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@wakusei-meron-
Created March 24, 2019 13:10
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Desktop/PPP/python/audio/Untitled.ipynb
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{
"cells": [
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "# 共通定数\nSR = 44100 # サンプリング周波数\nBASE_FREQ = 440. # 伝搬波周波数\nBASE_AMP = 0.5 # 伝搬波振幅(0 ~ 1)\nPERIOD = 0.5 # 変調間隔\nBIN_DATA = np.array([0,1,1,0,0,0,0,1]) # 情報として表すバイナリデータ\nT = PERIOD * len(BIN_DATA) # 情報を表すのに要する時間\n\n# ASK: 振幅シフトキーイング\namp_on = 0.8\namp_off = 0.1\n\n## サンプリング時間(最後のフレームは含まない)\nt = np.linspace(0, T, SR * T)[:-1] \n\n## 各フレームにおける0, 1の判定条件\nt_on = np.vectorize(lambda _t: BIN_DATA[int(_t // PERIOD)] == 1 )(t)\nt_off = np.invert(t_on)\n\n## 0, 1の時の各関数\nfunc_on = lambda _t: amp_on * np.sin(2 * np.pi * BASE_FREQ * _t)\nfunc_off = lambda _t: amp_off * np.sin(2 * np.pi * BASE_FREQ * _t)\n\n## 波の生成\ny = np.piecewise(t, [t_on, t_off], [func_on, func_off])\n\n## 波の描画\nplt.plot(t, y)",
"execution_count": 11,
"outputs": [
{
"output_type": "stream",
"text": "/Users/a13887/.pyenv/versions/3.6.3/lib/python3.6/site-packages/ipykernel_launcher.py:14: DeprecationWarning: object of type <class 'float'> cannot be safely interpreted as an integer.\n \n",
"name": "stderr"
},
{
"output_type": "execute_result",
"execution_count": 11,
"data": {
"text/plain": "[<matplotlib.lines.Line2D at 0x11e470eb8>]"
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"text/plain": "<matplotlib.figure.Figure at 0x11e3b25f8>",
"image/png": 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\n"
},
"metadata": {}
}
]
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "## 0, 1の切替部分のプロット\nplt.plot(t[21000: 23000], y[21000: 23000])",
"execution_count": 15,
"outputs": [
{
"output_type": "execute_result",
"execution_count": 15,
"data": {
"text/plain": "[<matplotlib.lines.Line2D at 0x11e744080>]"
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"text/plain": "<matplotlib.figure.Figure at 0x11e4c24a8>",
"image/png": 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\n"
},
"metadata": {}
}
]
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "# FSK: 周波数シフトキーイング\nfreq_on = 440.\nfreq_off = 220.\n\n## 0, 1の時の各関数\nfunc_on = lambda _t: BASE_AMP * np.sin(2 * np.pi * freq_on * _t)\nfunc_off = lambda _t: BASE_AMP * np.sin(2 * np.pi * freq_off * _t)\n\n## 波の生成\ny = np.piecewise(t, [t_on, t_off], [func_on, func_off])\n\n## 波の描画\nplt.plot(t, y)",
"execution_count": 23,
"outputs": [
{
"output_type": "execute_result",
"execution_count": 23,
"data": {
"text/plain": "[<matplotlib.lines.Line2D at 0x126fc1128>]"
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"text/plain": "<matplotlib.figure.Figure at 0x126f18518>",
"image/png": 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TmLPV9DWNOdsJHE2yhcU3mw9V1UemfUyusq+pHJOjTGq+fMJXkhq0mS/7SJLWyPCXpAYZ/pLUIMNfkhpk+EtSgwx/SWqQ4S9JDTL8JalB/wcPOwLG6JVyKgAAAABJRU5ErkJggg==\n"
},
"metadata": {}
}
]
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "## 0, 1の切替部分のプロット\nplt.plot(t[21000: 23000], y[21000: 23000])",
"execution_count": 25,
"outputs": [
{
"output_type": "execute_result",
"execution_count": 25,
"data": {
"text/plain": "[<matplotlib.lines.Line2D at 0x12806f278>]"
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"text/plain": "<matplotlib.figure.Figure at 0x127fbf710>",
"image/png": 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LrAVdgdDwNGlol66PueNvfM7K8DbR1mK28rAz0CNCZTiA0PvnkIJ6bRjADH+3qKc5RZghAfN1++nKw7hvQQjBPrFMVz7GvZBEB12eF6w86FHfjtdNlX7SBm/MHAuEnr/6rAYaJxarI9C3O5GRfw2RP4C3A3hBSvlVKaUD4FcAvCfndT8F4GcAbP++wBKoP/pzKe8bAC5MFCk06wVfypARAJwf9RrtsaPK/c9n9qy84iZJ+M7JChfG/bWgKwCcG/XizohNQNUQnBtlPueGyV+XCGcrL/ZguQFf9dph12Lr0MrLH/YsDLWkGz8m0KEGESpjxSXCaRwgTwwe9XmnDd5AnXYYfb1mjh83ZuNKN9NlmA4shGCfdurCBPk/DOBa6uuXou/FEEK8DcCjUsrfMjCfURwUEKEiiQNmR0QO7k6d2MiszT3ml+RzcFBg8LYh+9yd5e/5/LjH7kHDgSL38+Pu2vfPNUj+KmsG4BPh3PFSnr+m5t+zMLB55D9PGQ5FhBwyW7ph1ox6D673rgyHruwz7tvsPa8ZPEX+Ll26Wbp+/Kx04jPqpDLoWiyJrS4aD/gKIToA/j6A/47w2vcLIZ4RQjxz+/Z2brSKPf+MR6hIocmq07uz1Yb0AoREyO0vwkFMhJk970fFSE2eOu5OV7iQc9rZH/VwtHAbyboBEiN+PvO8dwc2rI4w/jlLKbH0ElLgeoQLNzEcbPLP8fypXnRaMlKkxPHAl64fky933Us3SJGozcyOitbdtWPjo7NnFajmZOyE6w7HDZknlvTYUc/C3PW3dqudCfK/DuDR1NePRN9T2AHwZgD/QgjxIoB/F8BH84K+UsoPSimfllI+fenSJQNLq8bBLN/zV6TQJBHemTprmT4K+6MuFq7fWOQ/lkAyXrBtdbAzsOPe5k3gztSJi2HSOD/qQkp+Dxsq1OUmWc9fCIFzox67530VHD+AlND2CJdugL4ilK7NIiNFPoOuFRML1ZNNnxqU8WGRmadPhCvPXydCh94SWrVf73c7tU47PasDIXjkv8p4/uyTUmzkbfiBhNOQA5SFCfL/JIAnhRBPCCF6AL4HwEfVD6WUR1LKi1LKx6WUjwP4YwDvllI+Y2Du2rg3D1u5qhJ8hZAUuo154J4f4GDu5Hv+o2ZPHfdiLzhHchr1cNgQAUspcWe62gi6As2ftA4KTnhAaBBMy2yKbPu2rkeY9aDpRLhwfPTtMMjMlW4Wa7JPuHaq0XL9AH4gaxGhSn4Y9iwEEmQiXLoBhAifd2LwiHuO5LhhL4nPsNadPeExjWU/Gqsjs9VBbfKXUnoAfhjA7wJ4FsCHpZRfEEL8pBDi3XXfv2kczBzsD7uwOmLjZ+c02uFScbRwIWUBATeoQwMhwQ66nfhYvzZ3gwZv4fpYeUEBAas9NzN3kZEHEHn+Zp/1KuV9Azqef8qbjIhwRaw5Wbh+LPdwA5gqR30UZd0MuxZdO4/3nPbeNeUTJhGu3NDgCSFSQW7i84pSM9e0d+Lz8gMJ15exoeZmKYVGPnleAO+kVQebf/0akFJ+DMDHMt/7iYLXfoeJOU3h3tzZCHwqnBv3GvNElXe9P9oko/MNe8H3Zs6G3q+wP2puz0rSKSJgoFnPf2/YhW1t+jsXJj3jV1gq4kl7hJxsppWXyD7pCmH1fmVQ1aoA2Ln6adlH/Z9atJTd84BhOMLx6x40EO5lf0Qbq04NfNlHGbz0iYV64tg0eCypy/WxH/3up/e8DZz5Ct+DEiIMveBmiXC3hAgb8/xnJQZvC3suNXgN7fne3Mk9ZQHNnPCU55jo37ZGIDBDhGQZI8m44Xr+i1TwE9AkQt2Ar7d+2gHoRJgNugJ0Dzpr8AbdjsZpJ9HtdU87rznZ57WOeyVE2GTWTZkXfJpEuD/qsS8Lp0J5vmWef1PpnmVG/nx0wjN5mUyWCIfdDqvsf5XS/LmksEynmMZjaQSeDn4CISFSiVAFXddSPXWzZriyT8pwJJ6/3p45J5alp047CYHzNP/N0862ZJ8zT/4H8zLPP/QIm0i9Updk7+cQ4d6wCyFCnboJHMycXN0dCPd8svJYPdypKDN4KrukMYNXetrpITCcaZSVQPSCiOGfp5IzVmTd3o+JhB/8XPeCRzqyj5067WgGfNVzo+556QaJsWSma+aedphj0wTuePR2GunAPtfg1cWZJn8pJQ5mLvbHm2QEhKTgBZJ9DR4FZURodQT2huYzUBQO5i7O5UgvQJL+2UTKZdmegdADb6qtxeHczTW0QCJDmSX/ddln0LXImStxEDEiA6X9cwK+ad1dfY801vHREUmWEqffTFYC6dsdOH5APlGtvGBtrPoeae6UseSma27KPvwgd2K0mOtOnXbUezTZTDKNM03+Ky/s6VFERspTbEIGKdP8gfBE0AQBB4HEydIt3LP6fhO5/upij70Cw7M77DZ2mcUxYc/NkH9CZisvIJ0iE0LprP1/RZQxHC9YGytEkn1UBWU4VPsNReAUZE87ymhRxgeBhJOqEeizPf/k1CCEwMDmEbgQodFQ618Qn/UqE9tJTmkMz1/TyNfFmSb/49SNR3loghQUjhYuxj0L3ZzsEyAiwgaudJs6HgJZbHSSrBvzcx/OXXQEMMlJMQWAvaHNvrSbAtcPMHf8wj2r75t83lktuN+1ICXg+nTyz3rvVCJ0/AC9iPwVEVI9/7ThAEIyoxqd7GknJkLCeEV4agzX4KWL4gBeXYXjBdFpQcTrpxrLDYMXn1iqx0spw6yurJFn9BWqg7NN/styGWI3au/aBAmrS7KLsDvoNkKEVQYv6Wlk3vNXe+7k1FSoNTXxrNXFHOrzzJsX4F2SXoWsHMD5w94wHEwJRJGZQpi9whibJv9uh+59e5unnXDdhD1vGA7entOSERDGHah7XmX2zNH84/bZ2dMOYd2xwYufF+/UUBdnmvyPoj/2So+wARI+nLvYKwi6AqFBOmbcJkTFcbznfCJU+ncTVb6VBm/YsMHbouyjPMe+BpllC8S4pJAlcA6ZpU8Nat0c/RpIsm04e94wHMzTTrrFAqBaK9P3nD7tcDKcNj1/+meVJw0CdImuLs40+SdecIFH2IAckJ57r4CAw7ntRuQmtZciz39X47JxKg4pp50mDF7VnofmT3j1SKFIAtEjcE4AM3tq6NsWOQC54b0zCDx5Xnqef7pSFggNEPl5ecGa/MpJ1yw8sRBOHRt7bjX/7SEmhSrZp4Eg5KnLPgVzq5uMOJd2U3G0KD/t7A7Di7dNd/Y8qgg0D7sWupZoJuBrZ4J5BFLJFohxScHNkFm/azElkMSD5nn+6rSzbrQoc288L67m761r/oNuh0zgbsZY9qwOHGpwfkPq4hi89T0ro9uS/xZQpX+PezY64pQ0/2EXKy9glcdTcBzr3/lzWx2BSd9uxOAdEwweYP7UEUtdBXsWQhg3tksvTJnsWknWDKArB/Bkn1WWzBgZO64foGclMRmO5r8qiFVQ5i7eM0P2WTNa9BPL5mmng0ACHiFFdUPqYhjqrOGwrQ7sjmgDvtuAIsKdAtmn0xHYacgDP1w4cU+PPCjP3DwRKs+/WHLaGdjNef4l8+41JLMlJ7zyuc1q/kEmZZJO4KuaGSSOF6CfITOOBLKu+VusFNV0yiQn2yeWuiLy7FoCHcHJ818P+PbsDo/8M8ZSfb963euxncR750tdgPqsWs+/cRwv3KgFbHGzrN2hbVyHXnk+lm5xfQGQSE6mdX/1fjsFXnA4t/msGykl6bQDmJfZqk54ALBjOMCeLtsHEkIhyT4Fef4U+USlkmaDtlTPPy/gy0lRHdgpg9dlEGHGCxZCxIanCkkrab1Add6ew3XTyF+kiuISeY9/2gnH0/ZsAmeb/JduofatsNdABkpVgVf6Z014wTt9O7eFtULo+Zsl4OnKgx9I7A9LTjsNpdYeL11YHRGX7xfNbVT2cYO1AGSdzBchBHo2TX5RJJ+nYVOQJ4GE666eOywQ09vzKmPwgEhyYhhLXc9/lYmR9BiVtstUK+lw/TrZPlmj1co+jeN44ZV6okAzXnBc6UrQv00bnuOFV2nwmigwq2rtoOYFzO/5aOFid2BvXBqfhmkjn67cBHRlH74coAhrPeDL8II3ZB+OFxxo7zmbHaXm5mVHrUs35AB5JtWTI/tk6wt4tQ3rWV1qfOv5bwHHS7cwzVMhDASa9YLLulsqNFVdfLx0C2McCk14/mrPlNOO8T2fgsELK07Tx3mNgqdMAJMqgQD6nr/rZzKFGF7wZnUwXepaeTkSCHHPyRWO/LFq3bqnnZVbNJa+7o09t5p/8zheVMs+oebfUACyhIST3HPz+nflnhsIcsdVtmW1DQ3KPlUnPBXwNdXBtVBHpmjBceUnXw5QJN2z1j1ZjgSSrfBV36fMrTs2ae/A33PRqcGhtsMoCPhSje36nnVaWuhVVNfF2Sb/pVcaBASaIcLpKvxwyzzwxmQfwp6V52+ylfUs6ow66RfvedKPUmsbCPhSPmfXl+R8+Co4np/JuKFLII6XIwcQpRv1ms2MHb1qV44XvGnw+HveaC1BItHNeAEnvTW77lj2IYzPptVy0lvzTmmt7LMlHC3cUk8UCOWAmeMbLTxSRDguIcJB10Lf7jQSb6Ds2Quk0UslZk71noUQjcQbjpceYc9mTx2uL9G1U/nyHBL1AlgdsRaUHxDlACfHm2SnPeYZLeLc2vJJzomFKt3kGQ5OoVa2wpdzSsvu2e5EKaqEv528UxpHrqqLM0v+UkqiR2hefqGQP9BMrxvKnnfiKl9ze1bvtVO154H5VtaUPZuOsWwQIUMCCXX39eA0VQ5QHmc3K/tQveAaEkhhsJhhtLLGgyN1ZWsbqIVaG9INw3vPxjk4Kaq5p50226d5LFwfXiBJgUDArPyiiHBc0No4nntgttLWjy6moWj+gNk90w2e+bbOR4Q4h5KjTBm8DRK16ES4yhgOgC4HFEkJri9Jl6psBnx5sk96bJKiSiBCPwi95s76aYk6FgC6NTJ28k87NMOTftYAXaKrI3WZwJkl/6qSf4WYCA1KEbOVh1HPKs21B4DJoIupwVvEphWtjRV2GjrtCIHSXHsA2Omb3fPS9bHyAvKeTc0d6sjJXjml+9mxgIYEYuUQYYUnGwQSXiDzdXui997PEiHRk3XzSJQodcUGL2/PGllKHM0/a/DCdfNOafaawWtln8ZBKfkHkkZnU5NE6HiVHjAQSiQmibCqu6VCEwVm05WPca881x4ITwYm5Sb1/MoqmgFg0g9/bupzDnXkjHRD9WS99f468ViOjpx36qiYO69AjJXt4+cRON17z/eg9fZMDTZLKTcDvhbdcGQlIzU3yVhGY9N/E63sswUoginLPkn/3KgHvvIr51VzmzQ6JxW9jBR2G9D8ZysP43651w+Ea2vitFP5OUd7nhn0/De84C4t6yaXULq0RmW52T7E1sr5QVflBRMlkA0vmB6o1pW68vZM9fy9QELKzaK49Pty102WujI9mIA222croKQeAublAACYLl0a+RsmQkrGDdCM5j9deWSDZ4qA1bxA9Z5jzd8U+ReRGZUIa3jQ6vXxWKIn6+aN5Wb7aMo++WOphW1RP6Ncqat87qKiOLUmvXXX2HO3LfJqHFRSGDfg+c9WPskLnvTNdtek7nmngdbKZPKPDJ6pGgOqkY9PeA0FfAGm7JMzltLe281p70D1gnNbQ3CyfXL0b07AN89YUvZclDUDVDfDK42RUIPFhj/nlecbrbEpwpknfyopnAYR7pwSEQ66HXQtYTzITYlzTPo2XF8aO/omp51yY6sav01XpvL88wKBNNknj0S7Fi1dM1e3JxJ4UfZJOFYzaEvsUplHhNT6BFXJqxPkLo8X0D6rzSA3XfPfMJZWmKJK6aJaF2eW/KlE2LdDIjQpRVADvpO+jUDCWLFVkm5ZToRChPcYmD51UPesXm9mXn/tfavmNjFvXtYMwCGzfC+YOhbQ82SLOoICxBTVvFiFRQxU54zt2R14QXWKqiLKdKonVerKixeoQD014Lth5ImB6rzYjvraJRj6ujjz5F9FSEIIjA1n3UyXNCIcG5YiOEQ47luYrcxlHUxXXmWBF2BefqF+zkAoOZk44eWRKBCSCsWjyyPCrtUhEUIBAUwlAAAgAElEQVRutg/XC05XrFodWB1By5rJCWD2bPq6swZPkWrlunNSPalB27yxYaFWByvNdfesDhzK51wQLFY/axpnlvynKx89q7PxR5YH01k3VCKMK20NGR4OEY57hoPNVM/fcICds2dTqbV5WTNAPc+/pypWqUSoEbQtN1pVweLNS2TU1ySD5+Xny6fXVQT1vNOptT2L1o00L+CrvtYNcndtWlO5vHgBp8agLs4s+VNTD4Eo8GqIjDw/wMoLeBKIQS+4Z3c2/sjysDMwm3UTBrlpBAyYlH1o8h4QBZsNPOsiQqHq9mVyAJkIO/zMlzzPX31N9aA3YxVCO19evZdLIPCetZ4vzw1y58psGkVxQCg5UVtDFO35NeP5CyHeKYT4shDiBSHEB3J+/iNCiC8KIT4nhPi4EOIxE/PWAdUTBcwSoZJSOORvam5qoBmAUalr5flw/AATSoaT4aK66dLDsFtdTQ2Y0/xLCUUz+JkQYZX+HRaXpdskUFMX8yQj9XWl51841iLJPnW84KJgcTiWaPA0grbFJ6VO5eekxuf9jqTfu0nUJn8hhAXg5wC8C8BTAL5XCPFU5mWfBvC0lPJbAXwEwN+rO29dnBYRTh3lidKJ0KTscxp7nrFiDYZlH2JwHQirfI1o/gWEwtHt81ImAWBFILMNQqHq30UETrgMpkwy0q3wpRq8opRJgCB1lRg86ikrV97TPeG9xjz/twN4QUr5VSmlA+BXALwn/QIp5R9KKefRl38M4BED89YCjxTMaf5JxWl5uwEg7HOTHlN7bqL0Es5t8rTD090BcwYvrKamyXumqouLiJBKCo6fkykU6dlV+nmuF1yjvQMQathVRqvstEM1eHnB4nBd1QYv20qDLJMVyFWhweMXiKn3qpKq1Lpf6wHfhwFcS339UvS9Inw/gN82MG8tsIhwYE7zTwqtGBKIsbldMhGOTRo8pu4OmJO6OPKekn3q1lXkFUsBIaHQSMHXJoUyL5gc/MzNXuGnTAK8OEfe8wrXXS11Fco+VXv2NquaAVpnzsIYCSdTqOi081qQfTgQQvwNAE8D+NmCn79fCPGMEOKZ27dvN7qWsMUCkQh75r1garolYDLzhW7wxn0bM8cntQGunpfu+Q+7FjrC5GmHQf4DG35Q/zavMg+aWqi16b2HvwuVHnhBcRlQ7fmvCoxW1+pUEnDeJTLhuhle8AaBR/n2BO+9SDvXPe2QpK5CmSzMjqpyIkpjFa8Rz/86gEdTXz8SfW8NQoh3APhxAO+WUq7y3khK+UEp5dNSyqcvXbpkYGnFmEVdJimYDGzMHR/+lomwb1vo2R1j1cU8LzgkjLmBArMTxp6FEMYCrwAvzpH096lX3JZ3uQhAIxQ1fjPnnVZ4VFQsRRpbROAEo+UWyCdkg5crV9HSNXNjJFSpq0iu6urHOXp2B5JwkYzjy5LYzmuD/D8J4EkhxBNCiB6A7wHw0fQLhBBvBfDzCIn/loE5a2O28mKJoQomq05PGJ4/oHLPzVTaTlceJlSDZzDeoAxeVTfRZG5zbZ25WV1A/T3XCSL6gUQg88cCNDKrIxnlrpvgvZd50JSLZPIDvirOUW14sgZLCFHTe9eXfajSjeP5uSel9Hs3idrkL6X0APwwgN8F8CyAD0spvyCE+EkhxLujl/0sgAmAXxVCfEYI8dGCt9sKpJSYOXSP0GRnT47sA5jLPVdz02Ufc5IT57QDqOZupgwerX02YM7IF3nBigjLUEZG6fcuG58lFKsjSBfJ1AlUl+nfAOAGxeODQIZ3HhuMcwC07ppF9QmUgrxYJtM9aZ1yewfaX0UFpJQfA/CxzPd+IvXvd5iYxxQWro9A0slIvc6E7s8mQoP9ZmYOPfPFZI1B3FaCfOqwjbWWCGUf3p6b8vy7Vgd+IOEHsrDuoDBYXJMIKWSW1xE0/FrgeKnvQauf9+38z0EZhjy5CdDL81fjdT1/ShO+uAW2bluKgtYQ6XU1ia0GfF8toLY2VjDZ2ZPTVgIwd7OV0u65ezZheBSZkiuqB10j2VWeH2Dh0oPcpuoqyjxooPwPu2qsTsBXjacEP4VYv1ZQjdVpkAakpZviE09ZZXH650XIy/ahrjvv/gPy2BJ5r2rdnh+Uynst+TeEpOiInv8NmJNAqCQImOs3E8tNRN3dZLHVzPEw6HZgE9pKANGeDXQUnTn04rJwXjNxjqLinzhoW0LgTpU3qUuEhAIz5Ylmr9qkpGsWpona1UHbOiQK5F94r8bXSdfUaQedfq8ygxd3ItWMF5jAGSX/yBMlyhAmZR9O6iEQkrWpeQFGrMHwnqnzqrlPK9YAmNP8dfLtY9nH1itaypMS1HgSiRqWTyhB27I2CVVj1fis7g7QDZ7dWW+HocZqp4kyPmfdwL4JnEny1yVCE4HXUydCRnorYPK0Q9+zqQIzLvmbCnLXyQJJxq6fDjn9eYoIvCp9MC9rRs1NIWA1T3ZeoJzMVPuGwjgHZd2aBi8vTZQzFtD7nFWbjkIHofX8mwGXFJQcYEKH5uSdA+Z6zCe6+/Y1/9nKIxsdIDrtGCgwS4w8TWZTdRV1bzCrI2OUtRgGCAVPReRPTHs0TYSULCWngAipUldpwJdgOOrIZOl1pucFyg1eUS3Ia66r52sN3IBv7BEa8kY5XvBO38bKC2r/MnBPO307vMTDhOxzsuQZPNXfR13BqIu4gyrH8BjoaVRECiSPMB67KUMA1e2N864VBOjBzzwi7NZJUSUYvKIYCdULLjRaROmmyHBU3Z9QFCwmSV0F8p7VEbA61fcnmMCZJn8qIdlWB4NupzYZAeHpgUOEpuIN1LtsFYQQGPcsMwbPoRfUAeYkp/hz5sxtIM00yfPP1+0pHmFeawiAJoEUESE14LsxlpE1o2PwiiqL63T1pK67LFgMVATnC9NEKSe86PIba/PvkVoJXhdnkvypd9mmYardL1v2MSS/cK5wVNgZdONxdcDpKQSYi7FwC+oAM6m16i7bbNYMRQJxC7xJluZfQ7op8vydil41VUVepCB3Zqzygqu6ero5XVDVWih7LopzVK67RqC6yHCo77Xk3xCmGnKAqXa/2kRY1/NnSl3hay2D2T4cQ2sm3z457XCed/0957UnBphZIBmPMEkTreEFE4K2RZWyQEWufs4lMmpe9fMiFF0BCVQTuJSytLaBctopGqt+XjZWrZE9tiDOAShjW7+PWBXOJPmHAUhr4xe1DOO+VTv3PKyy5RGhMdln5UEIYNTjzW2qyIsb8AXq75kr76nX1pX3HK8g9ZBIosCmFkzpVVN0rSBQL+BL1bBzTxwkD7qMCMsvvS/S3dX7aQd8iRJdR2CjfoVS4VsU5wDoN77VxdklfwYhAGZSLueuD8loKwGY1b8nPXtDiiid28Ce/UBi4fos3V0Zirqyz3TpweqIXGIonNtAmqm6UzaLhBSKZYyiYqlwfHkgsEiGANSl4prBYgqBl5w4AL0K33C8VZ4mGmvnmgav4rRTfmIpjq8A1Dz/zb9HitEygTNJ/txce0ARYT39W0d6MSn76Bg8U4Hm04hzqBPetg1eIRESLicpapOgvqeTNQPQLhUv8t67MYHzyZ9i8Er3XGXwCrKj1PvpxkgoKZdlRXEArcK3OOBrprdVGc4k+esQ4dgAESpSobY2VvMCJmQfnxXgVnOfVqwhPVYXnI6eCkbIv1BKILR3KPWCy8msqEaAMlbNXWa0yj3wcu28LGOn1HuvWHfiQeeQqIE9V520yk9KxQReFvDt2uVSlymcUfLXI0ITujvAzzsHUPvUoX/aqS+9AKcjdeka+XnNAjPH22xPDCReXlmufikpVKRrVhqOmvp3ecVqkecv4p9Xrrtgbkp2VGGcg1AUVyfgW35SKotVFMc52lTPBsHNtQfMNFjjFpcBwLhnpsCM21MISGSfOnfacqtsgbDStmuJ+jIbs74ASE5ldYK+hcVSBM+/ynvXJtE6Fb6EAGYREfZJBq8i84UidZUEfMt+fwtbWlDJv8zzb1M9X33Q9QhXXlCr8k4ROMfwmCow091zIMP7D/TnVfUFXfbcJmQ2rpE30c3U8fz8VE9GILCwUEsj7xygB3zLdPsy6aYoX55i8MrWXXViSU47OZq/VX2dYlmFL1B9Yik77ZRnOMm1166P307A18hlLq816BKhGrs/6unNq4KfTG900u+ayfZhe/5Jo7MRQ6rKzgvwCurCuc3IbJd3BqwxJmIsjhfkPi9S4LSgpz5AJ8Iiw+EF4XWKRSnO1dWu5Rp2eZC7OmOnkAg1DV7ae897JvG6NQ11UZwjTsulVDXnBHz/7nd9S+E4kziTnn9dItSfV12owiXC+m0WuPcIAOl8e33PXyfXXr2+dpEXs6AOSPoK1ZGcwisJ8z1RoCJ33M/vqa/G66Z60oqtCrx3QpZSERFaHQEhaP2MCnPeKTJZXtZMDemG1H674NQARGm5mrGdqxdGuHphVDjWFM4c+Xt+gJUXsIKuQCJb1CFCnXYDgKlgM58ITeTb62T7qNebkX34gX2g3p5rZZAUeKIAwQuOvUm9vPWqXP0q6SZvLKU4Te1Zy+CVpHpS2yzoBnyLTkpqvK7mvy2cOfKfaXrfJnq9T5ceOgIYdvkSSD0NOoDjB7FXy5kXqHvaOR2DJ6XUrm0Aamr+fpCbetiJLlLX8UQBTtojn8zUtYJlAd8qT7aQCAkSSLEHXX/PVUVi5fUJDa3b9+PeRaeFM0f+U4efaw+YI8Ixs8pWzV1n3jred3q87tw2s8oWCOWXOrLPygvgBfJ0yL/Ce9cpllJjy3q+VKWJpl+zMbamZFTLaPl+jbHF66467ai+QDrGUv2s6Pe6yvMvkga3iTNH/qdNhNxgr5q7zrw6Kabp19fJNFIpplyDV7epnP6Jo36BWUgo+fulFGoVEWHY86Uk6FqR867eP3dsie5O6e1TVO0ajq/I1feKibDqLoHS2gaiwStL9ayKsRQFkqlS12nizJG/LhGa8AhnDl+GAMLAa50ApE6LBcDMxfU6wXVAGbz68RX252xgz6USiF3hvZcRil1OhMk9AnxPluL5UwLVRevWDZz27PILWepIXRTDUVXVXLbuamPJk39N48yRv27Q1cSF5idLTfLv25iu9DuK1j3t1A346pD/TtRdU7fSVtfzTwrMzAd8gXoeYdcqjxeUZc1UEXhVgRhQfQ9BaeZLhfdeHC8o7+1TVRRXtu7SvkDUZnY1gvNcKdQ0zhz5x+0GmNk+5oiQb+3HPRtLNyi9Uq4MyUUuvLlH3foSiE4rDSB83lKGnVB15wX45K/mri/76HmETkEAUo0l5Y5r6PZVrSHSrykaX+z5l3fmLPOCqZp/fivq8nUn9wjkB+e7lqgV56hqRX2amT7AWSR/TY+wZ3fQszpxwFgHM41GY0D9fHud/jpA+Acw7lm1JCedthJA/RiLzm1tCpMabZ39QMIP8nv7ANXeu+P55cFiXQmkRsCXmjJZfNqp9t7zKnTVeurciAUUV+lWpVuSTmklp53S2I4XtAHfbaMWKQzqB171ZJ8ozVTT8Og0lFMwEWzWMng1Yyy6Rl6N0Z23TIZQ39cm0arePgYkEJ32xuoSmbJYhT6JJpXJuWNL7j+oNnjFPYVI6y494VladRHbxNkjf0fl+esQoVUvCOnoBz8BfS+4NhHWOu3oxznUeN15Ab3Puc5tXmW6O1Ddt6WMFPpR1kxRo7Kq9g7p12RRZrSqrpAsMzrq+1VZM2Vj03NsjK2oDk6/Jouqz6qM/OM00ZJYRZvt8yrDVDPvHAg9Z93LvaWU4XWGNYhQd+46RHhann/dGItuVpcaoztvme4OhERTmkFSkfZY1qjMregLlF5fFmXdMauqdMtSJtW6dTqCAtUdMh0vgN3ZvDsYYGT7FKTllq3bDySkLDccugZvWzhz5K88UW7eOVCv2ZgqOqojgWh7/o4Xxix0DF6NfHtVZXuass+YcWdxeu66sk95umYVKRQHP4FyMitsk0D0oHXW7VaNrdDOi/oCra27bM8lRke9f/68xbdpqbkLn5f6nGsYvKI9bwtGZhdCvFMI8WUhxAtCiA/k/LwvhPh/op//iRDicRPz6kDXEwUizb+m7n4aso8uAQP1rq9cuD4C5p3FCnGxVY3nPeh2Ni7XpqAO+RsJIpZIRkAxmZUVWlXlrVedWMoCmFWyT5eQpaRP4ATD0UDAV7W3LjuxlAXni5robRO1ZxdCWAB+DsC7ADwF4HuFEE9lXvb9AA6klG8A8A8A/EzdeXVRhwjrXGuY9BSqIfvUmFsnwA3Uk310LnJRiIuttGUfn32HgEKdArNKIiR05qzUv0tIuKzdAFAS8K2h2ysiLCLhPmXPVbJPyZ71n1d5wLdfovmvorGFnj/B4N0Pnv/bAbwgpfyqlNIB8CsA3pN5zXsAfCj690cAfKfQ0V0MoA4RTnr6WvBJVKSlRYQGAr46mT5APfKPc+01WlrUvb5St6YCSE54OgVmZQFIgJj5UpT2SPDey6SX9PqySFoj84uWqkiUUvBUReClp52KPVcWtml8Vkoyyuugqt5Tt43HtmBi9ocBXEt9/VL0vdzXSCk9AEcALhiYmw3ddEvADBGeVs677mmnzvWVdVJMh10LHVFvz7qf86RvaReYrUquJARovWp0ibCq3YB6/6J5y9Zdqn/HEkhZrj7/LgAgOU0UEXhRV85wPVWevyryKunDVBUj0Rirxt8Pnr8xCCHeL4R4RgjxzO3btxuZo77mr3e5dx3NXwVr9WWfegZv5elVF59oXFupIISoJbPVNfKAnuGpqiyu7FVTU8Mu82LVa4rGAnpBW4rUpev5V6VrlhXFqSrd6tqGgoBvmeZfcomMGlte4VtstLYFE7NfB/Bo6utHou/lvkYIYQPYA3A3+0ZSyg9KKZ+WUj596dIlA0vbRF2PENDzCOvk2qtxul6wzoX1CgkR8vdcJ8UUqBd41a2pUPMCeplGVXsuq3ZV1cGVwc+CG7XKSFSlfxYZjrJUT/X9orGVRFghdZV67wSjVeR9AxVyFWXPlcayOE1UfZ7544uN1rZgYvZPAnhSCPGEEKIH4HsAfDTzmo8CeF/07/8EwD+XRZUqDaOO518n97xO3nk4Tr/ATOcKRwVl8E40GsupTJ3TktnqGB2g5udcIHWV68jVZAQkGnsWZcFPIUQFgUcatkaguooIe1GPnLw/eVUsVSX7FHnRri9LSbRcuiHEKmoEyMP18QPV20Lt2SMN/4cB/C6AZwF8WEr5BSHETwoh3h297P8CcEEI8QKAHwGwkQ66DSS3O+kSYXMeYfXc3RpFXvUyX9R7cKGeE/finPTcdWQf3YBvHdlnHleQF3vBlRk3mgHMsuAnEAYnddobq+/ryj4JEW4SeJXRqTR4JacdE+vWfV7KEJbFKk67t4/eX2UGUsqPAfhY5ns/kfr3EsB/amKuOli6gXbeOZB4czqkUKfoCAg9cJ15pZSRBFKPCHVIWLehnELdYLNuhlOd1NqqE166V022KpUiQwBlXnBQeqotJTPfL6yUBcLUxfmimICB4nhBOlc/u7ekK2d5hlMZge/2ih0bSsZO0dxll8dXndL6JZ5/LO8VyGTbwqsq4Ns0auvuA33yn608DLuWVtEREEkgGgVPc8eHrGHw6qSZqjEj5p3FCrrVxX4gMXd8rRRToP6erZL2IWVB26p0y0oirPD8qzzZsuwTSvCzcs85492qE4dd0VeoJDVWzV0Z59A57RANXu6e4+rgtqvn1lAn9RCoJ/tMa2jQam4dDbqu3FTvtONj3LMKvcnKuTWLrXRvLlOoa+THPauwfUhZrxpKi4X06/LGl0kgpRp2lXxiV2fNVBJh3p4r2iQo71inyCscX07gRe0wADPxmbxnVmV0toUzRf71g651yF9fegH0M19MZBml34cD3TuLFXRlHxNZRoCe7DNzyu9sKCNwuuyjSYSl8Yby1ENS2qOG508ptCoaq+YuPbFU5OpXPa+qU0Mdz/81H/B9LUGRgn4AUv9mqzoppuHcukSoX1wWjtPf81TzzuJk7nDP3MSwuuTftzuwOkL7cx6VkX8JKZTdShV+XxSOVd8vlX0IXnARKCmThe0dSqQuarC46OL6Wnv2/QqDZxWma1ID1XkB3yqDty2cKfKv6/nvRBkzOi0H6hQdAaE3OtcoMEv2XDPzxdHY81I/rVbN7QeytCgqd17NaysVhBDaMlvV51zWqKyyHbQilLImZxWebGGrg4pGY1WnhvT6sijzgqlZM2VB7krvvaQ5W1nGDeXEolOQV9X5dVs4k+SvSwqDbke75cBs5WGnJvkD/C6XdSqLgZCIdC80r5NxA+hLTnVjO2puHSM/d/zS36/S4Kdf1SAtfN+ibpFVqZ7lAV+/Wj6pkSYK5Bs8SgtsoLw4rWrdujJZ2UmrUuqKC/L48t62cKbIv64EUqflQF3PXzfeUDf4qfasm95aR/PXLbaqe8JTc2vLPiVGhyQHFHaKLK/SdbwK771WwLf4Ckkjmn8FiZY1Z6vac9nY0rqI+KS16QRUFrYRpK7W898i6mrBgH7gta7mr5uBUqe/jsK4p7nnGi0WgBoGr+ZpJ5zbqhHYJwR8y1I9NRqVxdcKako3ZS0W1NyOl1+l63gBOgKwCrK6Ssm/ggiFKO/PUxXwLWutHN5/UH1Ky5OcKmMVBKnrNd/P/7WEqtJ7CnQ9wvrZPtEl7kwpwpTB09rzUr+aWs0L8A2eiT3rnvDmTnnL8DJSWFV4k7YVyo55Y72KawXV3HWCxWqeLCi6O5Afq6BIIEXr9vywaLNsbGlVM3HdpZp/R6O2oSJGsi2cKfJXhVZFHgoFOqTg+QGWbqDdYgFIDBZXApmtPAgRtkjWnluzr1Cd/jpA6rTDjHOoFE3drC41VtfIl+25LF2z6i5cNb4sWFwV8C2+nESfCCt199K0x/IbscrWTSHR8oBvRYFYSY1BeOIorogulX0qgsXbwtkif6eeBg3oyT5JrKGGFzzQk0DCQitbu9AKCA0eN+fd8QI4foBJrVNW1FROw+CVVdlSoCN1uX4AxwtKT5alREgghW6Bhl1VHQzUrPAt9WSrM4XSa8zOm34NZ90UEi3N86/p+VMMXuln1Xr+28NJzdRDQK/lwLRm0DU9VkcCqbtnHdkn1t1rGFvdpnKzqLK4zmVxOie8OSGhgKJ/l8oYBWRGIdHyCl+fROBFc+t7/rR151bKVtwgpuYuyo6itMMA8pvKUaWusgrf027sdqbIv05HT4VJv6tBRmY0aEDH86+/Z51sHxMZN7rdNacrDzsDfYkNSGQfToFZYuQJqZ4avX3Uz/LIrKofP1B+Jy0l4AsUG63a2nlFvn1evCCRjEr6+dep8C3x3svaUKfHlhm8NuC7RcwiCaQOJhpZIHVbLKTH6sxtwvM/jT2rz4orOdUNNAOh4QkksGBc3BM3stOUfSi6fRGZUeMFOreAqbFAsYxBkow0KnyB4oAvNVjs+jK3ODI0Wno1GY5XfY9A8dhW8986Qo+wruzDbzlgQgLp2x3YGi0H6vbXARKpS2fPdTx/qyMw6vFltlnNthKAnrGlpJiWESGl4VclEWq3OqB5wUW6fVVriPQa2esuCHJTKmWr5aqygG9Dp51W898+6hZaAXotB+K+9jVOHboFZtOaVbZA4gUvXcaeDXj+am4d2cfEaQfgZVdRighJ+neDRBhI5N7HXCfg6/iy9LRS1tuHovnXMXhVfYVogeqc9NYKg1d2bWbb3uEUULfQCkjSBzkkbIoIdeWXuvPuaHjBp7pnI4F9frB5Gss+ulJCUHqhClCc7UMN+ALFREjyZHMNh4++pv5NztjRjHPEBF4wt27A1/HL7w4uuzazbe9wCpjW7K8D6PW3TySQusFmvawbE6cd9V6cecOx9fesU+FrSvbh3F3Mkn00tHM1Xlv/jolw3ZOVUpKDn0X59mVE2OkI2B1RKIEIkXjKResuO+1QitOKSFhXunH9csMBFBeYVV3XuS2cGfJ3/QArLzBGhJzcc9UR04T2rlNjUH9eHc9fddY8hdRag7IPx/OfEy6sVyRXqJ1XeIP9AiJcUeSTgl41Ve2J02OLDE8VkRUarcjglaXlGjnt6Oj2FdXYdQ11K/tsCSYCkIBevv3J0kPXEuiXZBaQ5h50We0dVp4fFlqdwp5NPm/OnsM7i8svVCHNq9FLaUoo5lNyQG6rg4p0S6A4V5+kfxeQGcUTVUSlk+2jxhcZvDLJCCjOUmIFfDPrVn36KWOL9lz1WRVXJgewOqJWpwETODPkr7zWurKPTssBE4VWAP8S9zgAqXlpvELS05+n+YftoOv9inGlrqUbwA+kgRNeVF3MNHgdQiuNQjmA4kEXjCUFTguIkJJrX3YhOeXEUkbgZcFioPx5qfcumxfYJHDK8yoNFlNPO5pjt4HTX8GWULeds4JOgzUTWUZA1HKAlX2iUkzrFTzp7PlkWT+tFuBX2ta9s0FB67TjhJlVVZXFZRIIhURzu0wSPP+igG9ChJqBaoL+XdRamUKEhacGhsHLjqek1VZdxUg5peXHKsovkdkWzgz5T6PAnYniH4Av+xjx/JnNxpJ2ztvfs7nTDo/8TdRUAKH3zr24J7zCsfpZF5JCRd450EzAlzNWJ3AKFFcXVwWL1dzaqZ5FUpdXXRSnpJnCdWue0qpaSW8LZ4j8Q6/VRJEXwM3/NuMFT/o2pg692GpGCEBSoLPnuhe5pOd2vKCwOClvXqBeTQWQ1FWwAvvELqZ1PP/C4CdH9skEfEkpkxVecJ3gZ51gcdW6uwVGi1poVVZjQDmlFcYLWs9/ezAVgIxbKzOlCBNe8LhvQ8qwZzx1XsBAxo3Onpf1i8sAvvxias/qPbiyD2XeUv27Kn2wINuH2uoA2NS/qVW26ddmx+tKIFUtFpKx+YVW6ueF6y4wWpSxQHGaaVVvHzVW93ltA6e/gi3BRJUtoNdyIPSC6+nugDfhoNkAACAASURBVAYRGrjFCwj3POzy92zqtKPejwJTRl7NzZWcygq8FErlAE1CIbWGKAr4xl5webpl+rVpkCSQ0uAnQfbxN28RY512Cvesv+6qxmxFHVgp8YJt4PRXsCXE2T6GpAhO5kuo+dfX+JLCo+0TIXfPJk87AD3TaGpI81dzc2sbqJ6/bvpg1xK1OoICOV5wPJZ/Axnl+kg1XjdwWpR1Q70IJm8s5bSjfl6c3lputMrSW087xx84Q+Rv2iPkacGGiZApgZjY886Al29vSvPn5tublH24t3nNiQ3leiWkUE1GVpyjnh1b1RqiqFcNRTLqdESu4aEUiKn31rkUBSg2PJS++FVjdQPVJM2/pMK39fy3iKnjoWcg7xzgacGeH2Dh+rWucEzPC9AlEJNEyK20DfvrmNgz7zYvo6cd5m1e06VX2s5ZoY4WXJS6yBmbDfhSe83kkVlyAXu1dFPntBO+dtNo9Sqqg4tODeQ953xWQSDhVRSIFY1Vc7ee/xZhotmXAudOW/U6I14wM+vGxJ3FChwiTCqL60td3AZr05UPIYBRjTuL03Nz2jucrDzsEj7nOgFfRYRZIl0RNOgi/ZsSL4jXXRA4pcgnRbdaVZNo/l26VOklbyzl/oNw7s3PihUvKDB4p32RC3CGyN+U9ALwAoGqMZgZIgzfg65/17tAPQ3OaWdmqK8PwG+kp7KM6txZrLAzsHGypDV2W3k+HC8gxZTqpA/2CwicKkPkjq1BZrHnrxs4JRa25a6bc9opzHCqzjQqjpHo7/k17/kLIc4LIX5fCPF89P9zOa95ixDi3wghviCE+JwQ4q/VmVMXJomQEwhMpBcDEkjcTpp66jCTcQPw+urHWUYGMpzU+jlB7rqFfArjvoWZ45PqKjgGr1tUpUvMmgFyZB9i0BXIOTVEt5VVeaN5fYU4gVPd7pjKu8+rTNYl/5UX7bmrIXUxZLJcqaviFrBtoe4KPgDg41LKJwF8PPo6izmA/1xK+c0A3gngfxVC7Necl43pyjXifQNcL9hc9glX9jFxf6/CmNFgLTntnEKQ28AtXgqTfpd8cQ/H4BV7/uWXqAPlZFbVOLAw4HuKEgglyF122qkylnZHQIj8GAlA896zY9Xzq1UjcB/IPu8B8KHo3x8C8F3ZF0gpn5NSPh/9+waAWwAu1ZyXjRkxDY8CluxjKNce4LccMHGLlwKnqZxJ2adrddCzOyxjW7d5nwIn2Hy8pBu84uAnrasnkB/ApBCZem0aK1c/4EuVQPLkk3A8rb0DsLnnFcHzF0KEHniNgK9OUZz6ua7B2wbqruCylPLl6N+vALhc9mIhxNsB9AB8pea8bJi44ENh3Lex8oJcq56FyfoC7lWOJuMc476NhetvpBjmQfVRMnHaAcJOrGSZbWn2cwZoxlatjxLwDdMHC26HqsqaKUldrCKyuFdNNtsn9vwrupHmaf6sStn8hnRVurv6eV6wmUKieSSsCL3OaYcS58i7NjOU6E6/vUPlb6oQ4g8AXMn50Y+nv5BSSiFEITMIIR4E8E8AvE9KmcuaQoj3A3g/AFy9erVqaSyYKjoC1klhf9Qrn3dpLvUQ4J06TOXaq3nVe+4Ny6UNk6cdgB9jeXQ8MjIvJ7U2kX30sn1U7n4lERZ5wYRsH6Cmhp2X7cOslJVSrqVmVl2HCKRTPflxjqJ1U/ec106aIxmpddqp175aPP/K31Qp5TuKfiaEuCmEeFBK+XJE7rcKXrcL4LcA/LiU8o9L5voggA8CwNNPP03rXkaESfJP32lbSf4Gc+3V+3AkkCa84Crynxlqopeem7xnx6TswyB/xufctcSGFxxfTFIlgZR0qaQ876612aVy5fmky0V6dgdLt6jQil6lq04Y6vpIymUuQFGqpyb514hVJAaPnmaapgnquptG3RV8FMD7on+/D8BvZF8ghOgB+HUA/1hK+ZGa82khCCTmjtlsH4CWe26a/LlesEmjA1AlENU+25z2/mqXfVQ2Esnzz6nS5eTaA/kBTJLnb1twcoqlKGPz0x7l2roK580xWl5AD5wC+Q3pSLJPTuBVZTjppGsmN5/pndLul8ZuPw3grwghngfwjuhrCCGeFkL8QvSa7wbwHwD4m0KIz0T/vaXmvCyovHiTRV4AXQ4Y9cwUWgF02cfzAyzd+lc4pucF6Hs2VWil5qbHOQzWNgzoe1b1ALuUbJ8cT9aNdXfNvHWiBFKk25Pkk5xCLaoEEqdrpubmpEwCelXNanxRsLjy4p08g8eQjNQ6FajVwdtArb8SKeVdAN+Z8/1nAPxA9O9fBvDLdeapC5NVtgDXCzbniaq5b50sK19n6uYyBc5p52TlYWKo0ErN/eLdeeXrTFYWA3yDZ3cE0ftOSGHYWw9mUu7CTb9egZLqqebOixdQPWh9zd+KXp+cOjjxAiDP4NFItEjzr5KbgDCou/GsGS0tsuumyk3bwOmvYAswLkNwPEKDqYdAJPsQUg+n8WnHXMETQNvzzGCgGaB7/iZTTNPvQzXyk0H1FY4A4hbGaRLmBF2zY9V4eubLZm+fqmInNXdR2qMWETIyhYC8PVfXRaj3z22HQdmz1YEXSAQpiY5zF0B23dTU2G3g9FewBUxjUjBEhIzLTcwTIU3/Tnr516+yDd/n9E471ICvycpiABj1LAhBK6rj9I4qIwXdDpdUCaRr5wR8CVW2QH5/er7RSgwP5zat9FwK1Ltwizx/6mknvdb0vwcVxiPvlEZ9XtvA6a9gC+DosRSwiNBgQzkguseX0HJA7dlkxg1A6ytk6s5ihUnfxtyprjE4NrxnIUTU0K5a6jpeetgh/n7lecGcFsNAvVTPbKbRyqXdKZubL0+sEchrLUGOF5QEualxjjpjgfXnrYri6BXVm4bj1aD5n/4KtoDjhSq0MkP+3OIfk0Q47tvwA7mRcpeFIsLdirRMKrhpj6YIOD13leE5Nmzk1dxKNizDdOWS5b28oiWHKAco0nA1Pf+itEeqfFKUNVPZI8feDPiSC62Krp+kpnrmBXwZMRKT61aGo+rUsA2c/gq2ANNecM8OWw5Qmo014QUD1SSsCq1M7blvd2B1BMngmawsBujG1vSew7lp7bs5BXW5hKK8yUoS3fRE/SiDhEb+1karg5XraxsOOhFuBnzjsYTmakC+1EUOctfIcMrOrZrC6QSqqdXU28CZIH/TXjBAL7aaOeaDn0A1ER4vzHrBoQRCJEKDufYA/TYvRf5VRWi8ubvkGAvV4OV1qYy7TBKlhDwdmUSEBReyULOUssFPbn3CusGj7bnTEbA7YvPU4fnkQHWe0eJmZqXHUtad15AukYxOn3pPfwVbwMnSQ0cAY8Ll2lRQPEIppXHNf0z0/I8b8IJ3Bt3YkJbhxLDnT22wpgyeWcmJGGBnSF11pAS7owxHQsCcIGLPFvnZPhwizBitPiVfPifgS92zGp9+Xn4g4foSA4LByytO48hk4bo3CVwnM4vaSnobOP0VbAHHCxc7gy4pDY8Kys1WKy+AF8hGPH+K7NOzOxgYKrQCwpOTip8UQUppXvaJL3QpN7amewqpuSknvOMl/YSXG0T0aFqwEGKDCFc+TYYACgK+TAkkq2HryyeME0sm08ghSkbJ2M021qTsqALZp2tVt8OI4zM5n3Mr+2wJJ0uzAUggutC8yhNltPmlgiz7LF1Sh0kOdgd2pec/c3wEEtgdnsZpx8W4Z6010aqLycCuPHHEt3jVCPhSJRBgs9lYLCXUKHiipnpurJusu29eP8nxgrNyVSKT6dU2rFzeaWeltefieEEr+2wJIRGa04GBKPe8KvtkYV6DphLhCSP1kIrQ8y8nf9OxBiCRcar37Brf84TwOXOLy1TztnyPkFZ1mpc+SPeC9QKneZ4sWTLKCfg6nD1nMnY4HnRufYJPS2/t19qzfmB/Gzj9FWwBxw14/pQGa00FmgGCF7xowvPvVuvuDeyZk+1j+nNWgf2yuoppHF8h5vnXlUAyXjA1Xz58jZXbGoKlf2c8WarR2RzLJHDNwKmRIq/MnjnPK3tqCNfdyj5bwfHCNUpGADAhaMFNeMH0zBfzXvDu0CZ4/g1k3DBkH9Of87hvw/XLr3KM5b1aAV+GBFKgf+tW+NYKfrIlkFTAl3h3sBqv+7y61ualKnWNFmXN+bGdVvbZKhrxCEmavyJCc3OrTpmUuU3q7kDk+a+80krbJgxe3+7AJtQYNOX5A+XGNr6tjdneYZWXQULU3ldeXtYMMV4QXaqSHq8tY9TKFNKXq7jB4ry5dds7hPECukymk9W1DZz+CraAkwY0/1ALLm850AQRdjphvn1Vy4GTpYsdQ319FJQ3X2Z4EtnHHAlTr68MpS7znzNQnml0tOBJXf1I/1aeL5CQEaUTar+7fqkKL9VTadjh723AKhDLy/ahNVcrk7rIBi+15yXn1BBXRa/HG/TXTTs1qAty3Bwj3zeYhaeL+578g0DiZOWZ178JRMglBSomg2rJqQkvWO2jLOPnqAGDB9A6ezaxZxVvOClp8aCMPFXqUsSRzXyheoMD21rz/B1OqmfGk+W0GC6UQAhE1rUEhNjcs90RpOysQdfCMve0wzBa0XOSUtYu8qJ+Vlmj1co+W8TM8SClub4+CvvRH/rhwil8zfHSRc/qGP+gq7xg1w8wd3zjRkcZ0KMS3T/po2Q+tbasxkBK2UiGUyOev90JiTDj+VMzQAZda83zZwU/M54stUlZ+jVZyYkyrxACA9uKPXY1N51EM3uONX9+yiX19jEgVdugEecA8o1WRyTFeqeJ+578le5uWv9WXl4VEe4OzRaXAdVe8LSB6l6A5vk3kWsPhM+7LNi88gI4fmD8c07ubij3/IWga/5ChJe+LD2+jgyEhWBpEuV4790MEXIKxFQB2rrkxDixZOQq6qlBjV1lDAdAM3jZ+oT6px1atg8ADOxNia5vW8Y5QQf3PfknTd0M69+jyPOflxOhaTICQlI/qSBgwLz0ot6vzANvIrMKCMm/1NA29DlP4ktsyj3/3UGXdXNZ6L2nPUKajgyE3u7S3ZRAqJe5AEneepxrT5ReAGzMTSbCvD1rj+XVCAAJ6XMK6nLbMjNkn7x1vxpy/IEzQP6KqEwT4T7J8zcfgAzn7pXO20R3SyA5PVV5/o3seVRB/vHnbDrbhxbb4aa2bkggDCmhb2960AA9ayY9hjO2iPx5EkgN7Twn1ZPSviQb8GV5/jUynABlqDOnhldBL3/gDJC/6XbOCiTZZ+k14wVXEmEzXnAs+1SQsMkcf4W9Ybc0vmL6wh4FisHTIv88CYThTeZdiqKyiMqwIYEwTg0DW8k+67n6HALf1PwZhkPT8882lePs2bY66IjNKl2ORLcWI3Fbz39raKLiNP1+pR54A1W2QESEc7ew6rSpOMekZ0OICvJvSOraH/WwdIM1AkijqdPOsGuhZ3dwMC82PHrknw1+MrN9UmOXxAtVgM1sH+oNYgDiy+Y3vHdWoFpP6hp0N2MkAC/gq3PaUeM3OplS113jhNc07nvyb4oUBl0Lg26nUoduwvPfH3bhBRIzJ58Im9L8Ox2Bnb4dG5c8HDUkdVWdOppKqxVCYH/YxVFJbEeH/Pt5Eggj+JnOIFm6PoRg6t/R3IqYhoS5VftkNSZJmeQEbTVPO7YVtXFWBM6rDgaSPS8c+p6BvKZynFNaBwvNOEfTeHWsokGogGxTUkQRKUgpG5NA9uNgc743qtakXmcSVc3dmgz4AsUnrcNFc3veH3VLA/tHC768N8hKIEzZx/VlXGC4dH0MiBkk2YBvcmqoJsJOR6BnJXJVcisVw/PfSBOlyz7p9XJSJrO6vXoParvznm1l4g3cILee4Wgar45VNIiDuYNJ327kwuQyHXrpRqmHDXjBe8MegOJMo4O5A7sjjLaSVtgtudClqYI6oDrAfjhzotf1Gpi7Vyj7hEZez/PXLfLqZ7T3heuT74TNesEczz9cd2eNgNPrqcKmBMJLEw3Xm0g31JTJbFXzgkn+6aZynh/AD6R+rIIRL2ga9z35H87dRrxBoDzrpok2B/G8o3IiPIj23EQucdjcLV/2mTZUUAcknn+RwTtchPUFVI+Mg7JMI2Xk+dk+m3nrXC94FRN4QJcwMvq3ItMh8Za7MNi8HjhlyVWZ4jROemu47sjwuHTdPfb8o4CvWgPVYHYtsREj0a9toK+7abw6VtEgDuYOzo3Me4NAKIEUklGDclMV+R8tHOw3tedB8WnncBau59y4Ae+70uA1t+cy2Uetp3bAlxU4Xff8l67P8GLXSTTxghkatqPp+eftmZHeCiTEvWRUB8cGz9U77YQdRdf3THUy+pngfCv7bBEHTXr+o2L9+14kQ5xvgJD2q2SfmRvLJKZxftzDQcG89yJp5FwDz7tK8z9q9HMuln2SQDPvhJfrETJIFNAj/1Hk4SsC5wY/B6k2C2qsPvnr7zkcS1vzMOd5pd+zCj27syEZjRgnpWycg3KJzDZw35P/UYMeYVnVqSKLJr3gIg+8SS/4/LiHg5mTm2ba5J7DO5iTwG7e3E2d8PZHXay8/DTTWp5/Jv+b400C614w1XNXpDWPiHvJKJbKrnsZEyHx7uJMuubC4ZP/KuWBU8cqSWvurp92dLJ9lMGjP6/OWnB+4fhxW/bTxn1P/gdztxFPFAj/4GeOv1b6ncwbef4NEOGga6FvdwozjQ4b3PP5cQ9eFNjN4qDB046l0kyLAr5zN265YRplJy0Tso/nh3GDUZdOokBC3AuG569epwhwyfbek4DvXOPU4HgBgiDxoodEwzHIyD6cPatGemqviebPkX3WyZ9q8LInlrnjkeMrTeO+Jn8/kDheuo1qwUC+FKGIsEnJqTj46TTifQOIvet7081Th5K6mvPAe4XprYeL5gye+gzzpJ8DzT2rhl9SytgjJUsJSrdPadjkbB07rFidR/cSL73w1EBNDkinLsYeNEMCAUKv3fUDuL5kySfh2MTwUOcVQmDUtWJjpdZNPjl0rXgM99SQrYpeusH9Qf5CiPNCiN8XQjwf/f9cyWt3hRAvCSH+YZ05OThauJCyGQ0aKM9AuTcLs0+aSuvaH/ZyZZ+l62Pp8rNPqDg/icg/jwjnTuihN5DqCajU2s1nHQQSh03KPiWf892I/C9MeHP3U0SoPFI6ia57/hzNXwiBUc/Gwkk8WSqRhXMnJ5ZFZEDIRJgKVOto5+HYZN3UsUD4bNWcqpqa2ohv1LNjY5kYPGaswgtSJ7z7gPwBfADAx6WUTwL4ePR1EX4KwL+sOR8LyktsyvtOgpD5RNiU963mziOjWHdvSvOP3ld5vOtzh943p7sla+4o3pDFycpDIJvJrAIQnxzzPue70xWGXYssAyikveC5o0eEq5Q3SSV/QBFh5PkzDIeaW2W8aBO45yeBZq7BS8knHPIfZLx3jvc97FmpALkyeHzZZ848KTWNuuT/HgAfiv79IQDflfciIcSfB3AZwO/VnI+Fg7jStRkivDjpAwDuFEggTej9CkWyz4FKt2xQ8wcSj3d97uYCzUDoXec968OGDV5SUZ13wtP7nBWZrVyfr51nvOAlo8gLCMk6LYGwPH87R/NnE3jAzjLKBrnDEwvd4I5SBK4qojljZxnJSMdocU94TaMu+V+WUr4c/fsVhAS/BiFEB8D/AuBHa87FRtOkoI76dwsIqal5w7n7uDtbbc4beadNBT8V0eV54PdmTiPBXoVLkz7uTFcbmUYHDbazSL9vntR1d+awJR8g3ScniL1wKinkV/gyPNmU/q3j+SeyD5MIU72B+KedzT2zZJ81z5+nu6c9f+66+ylDzR3bNCpNpxDiDwBcyfnRj6e/kFJKIURem8m/DeBjUsqXqoJKQoj3A3g/AFy9erVqaZVoMtceAC6Mlee/ScL35g6euDhuZF4AuDTp4e7MgecHa7dmqT2rtZnGKKqiLdL8m9zzhUkPKy/AzPHXWlfcjZ7/hUlTe7Yx6lm5Rv6eLvmnJJA5M4MkztV3fUgpWQFfYJ3MOGmi4bqTRmXsGoGUBBJEBpyc7ZPJUpozNf9BxuBxCq1GXRuOH2r27FTPODjPP+E1jconL6V8R9HPhBA3hRAPSilfFkI8COBWzsu+HcC/L4T42wAmAHpCiKmUciM+IKX8IIAPAsDTTz+d36+YgdsRKVzcaYb8e3YHuwM7Jp80DmZuo5r/xZ0+pAyNzAM7g/j7t0+iPWsQEgVCCJwf5WvvB3MXb2vytBMZtLvT1Rr5K+Pb1J4B4NJOP9/Izxy88fIO+/3S+fYLpkeojMRs5cH1JQJJr9BV8+jq3yrbR0qJheujawly36w0gQdRdjQnS8nqCMwdD34QdhPlrHvUs2Kpcsncc/xZuT7b4A1ThrofS0bNJERwUVf2+SiA90X/fh+A38i+QEr5fVLKq1LKxxFKP/84j/ibwJ0TB+MePxjHwcWd/oYOvfJ8TFdeo7JPHG84WZ/7znQFqyManfvcuBefMBSklDiYNRvkVh529nmrry825PkDoeSkDKuClBJ3pistz38cGa/p0mPryD27g57VwXSVDpzSf8eHXXtd9mHo33FP/0jG4EhGymDPVn6cPUM1eEIIjHsWZit+ppBad7qqWWfPCyec2+4IckHeOBo70zDyTaMu+f80gL8ihHgewDuiryGEeFoI8Qt1F1cXt6crXNxpjhAA4OJ40yNUZHSpwbnVe2fnvn2ywoVxr7GMGwC4kEP+B3MXXiBxqUECVuSePWndPllhZ2CziEhn7iz5zx0fKy/QCviO47uBPS05YNy3MHc8TCMSVXcNUxASYThu7vgYMbq/qkvqpysPS6burvY8W/ENHhAaj9nKiw2HrsGbrrzY+FKg1j2PyJ/zOU0GySltzkyNbRq1XGIp5V0A35nz/WcA/EDO938JwC/VmZODOyerRskICCWlL79ysva9W8dLAMDl3eaJMM/wNGl0gNDzf+lgvva9Wyfhnh9ocM9Fnv/tafOf86WdPv74a3fXvhfHlDTIP/GCPa1A4KhnY7ryMFt58dfksSn9e7ryWIZjnFk3iwhThkP14WftuW9j5nhs6QUI8/JVsHjm8Passorm0dwcg5V+Xmqv90u2z6sat6erxonwwri/kfZ48zgk5LQWbxoXYyLMkv+qUfkDCCWQWyfrWTe3oj1f3m1uz3GaaXbPJ1vY804fh3N37T7WuMBLy/OPSMHxktxxDS94uvLir6lIFzxNlx7GDMORJnBOewYgJXVpn3ZsTFf8TCE1jxo3W/ksz3+UkX1Y5B89n5OlntFqEvc1+W+DCC9OQlJI9/e5vQUveNK30bc7G1LE7S0Q4YN7A8wdf62/z83otPNAg8a2b1vYGdgbxnYbRl69fzrj55UjdcLjG7wsiVrRLVlUjPuh/q08fy6ZLRwffhAGbTlj19bt+BgyA81C1JF9rLWTEi9d044CzRKzlccylqOUbs897VgdEdYJaJ7wmsR9S/6OF+Bw7jbv+efk+t86WaEjmku3BMIA2MXJerBZSom7W5B9Lu+FZHczIj8g3DPQ7GkHCElYSUwKoeffXKAZQCwrpU9arxwtAABX9vh7VtkrafmEc/nOOJJAZis/+prnBXuBjHtScYhQadjTpcfWzsOgrR15/h7f4PXC004cOGWQsLpd7mjhYuUFLJksCfh6OFm67PYl6rOaa5zwmsR9S/5xmucWvGAAeDkiAiD0gi/t9GE1GHQFQiJMe/6HcxeOHzRO/ld21Z4TElZB16Z/sR/eH+LGYTLvwvFxvPTwQINyE5B4/unn/fLxEj2royX7pLNXpkuPTygREcaevwaZqb1MGHOn5arjJf++5liuivbMMXiTfhTncPinHbXOG9HfKcdYKkMxd3ycLD32TXWTSK46WXro2532GsemceMw/JAf2m+WFB7aHwIArh8m5H/rZNW4BwwoIkzmVWt4uOE9K/J/5Tjt+S8blXwUHtpb37P6Y276c1YSnornAMDLh0tc2RtoX5epyOx46bLveh737VD20SBC5emrz48zVmX7nCw9nCz59zUruep46Wnu2YvbenN6Oam5Xo4cB85pRxlmtWe+529hunTDPTfUf0oH9z35P3Ju2Og8D0fvf/0gIaRXjpaNZvooPHJuiJcOF3F/9IT8R43OGxNhyvN/+WjZaLBX4aH9IW6drOLAq3ruje95Z4CuJdaynF45WmpJPgoJmXnsm8AmfQtTzYCvIs2Xo98X3WyfUALR8YJDAteSTyLDAYBlPNTzTTx//vM6Wrhass8kXjd/bJO4b8n/pQPlETZL/ruDLnYGdky8Ukq8dLDAI+eaJSMgJH/HC2IdelunnUHXwvlxDy+nPP9r9xa4er75Pau9qWDrtvZsdQQe3h/iG/cS8r9xtMBDNclf1/Mf9cM2wyfLUDvnVPgqMlO/sxzJSAVt780dLN1Aw/OPDJ7OaadnwfGT33eOXKXmuh4bPPrYrtXBqGdF5M8/saQNHndsk7hvyf/64QLnRt1Gq3sV0vLLwdzFdOVthQiVgbkWGbrrBwsMup1Gu4kmcw9xLSLCuePhznSFR7ew54czMtuNwwU6otkUU4VHz4/iPfuBxM3jJa7s6TsXa7IPUw7YGdhwfYlXjpY4N+qxpCc119fvhnvhdGIVQmDSs2Pjy/X8Y4Onc9qJyP7G4QI7A5sVU1MG7xvRnrmV6HvDLm4eL+EFUnvPOpJRk7hvyf+lg0UsyTSNR84N45PG1+/OAGBL5B/uT0kR1w7meHh/qK1Bc/D4hTG+difc67V74d634/mvy2zfuDfHg3tDcn+ZOnj0/Cg2tDcOF3B9iccv6O95b9TF0dwNiZBJCqpZ4VduT9ntu1WXUvX5nRszPdmBHTs7XDJT917reP7Kqfn63Tl7rHr9ixH5c5s97g668d84d8+7gy6Ol66WkW8S9y35v3DzBG+4NNnKXI+eH+Hrd+cIAhnLAo/VIAUqlHFT3ujzt6Z4wwPbBc4e5gAACWZJREFU2fMTF8e4frjAyvPjPW+D/B8+N0TXEvjK7ZC4Xrg9xeu3tOdHz41wb+bgZOnihdtTAKg1t+oXdKJBCqqD6Qu3plpeLAC8qMifSYQXJj18NXr+XBK+MOnh7tSJNH/m2Ch1+mt3Zvwso4iwX9Q0eHvDbvx3xp1b1QIdzBy2kW8S9yX5nyxd3Dha4kmNbos6+KYrO1i4IQm+cGsKqyO2IoGMejYeOTfEl145wcrz8fW7czz5wHb2/MTFMaQMvbDnbobtLZ641Fw7Z4Wu1cHrL03w3M0TBIHEC7emeHJrBi/8TL96e4av3ArJ/3U1WlhfGPe0byFTXvDc8dle7KQfSiYnq/DEwT01PbAz0L6+8tKkD8cP23KfZxKw2vPRwsUeUzJS14uqTqQczR8ICV/tmVtToroKH8zdrUiyVNyX5P989Iep02pXB990ZRcA8KVXTvDsy8d4/aVxo03G0njqwV188eVjfO3ODH4g8eTl7RCherZfvHGMZ18+xiPnhlsLZj15eQfP3TzBSwcLLN0Ab9zSnr/5oT0AwOevH+H5m1Psj7q1/pjTTQe5MYt0bQHXixVCxOvWWX+6jxK3piRdd8NNh06Trk6MR51wuDESALiyl9ozs3boUo09N4n7kvw/e+0QAPDnHtwO+b/x8g46Avj89UN89qUjPPXg7lbmBUJC+tqdGf7V83eir7cz95uu7GDSt/HM1+/hc1ve8597cAcvHSzwB8/eBAA89eDeVuZ95NwQ50ZdfP6lI/zbbxzgLY/u14qvpAmcTf4pItRpaqeylLTIP0X43CLK9OsvMdOh0/LWFQ3yVwWZOpf+pLP32Hve0TeWTeK+JP8/ev4Orp4fbSXdEggrJt969Rx+/v/7Km6frPDvveHiVuYFgL/wxDlICfz0b38Jl3b6eP2W4hxWR+CtV/fxT//0Gr5xb46/uMU9/8XXh3P9T7/9LHYHNp7aksETQuBtV8/h1z99Hc/fmuIvPH6+1vulExK4qapp2eKxC3zpSQXOH9eQrS6n0lu5J9wHU/t8lJmQ0bU6UAk+D2qk2KpMMSXfcfBoiku414Wm1/roljiJgvuO/K/dm+NffPkW3vUteTdPNod3vfkKvEBCCOAvf9MDW5v37Y+fx8VJH14g8a43X9lKpo/Cf/TvPAQ/KjB7x1Mb1zc3hjc/vIfHLozg+hJ/9ZuvNN5GI413v+UhOFETv3e9ud7vWDo+8zCzHkUIgddHMRYdqU+d1B7XMBzf+nB40nqThqz6RGq+Jy7y160k1m95ZJ899s3Ruh/USM99PDIYV8+P+JJR6pSyLVmWgldP6NkQLu8O8Pe/+y34ttfV88q4+M++/THcPlnhrVf3G+8nlIZtdfB//o234fe/eBM/9B2v39q8APAfv/VhfOPuHG+8ssMmrzqwOgI/99ffht/4zHX8rb+03T3/h9/6EK4fLvDQ3hCvq3nK6tkd/Mx7vwXjPq/HjcLPvPdb8a+/chdvfogve/21tz+Ke3MHf/3b+Hdlf8vDe/hv3/Ek/tIbL7HHdjoC/9v3vAWeL7WM9s+891vxe198BW99lE/+733bI7hxuND6O3nqwV382DvfhD9/9Rx7rBAC/+j73oaDubu1WCAFIt2T/dWEp59+Wj7zzDOnvYwWLVq0eE1BCPEpKeXTVa+772SfFi1atGhRjZb8W7Ro0eIMoiX/Fi1atDiDaMm/RYsWLc4gWvJv0aJFizOIlvxbtGjR4gyiJf8WLVq0OINoyb9FixYtziBetUVeQojbAL5+2uuowEUAd057Ea8StM9iHe3zSNA+iwTbeBaPSSkry69fteT/WoAQ4hlKJd1ZQPss1tE+jwTts0jwanoWrezTokWLFmcQLfm3aNGixRlES/718MHTXsCrCO2zWEf7PBK0zyLBq+ZZtJp/ixYtWpxBtJ5/ixYtWpxBtORfACHEO4UQXxZCvCCE+EDJ694rhJBCiKejr7tCiA8JIT4vhHhWCPE/bG/VzaDGs+gJIX4xehafFUJ8x9YW3RCqnoUQ4m8KIW4LIT4T/fcDqZ+9TwjxfPTf+7a7cvOo+Sx+RwhxKP7/9s4nxKoyDOO/RwchR8OZQNAUGqEQDZGUwZUIIrpJiaBACIyWSiQuXLjTVRDRIneiiBsXrvwDDaKIoQ5kkMK0sDQpSxAaJRH8M/m0ON84M3aZGe/xO8eZ8/7gcN/z3fNdnvfh3Pf8ec/lSierVZ2Hdr2QtFLSJUkDkq5K+rgy0bZjeW4BZgLXgSXALOAKsKzFdnOB80A/sDqNbQWOpng2cBN4q+6cavJiO3AoxfOBH4EZdeeU0wtgG/Bti7ndwI302pXirrpzqsOL9N564H3gZN251LxfvAO8neKFwG1gXhW648y/Nb3Ar7Zv2H4MHAW2tNhuH/Al8HDUmIFOSR3Aa8Bj4J/MenNSxotlwFkA23eAe8Ar8Yxzm0zWi1ZsBE7bHrR9FzgNbMqkswrKeIHtM8D9XOIqpm0vbF+z/UuK/wLuAC/+/5htEMW/NW8Cf4xav5XGniHpPWCx7VPPzT0GPKA4gv8OfGV7MKPW3JTx4gqwWVKHpB5gFbA4p9jMTOhF4sN0CX9M0nC+k507VSjjxXTjpXghqZfiyuF6HpljieLfBpJmAF8Du1q83Qv8S3EJ1wPskrSkQnmVMoEXBym+CJeBb4CLFN5MZ05Q3OZbQXF2f7hmPXUSXowwrheSFgBHgE9tP61CUBT/1vzJ2DPURWlsmLnAu8A5STeBNcDx1OjcCnxn+0m61XGBqX2ro20vbA/Z3ml7pe0twDzgWkW6czCRF9j+2/ajtHqA4mpnUnOnGGW8mG6U8kLS68ApYI/t/sxax4iK5f9NmA6KhlwPIw2c5eNsf46RJuduRpqcncDPwIq6c6rJi9lAZ4o3AOfrzie3F8CCUfEHQH+Ku4HfKJq9XSnurjunOrwYNbaO6dHwLbNfzALOAF9UrbvjRQ4UTcH2kKQdQB9FJ/+g7QFJe4HLto+PM30/cEjSACCKA8HV/KrzUNKL+UCfpKcUZ0Kf5Fecj0l68bmkzcAQMEjxlAe2ByXtA35IH7fXU7gXVMYLAEnfA0uBOZJuAZ/Z7qs6j5dBSS8+AtYCb0gaHttm+6fcuuMXvkEQBA0k7vkHQRA0kCj+QRAEDSSKfxAEQQOJ4h8EQdBAovgHQRA0kCj+QRAEDSSKfxAEQQOJ4h8EQdBA/gPIcaYuntQy7wAAAABJRU5ErkJggg==\n"
},
"metadata": {}
}
]
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "# PSK: 周波数シフトキーイング\nphase_on = 0.\nphase_off = np.pi\n\n## 0, 1の時の各関数\nfunc_on = lambda _t: BASE_AMP * np.sin(2 * np.pi * BASE_FREQ * _t + phase_on)\nfunc_off = lambda _t: BASE_AMP * np.sin(2 * np.pi * BASE_FREQ * _t + phase_off)\n\n## 波の生成\ny = np.piecewise(t, [t_on, t_off], [func_on, func_off])\n\n## 波の描画\nplt.plot(t, y)",
"execution_count": 27,
"outputs": [
{
"output_type": "execute_result",
"execution_count": 27,
"data": {
"text/plain": "[<matplotlib.lines.Line2D at 0x128214cc0>]"
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"text/plain": "<matplotlib.figure.Figure at 0x128100128>",
"image/png": 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8s7mlqm6b9GNyhXNN5DE5yLjOl5/wlaQGbeSXfSRJq2T8JalBxl+SGmT8JalBxl+SGmT8JalBxl+SGmT8JalB/wfG0OLyZ3HPzgAAAABJRU5ErkJggg==\n"
},
"metadata": {}
}
]
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "## 0, 1の切替部分のプロット\nplt.plot(t[21000: 23000], y[21000: 23000])",
"execution_count": 28,
"outputs": [
{
"output_type": "execute_result",
"execution_count": 28,
"data": {
"text/plain": "[<matplotlib.lines.Line2D at 0x123e03e10>]"
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"text/plain": "<matplotlib.figure.Figure at 0x128105cf8>",
"image/png": 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},
"metadata": {}
}
]
}
],
"metadata": {
"kernelspec": {
"name": "python3",
"display_name": "Python 3",
"language": "python"
},
"language_info": {
"name": "python",
"version": "3.6.3",
"mimetype": "text/x-python",
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"pygments_lexer": "ipython3",
"nbconvert_exporter": "python",
"file_extension": ".py"
},
"gist": {
"id": "",
"data": {
"description": "Desktop/PPP/python/audio/Untitled.ipynb",
"public": true
}
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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