNjUYjjEajlG/Hvj2pt0uOWGfXYJ1dg3V2HdbaNZxVZ/7cAIUQQlR3J6SwefNmxMbGIjc3FzqdDklJSWjTpg1SUlIQFBQEAGjSpAlmz55tD4SlCSHwyCOPIDMzE9u3by93HwkJCZg+fXqZ9mXLlkGv10v7hoiIiMgp8vPzMXjwYGRlZcHb27u6u1Mt7ugRwBsFrtL27NmDdu3a4eDBg4iOjrZfiJKUlISAgAB7+Dty5AguXryInj17lrudsWPH4sCBA9ixY8cN9xUfH4+JEyfap7Ozs1G/fn3ExsZK/gtkNBqRmJiIXr16QaPRSLptKsE6uwbr7Bqss+uw1q7hrDrbjuDJ2R0dAMeOHWu/ufSNREZGAgAOHDiAFi1a2NuTkpLQsmVL+/TatWvRq1cvuLu7l9nGyy+/jLVr12Lbtm0ICwu74b50Op3Dlc42Go3GaX8AnLltKsE6uwbr7Bqss+uw1q4hdZ35M7vDA6C/vz/8/f0rtOyBAwcwYMAA+3RSUhLuvvtu+/SPP/6I4cOHO6wjhMDLL7+M1atXY8uWLWjQoIEk/SYiIiK6k0lyI+jqZrFYcPjwYYcRv9OnTyMiIgIAkJqaij179uDhhx92WG/MmDH49ttvsWzZMnh5eSElJQUpKSkoKChwaf+JiIiIXOmOHgGsqFOnTiE/P98hALZq1QoJCQlo06YNTpw4gQ4dOiAwMNBhvYULFwIAunfv7tC+ZMkSDBs2zNndJiIiIqoWtSIANm7cGNdfzPzTTz/ZX8+ePRv9+/cvs14tuQCaiIiIqFJqxSHgW+nSpQuefvrp6u4GERER0R2hVowA3srkyZOruwtEREREdwxZjAASERERUQkGQCIiIiKZYQAkIiIikhkGQCIiIiKZYQAkIiIikhkGQCIiIiKZYQAkIiIikhkGQCIiIiKZYQAkIiIikhkGQCIiIiKZYQAkIiIikhkGQCIiIiKZYQAkIiIikhkGQCIiIiKZYQAkIiIikhkGQCIiIiKZYQAkIiIikhkGQCIiIiKZYQAkIiIikhkGQCIiIiKZYQAkIiIikhkGQCIiIiKZYQAkIiIikhkGQCIiIiKZYQAkIiIikhkGQCIiIiKZYQAkIiIikhkGQCIiIiKZYQAkIiIikhkGQCIiIiKZYQAkIiIikhlZBsCmTZtCoVCU+5g3b151d4+IiIjIqdTV3YHqsHr1asTExGDTpk2IiYmB0WhEVFQUli9fjn79+t1wPYPBAIPBYJ/OysoCAGRkZMBoNEraR6PRiPz8fKSnp0Oj0Ui6bSrBOrsG6+warLPrsNau4aw65+TkAACEEJJts6aRZQBMSUmBWq1G586dodPpkJSUBJPJhK5du0Kn091wvRkzZmD69Oll2hs0aODM7hIREZET5OTkwMfHp7q7US1qTQBMSEgoN5yVtmfPHrRr1w4HDx5EdHS0PewlJSUhICAAQUFBN10/Pj4eEydOtE9bLBZkZGSgbt26UCgUt/8mSsnOzkb9+vVx4cIFeHt7S7ptKsE6uwbr7Bqss+uw1q7hrDoLIZCTk4PQ0FDJtlnT1JoAOHbsWAwaNOimy0RGRgIADhw4gBYtWtjbk5KS0LJly1vuQ6fTlRkhrFOnTqX7Whne3t784+ICrLNrsM6uwTq7DmvtGs6os1xH/mxqTQD09/eHv79/hZY9cOAABgwYYJ9OSkrC3Xff7aSeEREREd1ZZHcVsMViweHDhx1G/E6fPo2IiIhq7BURERGR68guAJ46dQr5+fkOAbBVq1ZISEjAtm3bqrFnjnQ6HaZNm3bTi1Lo9rHOrsE6uwbr7DqstWuwzs6jEHK+BpqIiIhIhmQ3AkhEREQkdwyARERERDLDAEhEREQkMwyARERERDLDAFhNFixYgAYNGsDNzQ1t27bF9u3bb7r81q1b0bZtW7i5uSEqKgqffPKJi3pa81Wm1j/88AN69eqFgIAAeHt7o2PHjvj1119d2Nuaq7K/0zY7d+6EWq1G69atndvBWqKydTYYDHj99dcREREBnU6Hhg0b4osvvnBRb2uuytZ56dKlaNWqFfR6PUJCQvDcc88hPT3dRb2tmbZt24Z+/fohNDQUCoUCa9asueU6/CyUkCCX++6774RGoxGfffaZSE5OFuPHjxceHh7i3Llz5S5/+vRpodfrxfjx40VycrL47LPPhEajEStXrnRxz2ueytZ6/PjxYubMmeLPP/8Ux48fF/Hx8UKj0Yi//vrLxT2vWSpbZ5tr166JqKgoERsbK1q1auWaztZgValz//79RYcOHURiYqI4c+aM+OOPP8TOnTtd2Ouap7J13r59u1AqleLDDz8Up0+fFtu3bxd33XWXGDBggIt7XrOsX79evP7662LVqlUCgFi9evVNl+dnobQYAKtB+/btxahRoxzamjZtKqZMmVLu8pMnTxZNmzZ1aBs5cqS49957ndbH2qKytS5PTEyMmD59utRdq1WqWueBAweK//znP2LatGkMgBVQ2Tr/8ssvwsfHR6Snp7uie7VGZes8a9YsERUV5dA2b948ERYW5rQ+1jYVCYD8LJQWDwG7WFFREfbt24fY2FiH9tjYWOzatavcdXbv3l1m+d69e2Pv3r0wGo1O62tNV5VaX89isSAnJwd+fn7O6GKtUNU6L1myBKdOncK0adOc3cVaoSp1Xrt2Ldq1a4f33nsP9erVQ3R0NCZNmoSCggJXdLlGqkqdO3XqhIsXL2L9+vUQQuDKlStYuXIl+vbt64ouywY/C6VVa74LuKZIS0uD2WxGUFCQQ3tQUBBSUlLKXSclJaXc5U0mE9LS0hASEuK0/tZkVan19ebMmYO8vDw89dRTzuhirVCVOp84cQJTpkzB9u3boVbzz1BFVKXOp0+fxo4dO+Dm5obVq1cjLS0No0ePRkZGBs8DvIGq1LlTp05YunQpBg4ciMLCQphMJvTv3x/z5893RZdlg5+F0uIIYDVRKBQO00KIMm23Wr68diqrsrW2Wb58ORISErBixQoEBgY6q3u1RkXrbDabMXjwYEyfPh3R0dGu6l6tUZnfZ4vFAoVCgaVLl6J9+/bo06cP5s6diy+//JKjgLdQmTonJydj3LhxmDp1Kvbt24cNGzbgzJkzGDVqlCu6Kiv8LJQO/+vtYv7+/lCpVGX+J5mamlrmfzY2wcHB5S6vVqtRt25dp/W1pqtKrW1WrFiBF154Af/973/Rs2dPZ3azxqtsnXNycrB3717s378fY8eOBWANKkIIqNVqbNy4Effff79L+l6TVOX3OSQkBPXq1YOPj4+9rVmzZhBC4OLFi2jcuLFT+1wTVaXOM2bMQOfOnfGvf/0LANCyZUt4eHiga9eueOuttzgyJRF+FkqLI4AuptVq0bZtWyQmJjq0JyYmolOnTuWu07FjxzLLb9y4Ee3atYNGo3FaX2u6qtQasI78DRs2DMuWLeM5PBVQ2Tp7e3vj4MGDSEpKsj9GjRqFJk2aICkpCR06dHBV12uUqvw+d+7cGZcuXUJubq697fjx41AqlQgLC3Nqf2uqqtQ5Pz8fSqXjx6lKpQJQMkJFt4+fhRKrpotPZM12i4HFixeL5ORkMWHCBOHh4SHOnj0rhBBiypQpYujQofblbZe+v/LKKyI5OVksXryYl75XUGVrvWzZMqFWq8XHH38sLl++bH9cu3atut5CjVDZOl+PVwFXTGXrnJOTI8LCwsQTTzwhDh8+LLZu3SoaN24shg8fXl1voUaobJ2XLFki1Gq1WLBggTh16pTYsWOHaNeunWjfvn11vYUaIScnR+zfv1/s379fABBz584V+/fvt99uh5+FzsUAWE0+/vhjERERIbRarbj77rvF1q1b7fPi4uJEt27dHJbfsmWLaNOmjdBqtSIyMlIsXLjQxT2uuSpT627dugkAZR5xcXGu73gNU9nf6dIYACuusnU+cuSI6Nmzp3B3dxdhYWFi4sSJIj8/38W9rnkqW+d58+aJmJgY4e7uLkJCQsSQIUPExYsXXdzrmmXz5s03/XvLz0LnUgjB8WkiIiIiOeE5gEREREQywwBIREREJDMMgEREREQywwBIREREJDMMgEREREQywwBIREREJDMMgEREREQywwBIVEts2bIFCoUC165dAwB8+eWXqFOnjlP3OWzYMAwYMOCmy6xZswaNGjWCSqXChAkTnNqfmu7//u//8OKLL1Z3N2qFyMhIfPDBB1Ve/+eff0abNm1gsVik6xTRHYQBkOg6w4YNg0KhwLvvvuvQvmbNGigUimrqVeUNHDgQx48fr+5uYOTIkXjiiSdw4cIFvPnmm9XdnTvWlStX8OGHH+K1116zt23btg39+vVDaGgoFAoF1qxZU6Ftbd26FW3btoWbmxuioqLwySefOKnXJRQKBdzc3HDu3DmH9gEDBmDYsGFO3//19uzZU+EwXV5YfPjhh6FQKLBs2TIn9I6o+jEAEpXDzc0NM2fORGZmpqTbLSoqknR7N+Pu7o7AwECX7a88ubm5SE1NRe/evREaGgovL68yy5jNZo6yAFi8eDE6duyIyMhIe1teXh5atWqFjz76qMLbOXPmDPr06YOuXbti//79eO211zBu3DisWrXKCb12pFAoMHXqVKfvpyICAgKg1+tvaxvPPfcc5s+fL1GPiO4sDIBE5ejZsyeCg4MxY8aMmy63atUq3HXXXdDpdIiMjMScOXMc5kdGRuKtt97CsGHD4OPjgxEjRtgPzf78889o0qQJ9Ho9nnjiCeTl5eGrr75CZGQkfH198fLLL8NsNtu39e2336Jdu3bw8vJCcHAwBg8ejNTU1Bv27fpDwJGRkVAoFGUeNv/88w8GDhwIX19f1K1bF4888gjOnj1rn282mzFx4kTUqVMHdevWxeTJk3Gzb5LcsmWLPfDdf//9UCgU2LJli8P7j4mJgU6nw7lz51BUVITJkyejXr168PDwQIcOHbBly5Yy7yk8PBx6vR6PPvoo5syZ4/AeyzskPWHCBHTv3t0+LYTAe++9h6ioKLi7u6NVq1ZYuXKlQ78VCgU2bdqEdu3aQa/Xo1OnTjh27JjDdteuXYt27drBzc0N/v7+eOyxxwAAb7zxBlq0aFGmHm3btr1pOPruu+/Qv39/h7aHHnoIb731ln3bFfHJJ58gPDwcH3zwAZo1a4bhw4fj+eefx+zZsyu8jap6+eWX8e233+LgwYPlzv/6669Rt25dGAwGh/bHH38czz77rH363XffRVBQELy8vPDCCy9gypQpaN26tX1+9+7dy5xOcP1I4/WjegkJCQgPD4dOp0NoaCjGjRtn39a5c+fwyiuvlPk30b9/f/z55584ffp0JStBdOdjACQqh0qlwjvvvIP58+fj4sWL5S6zb98+PPXUUxg0aBAOHjyIhIQE/N///R++/PJLh+VmzZqF5s2bY9++ffi///s/AEB+fj7mzZuH7777Dhs2bMCWLVvw2GOPYf369Vi/fj2++eYbfPrppw7BpKioCG+++Sb+/vtvrFmzBmfOnKnUobU9e/bg8uXLuHz5Mi5evIh7770XXbt2tfenR48e8PT0xLZt27Bjxw54enriwQcftI9azpkzB1988QUWL16MHTt2ICMjA6tXr77h/kqHplWrVuHy5cvo1KmTfX8zZszA559/jsOHDyMwMBDPPfccdu7cie+++w4HDhzAk08+iQcffBAnTpwAAPzxxx94/vnnMXr0aCQlJaFHjx546623Kvz+bf7zn/9gyZIlWLhwIQ4fPoxXXnkFzzzzDLZu3eqw3Ouvv445c+Zg7969UKvVeP755+3z1q1bh8ceewx9+/bF/v377WERAJ5//nkkJydjz5499uUPHDiA/fv33/DnlZmZiUOHDtm3cTt2796N2NhYh7bevXtj7969MBqNN1zP09Pzpo+HHnrolvvu1KkTHn74YcTHx5c7/8knn4TZbMbatWvtbWlpafj555/x3HPPAQC+//57TJs2DW+//Tb27t2LkJAQLFiwoCJv/YZWrlyJ999/H4sWLcKJEyewZs0ae0j/4YcfEBYWhjfeeMP+78MmIiICgYGB2L59+23tn+iOJIjIQVxcnHjkkUeEEELce++94vnnnxdCCLF69WpR+p/M4MGDRa9evRzW/de//iViYmLs0xEREWLAgAEOyyxZskQAECdPnrS3jRw5Uuj1epGTk2Nv6927txg5cuQN+/nnn38KAPZ1Nm/eLACIzMxM+358fHzKXXfcuHEiIiJCpKamCiGEWLx4sWjSpImwWCz2ZQwGg3B3dxe//vqrEEKIkJAQ8e6779rnG41GERYWZq9VeTIzMwUAsXnz5jLvPykpyd528uRJoVAoxD///OOw/gMPPCDi4+OFEEI8/fTT4sEHH3SYP3DgQIf3WPpnZzN+/HjRrVs3IYQQubm5ws3NTezatcthmRdeeEE8/fTTQoiSOv7vf/+zz1+3bp0AIAoKCoQQQnTs2FEMGTLkhu/7oYceEi+99JJ9esKECaJ79+43XH7//v0CgDh//vwNlwEgVq9efcP5No0bNxZvv/22Q9vOnTsFAHHp0qUbrnfixImbPi5evHjT/dr6d+jQIaFSqcS2bduEEEI88sgjIi4uzr7cSy+9JB566CH79AcffCCioqLsv3sdO3YUo0aNcth2hw4dRKtWrezT3bp1E+PHj3dY5vr9REREiPfff18IIcScOXNEdHS0KCoqKrfvpZe9Xps2bURCQsJN3jlRzcQRQKKbmDlzJr766iskJyeXmXfkyBF07tzZoa1z5844ceKEw6Hb8kZ19Ho9GjZsaJ8OCgpCZGQkPD09HdpKH+Ldv38/HnnkEURERMDLy8t+WPP8+fOVek+ffvopFi9ejB9//BEBAQEArKOZJ0+ehJeXl33Ex8/PD4WFhTh16hSysrJw+fJldOzY0b4dtVpd5RErrVaLli1b2qf/+usvCCEQHR3tMOq0detWnDp1CoC13qX3D6DM9K0kJyejsLAQvXr1ctjP119/bd+PTen+hYSEAID955GUlIQHHnjghvsZMWIEli9fjsLCQhiNRixdutRhBPF6BQUFAKznnkrh+ouVRPGh+ptdxNSoUaObPurVq1ehfd9111149tln8e9//7vc+SNGjMDGjRvxzz//AACWLFliv/AKkObnfL0nn3wSBQUFiIqKwogRI7B69WqYTKYKrevu7o78/Pzb2j/RnUhd3R0gupPdd9996N27N1577bUyh++EEDf8oC3Nw8OjTJtGo3GYVigU5bbZLo7Iy8tDbGwsYmNj8e233yIgIADnz59H7969K3VhyZYtW/Dyyy9j+fLlaNWqlb3dYrGgbdu2WLp0aZl1bCFRSu7u7g61s1gsUKlU2LdvH1QqlcOytlBcXm2vp1QqyyxX+rCnrZ7r1q0rE2h0Op3DdOmfh62vtvXd3d1v2o9+/fpBp9Nh9erV0Ol0MBgMePzxx2+4vL+/PwDroeDbrXdwcDBSUlIc2lJTU6FWq1G3bt0brlf6Px/l6dq1K3755ZcK9WH69OmIjo4u96rlNm3aoFWrVvj666/Ru3dvHDx4ED/99FOFtmtzq5/z9erXr49jx44hMTER//vf/zB69GjMmjULW7duLfPv7noZGRlO+TdAVN0YAIluYcaMGWjTpg2io6Md2mNiYrBjxw6Htl27diE6OrpMiLldR48eRVpaGt59913Ur18fALB3795KbePkyZN4/PHH8dprr5W5qODuu+/GihUrEBgYCG9v73LXDwkJwe+//4777rsPAGAymbBv3z7cfffdVXhHjtq0aQOz2YzU1FT7eYnXi4mJwe+//+7Qdv10QEAADh065NCWlJRk/5C3XXRy/vx5dOvWrcr9bdmyJTZt2mQ/b+16arUacXFxWLJkCXQ6HQYNGnTTK1IbNmwIb29vJCcnl/k9q6yOHTuWCVQbN25Eu3btbhp2kpKSbrrdW4Xe0urXr4+xY8fitddecxjpthk+fDjef/99/PPPP+jZs6f9dxoAmjVrht9//93hopDyfs6lz9Uzm804dOgQevTocdP+9+/fH/3798eYMWPQtGlTHDx4EHfffTe0Wq3DqL2NbQS8TZs2FX7vRDUFAyDRLbRs2RJDhgwpczuIV199Fffccw/efPNNDBw4ELt378ZHH3102yeslyc8PBxarRbz58/HqFGjcOjQoUrdU6+goAD9+vVD69at8eKLLzqMEAUHB2PIkCGYNWsWHnnkEbzxxhsICwvD+fPn8cMPP+Bf//oXwsLCMH78eLz77rto3LgxmjVrhrlz59pvOn27oqOjMWTIEDz77LOYM2cO2rRpg7S0NPz2229o0aIF+vTpg3HjxqFTp0547733MGDAAGzcuBEbNmxw2M7999+PWbNm4euvv0bHjh3x7bff4tChQ/YPcC8vL0yaNAmvvPIKLBYLunTpguzsbOzatQuenp6Ii4urUH+nTZuGBx54AA0bNsSgQYNgMpnwyy+/YPLkyfZlhg8fjmbNmgEAdu7cedPtKZVK9OzZEzt27HC4ijk3NxcnT560T585cwZJSUnw8/NDeHg4ACA+Ph7//PMPvv76awDAqFGj8NFHH2HixIkYMWIEdu/ejcWLF2P58uU37UOjRo0q9N4rKj4+Hp999hnOnDmDgQMHOswbMmQIJk2ahM8++8zeb5vx48cjLi4O7dq1Q5cuXbB06VIcPnwYUVFR9mXuv/9+TJw4EevWrUPDhg3x/vvv3/R38csvv4TZbEaHDh2g1+vxzTffwN3dHREREQCsVwxv27YNgwYNgk6ns4/I/v7779DpdLd9CJrojlSN5x8S3ZHKu5Dg7NmzQqfTiev/yaxcuVLExMQIjUYjwsPDxaxZsxzml3dyeXkXZ0ybNs3hJPfy+rFs2TIRGRkpdDqd6Nixo1i7dq0AIPbv3y+EuPlFIGfOnBEAyn3YXL58WTz77LPC399f6HQ6ERUVJUaMGCGysrKEENaLPsaPHy+8vb1FnTp1xMSJE8Wzzz5bpYtAyrs4paioSEydOlVERkYKjUYjgoODxaOPPioOHDhgX2bx4sUiLCxMuLu7i379+onZs2eX2dbUqVNFUFCQ8PHxEa+88ooYO3as/SIQIYSwWCziww8/FE2aNBEajUYEBASI3r17i61bt5ZbRyFKLtI4c+aMvW3VqlWidevWQqvVCn9/f/HYY4+VeU9du3Z1uCjoZjZs2CDq1asnzGazvc3Wl+sfpS92iIuLc3h/QgixZcsW0aZNG6HVakVkZKRYuHBhhfpwO1DORSrvvPNOmf7aDB06VPj5+YnCwsIy895++23h7+8vPD09RVxcnJg8ebLDv4+ioiLx0ksvCT8/PxEYGChmzJhx04tAVq9eLTp06CC8vb2Fh4eHuPfeex0u8tm9e7do2bJlmX/jL7744k0vxCKqyRRCVODEGiKiO9CXX36JCRMmSDYSKSUhBJo2bYqRI0di4sSJFVr+3nvvxYQJE/D000+7oIfVq1evXmjWrBnmzZt3y2UTEhKwZs2aWx6mltLVq1fRtGlT7N27Fw0aNHDZfolchVcBExFJLDU1FXPnzsU///xzw/MEr6dQKPDpp59W+OrUmiojIwPfffcdfvvtN4wZM6a6u3NDZ86cwYIFCxj+qNbiOYBERBILCgqCv78/Pv30U/j6+lZ4vVatWjlcnV0b3X333cjMzMTMmTPRpEmT6u7ODbVv3x7t27ev7m4QOQ0PARMRERHJDA8BExEREckMAyARERGRzDAAEhEREckMAyARERGRzDAAEhEREckMAyARERGRzDAAEhEREckMAyARERGRzDAAEhEREcnM/wPR0qt20O5/4QAAAABJRU5ErkJggg==' width=640.0/>\n",
" </div>\n",
" "
],
"text/plain": [
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Plot a iir filter with fixed coefficients in sos form\n",
"%matplotlib widget\n",
"\n",
"sos = np.array([ #[b0,b1,b2,a0,a1,a2]\n",
" [1, 0, 0, 1.0, 0.75,0]\n",
" ])\n",
"w, h = signal.sosfreqz(sos, worN=1500)\n",
"plt.subplot(2, 1, 1)\n",
"db = 20*np.log10(np.maximum(np.abs(h), 1e-5))\n",
"plt.plot(w/np.pi, db)\n",
"plt.ylim(-75, 5)\n",
"plt.grid(True)\n",
"plt.yticks([20, 0, -20, -40, -60])\n",
"plt.ylabel('Gain [dB]')\n",
"plt.title('Frequency Response')\n",
"plt.subplot(2, 1, 2)\n",
"plt.plot(w/np.pi, np.angle(h))\n",
"plt.grid(True)\n",
"plt.yticks([-np.pi, -0.5*np.pi, 0, 0.5*np.pi, np.pi],\n",
" [r'$-\\pi$', r'$-\\pi/2$', '0', r'$\\pi/2$', r'$\\pi$'])\n",
"plt.ylabel('Phase [rad]')\n",
"plt.xlabel('Normalized frequency (1.0 = Nyquist)')\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "cfc43d67d8ae4489a8f7831a5fee2c7e",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"interactive(children=(IntSlider(value=2, description='order'), IntSlider(value=500, description='f_cut', max=5…"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/plain": [
"<function __main__.update(order=2, f_cut=500, fix_point=False, scale_bits=30)>"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "81cc4ad2fcfa4cb3b9bfdc1c8c6e558b",
"version_major": 2,
"version_minor": 0
},
"image/png": 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",
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" </div>\n",
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' width=640.0/>\n",
" </div>\n",
" "
],
"text/plain": [
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"%matplotlib widget\n",
"def iir_filter(b, data, fix_point=False, scale_bits=31):\n",
" \"\"\"single iir biquad filter element implementation in plain python\n",
"\n",
" Args:\n",
" b (list): The filter coefficients in second order notation [b0,b1,b2,a0,a1,a2] a0 has to be normalized to 1.\n",
" data (list): The data to filter\n",
" fix_point (bool, optional): If checked, fixed point implementation is used. Defaults to False.\n",
" scale_bits (int, optional): The bits to use for the scaling. Defaults to 31. Use e.g. 30 if there is a coefficient > 1\n",
"\n",
" Returns:\n",
" _type_: _description_\n",
" \"\"\"\n",
" # // file : iirdirect.c\n",
" # // Low pass filter:\n",
" # // Sample frequency (Hz) : 44000\n",
" # // Cut off frequency (Hz) : 5000\n",
" # // Damping factor : 1.5\n",
" # const double a = 0.0409501; // m = 2, s = 1\n",
" # const double b = 0.170625;\n",
" # const double g = 0.506825;\n",
" # const int C[5] = {\n",
" # as_int(a), as_int(2*a), as_int(a), as_int(g), as_int(-b)\n",
" # };\n",
" # int xd[2];\n",
" # int yd[2];\n",
" # int low_pass(int x)\n",
" # {\n",
" # accum_t sum = fract_mult(x, C[0])\n",
" # + fract_mult(xd[0],C[1]) + fract_mult(xd[1],C[2])\n",
" # + fract_mult(yd[0],C[3]) + fract_mult(yd[1],C[4]);\n",
" # int y = rnd_saturate(sum << 1);\n",
" # xd[1] = xd[0];\n",
" # xd[0] = x;\n",
" # yd[1] = yd[0];\n",
" # yd[0] = y;\n",
" # return y;\n",
"\n",
" assert b[3] == 1, \"a0 has to be normalized to 1\" \n",
" scale = 2**scale_bits - 1\n",
" y=[]\n",
" if fix_point:\n",
" C = (b*scale).astype(int).tolist() #* scale).astype(int).tolist()\n",
" # xd = np.zeros(2, dtype=int)\n",
" # yd = np.zeros(2, dtype=int)\n",
" xd =[0]*2 \n",
" yd = [0]*2\n",
" else:\n",
" C = b.tolist() #* scale).astype(int).tolist()\n",
" xd =[0]*2 \n",
" yd = [0]*2\n",
" del C[3] # remove a0\n",
"\n",
"\n",
" y_i=0\n",
" for j in range(0, len(data)):\n",
" if fix_point:\n",
" x = int(scale*data[j])\n",
" else:\n",
" x = data[j]\n",
"\n",
" sum = x * C[0] + xd[0]*C[1] + xd[1]*C[2] - yd[0]*C[3] - yd[1]*C[4]\n",
" \n",
" if fix_point:\n",
" y_i = sum >> scale_bits\n",
" else:\n",
" y_i = sum\n",
"\n",
" xd[1] = xd[0]\n",
" xd[0] = x\n",
" yd[1] = yd[0]\n",
" yd[0] = y_i\n",
" y.append(y_i)\n",
" return y\n",
"\n",
"\n",
"cols = 1\n",
"rows = 3\n",
"\n",
"fig = plt.figure(1)\n",
"ax1 = fig.add_subplot(rows, cols, 1)\n",
"line1, = ax1.plot([0], \".-\", label = \"chrip\")\n",
"ax2 = fig.add_subplot(rows, cols, 2)\n",
"line2, = ax2.plot([0], label=\"chrip filtered signal.lfilter\")\n",
"ax3 = fig.add_subplot(rows, cols, 3)\n",
"line3, = ax3.plot([0], label=\"own iir implementation\")\n",
"\n",
"def update(order = 2, f_cut=500, fix_point=False, scale_bits=30):\n",
" # Calculate the filter coefficients for given paramters\n",
" b=signal.iirfilter(order, f_cut, btype='lowpass', ftype='butter', output=\"sos\", fs=fs) #returns [b0,b1,b2,a0,a1,a2]\n",
" print(f\"Filter coeffs for order {order} and {f_cut}Hz cutoff are:\\n\", b)\n",
" \n",
" # bits=16\n",
" # if min(b)<0:\n",
" # bits=bits-1\n",
" \n",
" # plot the chirp\n",
" line1.set_data(range(len(y_chrip)), y_chrip)\n",
" ax1.set_xlim(0, len(y_chrip))\n",
" ax1.set_ylim(min(y_chrip), max(y_chrip))\n",
"\n",
" # Apply the coefficents with scipy function\n",
" y_lfiltered = signal.sosfilt(b, y_chrip)\n",
" line2.set_data(range(len(y_lfiltered)), y_lfiltered)\n",
" ax2.set_xlim(0, len(y_lfiltered))\n",
" ax2.set_ylim(min(y_lfiltered), max(y_lfiltered))\n",
"\n",
" # Apply the coefficents with own implementation\n",
" data = iir_filter(b[0], y_chrip, fix_point=fix_point, scale_bits=scale_bits)\n",
" line3.set_data(range(len(data)), data)\n",
" ax3.set_xlim(0, len(data))\n",
" ax3.set_ylim(min(data), max(data))\n",
"\n",
" fig.canvas.draw_idle()\n",
" # save coefficients to file\n",
" # with open(\"pcm_data_processing/include/iir_coefficients.h\", \"w\") as f:\n",
" # f.write(\n",
" # \"#define NUMTAPS \" + str(numtaps) + \"\\n\" +\n",
" # \"#define COEFFICIENTS {\" + \",\".join(np.array(np.array(np.round(b*(2**(bits)-1)), dtype=np.int32), dtype=str)) +\"}\" \"\\n\"\n",
" # )\n",
"\n",
"plt.tight_layout()\n",
"interact(update, order=(0, 100, 1), f_cut=(100,5000), fix_point=True, scale_bits=(1, 31, 1))\n",
"\n"
]
}
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