diff --git a/BovedasObsidian/Tesis De Grado Berlatzky/.obsidian/workspace.json b/BovedasObsidian/Tesis De Grado Berlatzky/.obsidian/workspace.json index 076f16e..58c53b1 100644 --- a/BovedasObsidian/Tesis De Grado Berlatzky/.obsidian/workspace.json +++ b/BovedasObsidian/Tesis De Grado Berlatzky/.obsidian/workspace.json @@ -16,8 +16,8 @@ "file": "Materiales/TesisDeReferencia/tesis.pdf", "page": 164, "left": -12, - "top": 612, - "zoom": 1.2687392066873182 + "top": 616, + "zoom": 1.2687392066873184 }, "icon": "lucide-file-text", "title": "tesis" @@ -68,31 +68,40 @@ "icon": "lucide-file", "title": "Notas de paper Sensors-14-02595" } - } - ], - "currentTab": 3 - }, - { - "id": "3319fed463f06a87", - "type": "tabs", - "children": [ + }, { - "id": "ef38306e06987184", + "id": "1fd0f6de964f6bb7", "type": "leaf", + "state": { + "type": "markdown", + "state": { + "file": "Notas del libro Introduction to radar systems de Merrill Skolnik.md", + "mode": "source", + "source": false + }, + "icon": "lucide-file", + "title": "Notas del libro Introduction to radar systems de Merrill Skolnik" + } + }, + { + "id": "133c1b51c0196432", + "type": "leaf", + "dimension": 20, "state": { "type": "pdf", "state": { - "file": "Materiales/Adicionales/EstimacionEspectral.pdf", + "file": "Materiales/Adicionales/Merrill Ivan Skolnik - Introduction to Radar Systems-Mcgraw-Hill College (1980).pdf", "page": 1, - "left": -10, - "top": 276, - "zoom": 1.453139856959775 + "left": -6, + "top": 209, + "zoom": 2.4284565916398715 }, "icon": "lucide-file-text", - "title": "EstimacionEspectral" + "title": "Merrill Ivan Skolnik - Introduction to Radar Systems-Mcgraw-Hill College (1980)" } } - ] + ], + "currentTab": 5 } ], "direction": "vertical" @@ -242,30 +251,30 @@ "pdf-plus:PDF++: Toggle auto-paste": false } }, - "active": "ef38306e06987184", + "active": "133c1b51c0196432", "lastOpenFiles": [ - "Notas de paper Sensors-14-02595.md", - "Duda que surge de escribir la primera simulación.md", - "Gestión de proyectos/Informe de Proyecto de gestión de proyectos.md", "Notas del libro Introduction to radar systems de Merrill Skolnik.md", - "Esquemas/Esquemas Secundarios/Procesmiento de la señal.canvas", "Notas de tesis de doctorado de Ing. Edgardo Jose Marchi.md", - "Esquemas/Esquema del proyecto.canvas", - "Esquemas/Esquemas Secundarios/Pre-procesamiento de la señal vital.canvas", + "Duda que surge de escribir la primera simulación.md", + "Materiales/Adicionales/Merrill Ivan Skolnik - Introduction to Radar Systems-Mcgraw-Hill College (1980).pdf", + "Materiales/Adicionales/[Stoica_P.,_Moses_R.L.]_Spectral_analysis_of_signa(b-ok.xyz).pdf", "Posible objetivo de la tesis.md", "Notas del paper Understanding the Lomb-Scargle Periodogram.md", "Comienzo de las simulaciones.md", + "Notas de paper Sensors-14-02595.md", + "Materiales/TesisDeReferencia/VanderPlas_2018_ApJS_236_16.pdf", + "Materiales/TesisDeReferencia/lomb.pdf", + "Materiales/TesisDeReferencia/tesis.pdf", + "Esquemas/Esquema del proyecto.canvas", + "Esquemas/Esquemas Secundarios/Procesmiento de la señal.canvas", + "Esquemas/Esquemas Secundarios/Pre-procesamiento de la señal vital.canvas", + "Gestión de proyectos/Informe de Proyecto de gestión de proyectos.md", + "Materiales/Adicionales/EstimacionEspectral.pdf", "Gestión de proyectos/Consulta de la introducción de Informe de proyecto.md", "Gestión de proyectos", "Esquemas/Esquemas Secundarios", "Esquemas", "Untitled.md", - "Materiales/TesisDeReferencia/VanderPlas_2018_ApJS_236_16.pdf", - "Materiales/Adicionales/EstimacionEspectral.pdf", - "Materiales/Adicionales/[Stoica_P.,_Moses_R.L.]_Spectral_analysis_of_signa(b-ok.xyz).pdf", - "Materiales/TesisDeReferencia/tesis.pdf", - "Materiales/Adicionales/Merrill Ivan Skolnik - Introduction to Radar Systems-Mcgraw-Hill College (1980).pdf", - "Materiales/TesisDeReferencia/lomb.pdf", "Materiales/Adicionales/sensors-14-02595_Copia_mod.pdf", "Notas del paper \"Understanding the Lomb-Scargle Periodogram\".md", "Notas del libro \"Introduction to radar systems\" de Merrill Skolnik.md", diff --git a/BovedasObsidian/Tesis De Grado Berlatzky/Notas del libro Introduction to radar systems de Merrill Skolnik.md b/BovedasObsidian/Tesis De Grado Berlatzky/Notas del libro Introduction to radar systems de Merrill Skolnik.md index 4c10a74..c5e6834 100644 --- a/BovedasObsidian/Tesis De Grado Berlatzky/Notas del libro Introduction to radar systems de Merrill Skolnik.md +++ b/BovedasObsidian/Tesis De Grado Berlatzky/Notas del libro Introduction to radar systems de Merrill Skolnik.md @@ -1,3 +1,4 @@ +Estas notas salen del PDF: [[Merrill Ivan Skolnik - Introduction to Radar Systems-Mcgraw-Hill College (1980).pdf]] ## Capitulo III: CW y radares de frecuencia modulada Primera aclaración, que es CW? La sigla CW significa "continuous wave" o onda continua. diff --git a/Simulaciones/PrimerasSimulaciones.ipynb b/Simulaciones/PrimerasSimulaciones.ipynb index f8ed3f5..a6a59e1 100644 --- a/Simulaciones/PrimerasSimulaciones.ipynb +++ b/Simulaciones/PrimerasSimulaciones.ipynb @@ -459,14 +459,14 @@ }, { "cell_type": "code", - "execution_count": 84, + "execution_count": 31, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Frecuencia respiratoria: 0.279597545259111\n", + "Frecuencia respiratoria: 0.24966462104925913\n", "Frecuencia cardiaca: 0.7890046601106091\n", "Amplitud respiratoria 1.1605714451279328\n", "Amplitud cardiaca 0.01731993941811405\n" @@ -474,7 +474,7 @@ }, { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -501,44 +501,55 @@ " Señal_Cardiaca = AmpCard * np.sin(2*np.pi* FrecCard*Tiempo + FaseCard)\n", " return Distancia + Señal_Respiratoria + Señal_Cardiaca\n", "\n", - "###### Defino las constantes para las generaciones de los pulsos de señal lenta\n", - "### Comienzo por la definicion de las constantes de la señal lenta\n", - "Amplitud_Respiratoria_Minima = 0.4\n", - "Amplitud_Respiratoria_Maxima = 1.2\n", - "Amplitud_Cardiaca_Minima = 0.01 ## Este valor es un valor inicial para simular el ritmo cardiaco\n", - "Amplitud_Cardiaca_Maxima = 0.02 ## Este valor es un valor inicial para la simulacion del ritmo cardiaco\n", + "def Generacion_Muestras(Tiempo_Inicio, Tiempo_Fin, Periodo_Muestreo_Lenta,Seed= None):\n", + " \n", + "\tif Seed != None:\n", + "\t\tnp.random.seed(Seed)\n", + " \n", + "\t###### Defino las constantes para las generaciones de los pulsos de señal lenta\n", + "\t### Comienzo por la definicion de las constantes de la señal lenta\n", + "\tAmplitud_Respiratoria_Minima = 0.4\n", + "\tAmplitud_Respiratoria_Maxima = 1.2\n", + "\tAmplitud_Cardiaca_Minima = 0.01 ## Este valor es un valor inicial para simular el ritmo cardiaco\n", + "\tAmplitud_Cardiaca_Maxima = 0.02 ## Este valor es un valor inicial para la simulacion del ritmo cardiaco\n", "\n", - "Frecuencia_Respiratoria_Inferior = 0.1\n", - "Frecuencia_Respiratoria_Superior = 0.4\n", - "Frecuencia_Cardiaca_Superior = 60/60 ## Esto es 60 / frecuencia_Minima porque son ciclos por minuto y tengo que transformar a segundos\n", - "Frecuencia_Cardiaca_Inferior = 60/80 ##\n", + "\tFrecuencia_Respiratoria_Inferior = 0.1\n", + "\tFrecuencia_Respiratoria_Superior = 0.35\n", + "\tFrecuencia_Cardiaca_Superior = 60/60 ## Esto es 60 / frecuencia_Minima porque son ciclos por minuto y tengo que transformar a segundos\n", + "\tFrecuencia_Cardiaca_Inferior = 60/80 ##\n", "\n", - "Distancia_Paciente_Minima = 400\n", - "Distancia_Paciente_Maxima = 1000\n", + "\tDistancia_Paciente_Minima = 400\n", + "\tDistancia_Paciente_Maxima = 1000\n", "\n", - "Periodo_Muestreo_Lenta = 0.0001\n", + "\t###### Comienzo las simulaciones de la señal lenta\n", + "\t### Muestra de las variables aleatorias\n", "\n", - "###### Comienzo las simulaciones de la señal lenta\n", - "### Muestra de las variables aleatorias\n", - "np.random.seed(42)\n", + "\tDistancia_Paciente = np.random.uniform(Distancia_Paciente_Minima, Distancia_Paciente_Maxima) \n", "\n", - "Distancia_Paciente = np.random.uniform(Distancia_Paciente_Minima, Distancia_Paciente_Maxima) \n", + "\tAmplitud_Respitatoria = np.random.uniform(low = Amplitud_Respiratoria_Minima, high = Amplitud_Respiratoria_Maxima, size = 1)\n", + "\tAmplitud_Cardiaca = np.random.uniform(low = Amplitud_Cardiaca_Minima, high = Amplitud_Cardiaca_Maxima, size = 1)\n", "\n", - "Amplitud_Respitatoria = np.random.uniform(low = Amplitud_Respiratoria_Minima, high = Amplitud_Respiratoria_Maxima, size = 1)\n", - "Amplitud_Cardiaca = np.random.uniform(low = Amplitud_Cardiaca_Minima, high = Amplitud_Cardiaca_Maxima, size = 1)\n", + "\tFrecuencia_Respiratoria = np.random.uniform(low = Frecuencia_Respiratoria_Inferior, high = Frecuencia_Respiratoria_Superior, size = 1)\n", + "\tFrecuencia_Cardiaca = np.random.uniform(low = Frecuencia_Cardiaca_Inferior, high = Frecuencia_Cardiaca_Superior, size = 1)\n", "\n", - "Frecuencia_Respiratoria = np.random.uniform(low = Frecuencia_Respiratoria_Inferior, high = Frecuencia_Respiratoria_Superior, size = 1)\n", - "Frecuencia_Cardiaca = np.random.uniform(low = Frecuencia_Cardiaca_Inferior, high = Frecuencia_Cardiaca_Superior, size = 1)\n", + "\tFase_Respiracion = np.random.uniform(0, np.pi)\n", + "\tFase_Cardiaca = np.random.uniform(0, np.pi)\n", + "\n", + "\t### Muestreo la señal lenta generada / Genero la señal lenta\n", + "\n", + "\tValoresLinea = np.linspace(Tiempo_Inicio,Tiempo_Fin,int(Tiempo_Fin/Periodo_Muestreo_Lenta))\n", + "\tResultado_Desfasaje = Evaluacion_Señal_Lenta(ValoresLinea, Distancia_Paciente, Amplitud_Respitatoria, Frecuencia_Respiratoria, \n", + " Fase_Respiracion, Amplitud_Cardiaca, Frecuencia_Cardiaca, Fase_Cardiaca)\n", + "\n", + "\treturn ValoresLinea, Resultado_Desfasaje\n", "\n", - "Fase_Respiracion = np.random.uniform(0, np.pi)\n", - "Fase_Cardiaca = np.random.uniform(0, np.pi)\n", "\n", - "### Muestreo la señal lenta generada / Genero la señal lenta\n", - "Timepo_Inicio = 0\n", + "Tiempo_Inicio = 0\n", "Tiempo_Fin = 1000\n", - "ValoresLinea = np.linspace(Timepo_Inicio,Tiempo_Fin,int(Tiempo_Fin/Periodo_Muestreo_Lenta))\n", - "Resultado_Desfasaje = Evaluacion_Señal_Lenta(ValoresLinea, Distancia_Paciente, Amplitud_Respitatoria, Frecuencia_Respiratoria,\n", - " Fase_Respiracion, Amplitud_Cardiaca, Frecuencia_Cardiaca, Fase_Cardiaca)\n", + "Periodo_Muestreo_Lenta = 0.01\n", + "Seed = 42\n", + "\n", + "ValoresLinea, Resultado_Desfasaje= Generacion_Muestras(Tiempo_Inicio, Tiempo_Fin, Periodo_Muestreo_Lenta, Seed)\n", "\n", "plt.figure()\n", "plt.plot(ValoresLinea,Resultado_Desfasaje)\n", @@ -553,12 +564,12 @@ }, { "cell_type": "code", - "execution_count": 86, + "execution_count": 30, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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", 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u36UXlu/UpoNl+s0b65QRF6afn99BVw5IV7g9YH70AckXvYBv+LMXh8qqddfbG/TJlkOSpMvPbaeHLz9HIcG+P0Q9c3wvHS536e1vDug3b6zTk9f007jeqT7/nNPBfxeBg14EhuboQUBMgJk+fbo++OADLVmyRO3bt/eOp6SkqKamRsXFxfXWz8/PV0pKined489SO7p8dB1/iHLYdNuoblr2u+H6zUVdFBNm096iSt3//mYNfnixZr2/SVvzSv1WHxDIPB5Dr3+1VyMfW6pPthxSSHCQHvrJ2Xrsyj7NEoqkurNN/3zFOZrQJ00ut6Fp89foX6u4iCtwpvFrMDIMQ9OnT9c777yjxYsXq2PHjvVe79+/v2w2mxYtWuQd27Ztm/bu3ausrCxJUlZWljZs2KBDhw5518nOzlZUVJR69erVMl/ke8RH2PXb0d31xe8v0oOXnqUO8WEqqXJp7ue7NfaJ5br06c/02so9OlJR4+9SgYCwdl+xrvnHl5r59gaVVteqd7tovfvr83X9oExZLM17KNpmDdITV/fVlf3by2PUncY/e8EWLuIKnEH8ejxn2rRpmj9/vt577z1FRkZ65wRFR0crNDRU0dHRmjJlimbMmKG4uDhFRUXpN7/5jbKysnTeeedJkkaPHq1evXrphhtu0COPPKK8vDzdc889mjZt2kkPl/lLWEiwbsjqoOsGZWrZ9gK9uWqfsjfna93+Eq3bX6L73tukwV0SdHHvFI3ulaLY8O+/ESbQ1mzPL9OjH2/TR5vq9viG2qz67ehumjy4Q4ue3WkNsujPE89Rakyonly0XX9ftlObDpbqr1f3adAtRwC0bn4NRs8++6wkadiwYfXG586dq8mTJ0uSHn/8cQUFBWnixIlyOp0aM2aMnnnmGe+6VqtVH3zwgX71q18pKytL4eHhmjRpkh544IGW+hqNYg2yaHj3JA3vnqTD5U69s+aA3v7mgLbklmrZtwVa9m2B7n5no7I6x2tEjyQN656kDgnh/i4baBaGYeirXUV6fvkuLdqaL8OQgizST/q114zR3dQuJtQvdQUFWTRjVDd1TgzXnW+t12c5hzXuieV67Ko+GtY9cCZlA/A9vwajhlwpwOFwaM6cOZozZ84p18nMzNSCBQt8WVqLSIiwa+qFnTT1wk7aWVCuBRty9eGGPG3JLdXy7Ye1fPth6f3N6pgQrqHdEjWse6J+1CGOidto9UqqXHp/3UH9a9U+bThQ4h0fe1aKfju6m7omR/qxuu9c2redzkqL0vT532hrXpkmz12ln56Xod+N7aEoBxNvgbaI37ABolNihKZf1FXTL+qqnQXl+nhzvj7ddkhf7z6iXYcrtOtwheZ9sVvBQRad3S5agzrF6bxO8RqQGatI/oFGK+Bye/TlzkL9Z/V+LdyYJ2etR5JkDw7S5ee215QhHdUlKcLPVZ6oS1Kk3p12vv60YIteWbFH//xyr7I35+uBS8/WmLP8d4IHgOZBMApAnRIjdPPQCN08tLPKql36PKdQn247pOXbD+tAcZXW7ivW2n3F+vvSnQqySGelRatveoz6pMeob3q0OiVEKIjrJSEAVLvc+mz7YS3clKdPtuSruNLlfa1bcoSuGpCun/Rrp/iIwJkPeDIOm1UPXHq2xp6Vorve2aDdhZX65aurdUHXBM0c11O90nxzYTkA/kcwCnCRDpvGnp2isWfX/Z/p/iOVWrmzSF/uLNTKXUXaW1SpDQdKtOFAiV79ck/de+zB6t0+Wn3SY3ROu2j1TI1SRlwYYQnNzjAMbc0r02fbD2t5zmF9tatQ1S6P9/X48BCNPTtFVw1I1znto5v9LDNfG9wlQQtvvVBPLd6ufyzbqeXbD+uznOW6vF97/XZ0N6X5aU4UAN8hGLUy7WPD1L5/mCb2r7veU25JlVbtPqL1+4q1bn+xNhwoUZmzVl/sKNQXO767ImiozapuKZHqkRyp7imR6pEaqR4pUYrj7DecBpfboy25pVqz54hW7y3Wih2Hdbi8/qUnUqMdGnNWisadnaIBHeJa/dXfHTar7hjTQ1cPyNAjH23VB+tz9daa/fpg/UFdOzBDN13YiYAEtGIEo1YuNTpUl/QJ1SV90iRJtW6Pvs0v17r9xVq3r1gbD5Zoe365qlxurdtXN3ashAi7OiWGq1NCuDqaj06J4cqIC2+2C+mhdap1e7TzcIW25JZq88FSfbOvWOv3F9fbIyTVhfBBneI0pEuCLuiaqG7JEa1uz1BDZMSH6enrztUvLijWnz7coq92F2neF7v12so9+km/dvrVsC7qyBmlQKtDMGpjgq1B6pUWpV5pUbp2YIYkye0xtLuwQltzy7Qtr1Rb88q0Na9Me4sqdbjcqcPlTn21q6jedoIsUnpcmDLjw9U+NlTtY0PVLiZU7WPDlB4bqoQIO4fm2ii3x9CBI1X6Nq9Yn+Za9Nm7m7Qtv1xb88pUU+s5Yf3oUJv6ZcSof0asBnSI07mZMbIHn94d71uTvukx+tcvz9PnOYWasyRHK3YW6s2v9+vfq/drRI8k3ZDVQRd0SeC/F6CVIBidAaxBFnVOjFDnxAhdfM53936qcNZqZ0GFdh4u186CCu/ZbzsLylVR49aewkrtKaw86TZDgoPUPiZU7WJDlRYdquQou5KiHEqOcigp0q7kKIcSIkJa9MJ8aLiqGrcOFFfpYHGVDhRXaU9hpXaZfw/2FFaqxn00AFml3Qe87wsPsapnal3wPjstWudmxqpTQvgZ/0vfYrFoSNcEDemaoNV7juiZJTlatPWQPtlS9+iYEK6fnpepK/q3V3QoZ5ECgYxgdAYLNydp924fXW/cMAwVlDu1s6BCe4sqtf9IlfYfqfvzwJEq5ZZUqaa27rDKzsMVp9y+xVJ3qC45yq7kSIcSIuyKDQ9RXLhNceF2xYXbFBsWorjwEMWGhyiS6zOdNpfbo6KKGhWUOc29gTU6XO5Ufmm1NwQdLK5W0Q/cgiYkOEgd4sLkqC3V+b0765z2sUzib6D+mbF6cfKPtKOgXP/8co/+8/V+7TpcoQc/2Ky/fLRV485O1eXnttPgzgmtfr4V0BbxmwgnsFgsSop0KCnSofM6xZ/wusvtUV5JtfYfqdK+I5XKL6lWflm18kudOlRa92dBuVNuj6GCMqcKypzaqB++Ya7NalFsWIisbqv+mbtK0aE2RTpsinQEm4+65xH2YEV5x20KC7EqNMSqUJtVDpu11f+ycbk9qqxxq6rGrYqaWpVWuVRS5VJpdW3dn0cf1XXjRypc3kOiR445Hf6HRNiD1S4mVGkxDrWPDauba5YYoU4J4UqLCZXHXasFCxZo/Miu3EW8CTonRui+CWfp9tHd9e7aA3p1xR5tzSvTO98c0DvfHFBKlEOX9Wuniee2C5gLWgIgGKEJbNYgpceFKT0uTFk6MThJdfNUiipqlF9arUNl1corcaqowqmiCpeOVNaosKJGRypqVFRRoyOVNaqsccvlNnSozCnJotzdR5pcX0hwkBzBQfXC0rHPbVaLgq1BsgVZZA0KMpctCjafe8eCghRsPXXIOv7K7YYhuTyGXG6Pat0eudxHn9f96fIYctV6VOvxyFnrUbXL7Q1AlTVuVdbUqspV93M4HUEWKS7croSIECVG2pUQYVdSpN172DPNPAQa5Qj+3knRHvdplQFTuD1Y1w/K1HUDM7R2X7HeWrNf76/LVV5ptZ5bukPPLd2h7smRGnt2isb3Tm2zk9WB1oJghGZhDbIoMdKuxEi7pOgfXL/a5VZRRY0OlVTqo08/V4/e/VRZa6is2qWy6lqVVdeq1Pv8u7GyapeqXO56Z0bV1HpUU+tRaXVtM37D5mcNsijMZlVUqE3RoTZFhQbX/ek4ulz3Z3SoTQkRdiVEhtQdrgwLafV7zdoii8Wifhmx6pcRqz/8uJcWbzmkt9bs16fbCrQtv0zb8sv0t0Xb1SkxXOPPTtXYs1N0VloUIQloYQQjBASHzaq0mFAlhgdrT4yh8b1TGnX4xuMx5Kz1qMrlrnvUuFV9kufVLrdq3IZq3R65PYZc5vNaj6Faz9G9O4bcnro9PO6T7L059vfU8b+zbNYg754nm7Vuj5PN+t0eKFtw3Z4qmzXIewgwLCRYobajz63e8RBrEL8U2yh7sFXjeqdqXO9UlVS6lL0lXws35mrZt4e1s6BCTy/J0dNLcpQcZdfw7km6oEucqtmDB7QIghHahKAgS93hspAz5zRxtA3RYTZd0b+9rujfXmXVLi3eekgLNtSFpPxSp95YtU9vrNonq8Wq9w5/rYt6JmtY90R1TuSQG9AcCEYAECAiHTZd2redLu3bTtUut1buKtKSrYe0eGu+9hZV6YudRfpiZ5H++OEWJUXaldU5XoM7x2tw5wSlx4X5u3ygTSAYAUAActisGtotUUO7Jerucd00760FUtpZWra97j6Jh8qcem/tQb239qAkqV1MaF1I6hKv8zrFKzWa25IATUEwAoBWIClUGp+VqakXdlG1y601e4/oS/OeiGv3FetAcZX+vbruittSXVA6NzNWAzJj1T8zVj1SIrngKtAABCMAaGUcNqsGd07Q4M4JmqG6q9iv2l2kFTsL9UVOoTYdLNEB84Ke76+r26MUFmJV3/QY9c+M1bmZsTo3PVbRYVyfCjgewQgAWrlwe7CGdU/SsO5JkqRyZ63W7SvW6j1HtHrPEa3Ze0Rl1bX6wtzDdFRmfJh6t4uue7SP1tntohXlICzhzEYwAoA2JsIerPO7JOj8LgmS6i5nkVNQrq93HzHDUpF2m/dC3FNYqQ/W53rf2ykhXGe3i9Y57esCU6+0KEUSlnAGIRgBQBsXFGRRt+RIdUuO1HWDMiRJxZU12nigVOsPFGvjgRKt31+i/UeqvPdA/K95CE6S0uNC1TMlSj1So9QzJVI9UqOUyX3z0EYRjADgDBQTFqIhXRM0pGuCd6yookYbDpRow/5ibTDDUm5JtfYVVWlfUZU+3pzvXTfUZlX3lEj1TI1Uj5Qo9UyNUvfkSOYtodUjGAEAJElx4SHeSwQcdaSiRlvySrU1t0xb80q1Na9M2/LKVOVya+2+Yq3dV1xvGwkRdnVNilAX83H0eWKknQtSolUgGAEATik2PMR7BtxRtW6PdhdWamteqbbk1oWmLbmlOlhSrcPlTh0ud2rFzsJ624l0BHtDUtekSHVJilCnxHC1iwnlMgIIKAQjAECjBFuDvHuEfnxOmne83FmrHYfKtf1QuXK8jzLtLapUWXWt1uwt1pq9xfW2ZbNalB4bpg4J4eoQH66OCd89T4sJ5YbIaHEEIwCAT0TYg9UnPUZ90mPqjVe73NpdWKHt+WZYKihXTn65dhdWyFnr8U74Pl5IcJAy4+qCUkczLHVICFNGXJhSowlNaB4EIwBAs3LYrOqREqUeKVH1xj0eQ7ml1dp9uEK7Dldo9+EK7S6se763qFI1tR5tN/dAHS84yKK0mFClx4UqPTZM6XFhah8bqvS4MKXHhikhIoQ5TWgSghEAwC+CgixqFxOqdjGh3msuHeX2GDpYXFUXmAqPDU6V2n+kUi63ob1FldpbVCmp8IRth9qsJw1N7WJClRYTqtgwG8EJJ0UwAgAEHGuQpW7vT1yYLlRivdfcHkP5pdXaV1SpfUeqzD8rtb+oSvuOVCqvtFpVLre+zS/Xt/kn7m2SJHtwkNJiQpUW41BqdF1YSot21BsLt/Mr8kxE1wEArYrVPIyWFhOqQSd53Vnr1sHiam9g2mcGpv1FlTpYUq2CMqectR7tMg/hnUp0qE2p0Q61iwlVakxdaEqKCNHuEot2Ha5Qu7gIwlMbREcBAG2KPdiqjuaE7ZNx1rqVX+LUgeIq5ZZUKbekuu55cZUOFlfrYEmVyqprVVLlUkmVS1vzyo7bglVPb/5cUt2E86Qou5IjHUqOsis5ynHMo245MdIuh83azN8avkIwAgCcUezBVmXEhykjPuyU65RVu44JTNXKLanSgeIqHTxSqZ25RaowglXhdKvcWavyglrtLDj1nidJigmzKTnSUReizNCUEFH3SIw0/4ywKyo0mLlPfkYwAgDgOJEOmyIdNnVLjqw37nK5tGDBAo0fP0ZOj0WHSquVX+rUobJq5ZXUPc8vq/aO55dWy1nrUXGlS8WVLm3LP37vU30h1iDFR4R4w1JCRMiJASqybiw6lAnkzYFgBABAE0TYgxWRGKFOiRGnXMcwDJVW1SrfG5yqdaisLjAdLnfqcFmNDpc7VVDuVFl1rWrcHuWWVCu3pPoHP99mtXhDU3xEiOLCQxQXFqLY8BDFh9f9GRf+3Xh0qI0b/zYAwQgAgGZisVgUHWZTdNiJe5+OV+1ym7dUqdHhMqf39iqHy2tUUFYXnurClFOl1bVyuY0GhyhJCrJIsWZwigurC0x14cmmuHC74sJtig0LUXy4XbHm87AQ6xm3V4pgBABAAHDYrGofG6b2saee+3SUs9atQjMwHS53qrC8RkWVNTpSUaOio4/K756XVdfKY0iFFTUqrKhpcE02q0XRoTZFh9oUExaiGPN5dJhNMaEhig4NVkxYSF34C7UpxlwvyhHcau+BRzACAKCVsQdbvZcsaIiaWo+KK+uHpboQ5VJRhVNFlS4dMUPT0XBV4/bI5Tbq9mCV10j6/gnmx4u0B9cFKG9oqgtQUQ6bIh3BinIEKyr06HObOa+rbizcj3uqCEYAALRxIcFBSopyKCnK0aD1DcNQlcvtnTRed+mCGu/z4qqj4zV1y8esV+6slSSVOWtV5qzV/iNVja43yFI3h6suOH0XnqIcwd7wFOkIlqWmcWGtIQhGAACgHovForCQYIWFBDd4r9RRLrdHpWZ4KqlyqaTSpWIzVBVXulRWXavSapfKqo99Xlv3vMqlWo8hjyGVVteqtLpW0qmDlcdZeZrf9EQEIwAA4DM2a5DiI+yKj7A3+r2GYaja5VFZtcsMRkdDk0ulVbUnhKmCwiK95uP6CUYAACAgWCwWhYZYFRpiVVLUD69fWFio16b5tobWOWUcAACgGRCMAAAATAQjAAAAE8EIAADARDACAAAwEYwAAABMBCMAAAATwQgAAMBEMAIAADARjAAAAEwEIwAAABPBCAAAwEQwAgAAMBGMAAAATAQjAAAAE8EIAADARDACAAAw+TUYLVu2TBMmTFBaWposFovefffdeq9PnjxZFoul3mPs2LH11ikqKtL111+vqKgoxcTEaMqUKSovL2/BbwEAANoKvwajiooK9enTR3PmzDnlOmPHjlVubq738frrr9d7/frrr9emTZuUnZ2tDz74QMuWLdNNN93U3KUDAIA2KNifHz5u3DiNGzfue9ex2+1KSUk56WtbtmzRwoULtWrVKg0YMECS9NRTT2n8+PF69NFHlZaW5vOaAQBA2+XXYNQQn376qZKSkhQbG6uLLrpIf/zjHxUfHy9JWrFihWJiYryhSJJGjhypoKAgrVy5Uj/5yU9Ouk2n0ymn0+ldLi0tlSS5XC65XK5m/Db4IUd//vTB/+hF4KAXgYNeBJbm6ENAB6OxY8fq8ssvV8eOHbVjxw7dddddGjdunFasWCGr1aq8vDwlJSXVe09wcLDi4uKUl5d3yu3Onj1bs2bNOmF8yZIlCgsL8/n3QONlZ2f7uwSY6EXgoBeBg14EhsrKSp9vM6CD0TXXXON93rt3b51zzjnq3LmzPv30U40YMaLJ2505c6ZmzJjhXS4tLVV6erqGDx/u3RsF/3C5XMrOztaoUaNks9n8Xc4ZjV4EDnoROOhFYCksLPT5NgM6GB2vU6dOSkhIUE5OjkaMGKGUlBQdOnSo3jq1tbUqKio65bwkqW7ekt1uP2HcZrPxFz1A0IvAQS8CB70IHPQiMDRHD1rVdYz279+vwsJCpaamSpKysrJUXFys1atXe9dZvHixPB6PBg0a5K8yAQBAK+XXPUbl5eXKycnxLu/atUtr165VXFyc4uLiNGvWLE2cOFEpKSnasWOHfve736lLly4aM2aMJKlnz54aO3aspk6dqueee04ul0vTp0/XNddcwxlpAACg0fy6x+jrr79Wv3791K9fP0nSjBkz1K9fP917772yWq1av369LrnkEnXr1k1TpkxR//79tXz58nqHwV577TX16NFDI0aM0Pjx4zVkyBD94x//8NdXAgAArZhf9xgNGzZMhmGc8vWPPvroB7cRFxen+fPn+7IsAABwhmpVc4wAAACaE8EIAADARDACAAAwEYwAAABMTZp8vWvXLi1fvlx79uxRZWWlEhMT1a9fP2VlZcnhcPi6RgAAgBbRqGD02muv6W9/+5u+/vprJScnKy0tTaGhoSoqKtKOHTvkcDh0/fXX684771RmZmZz1QwAANAsGhyM+vXrp5CQEE2ePFlvvfWW0tPT673udDq1YsUKvfHGGxowYICeeeYZXXnllT4vGAAAoLk0OBg9/PDD3itOn4zdbtewYcM0bNgwPfTQQ9q9e7cv6gMAAGgxDQ5G3xeKjhcfH89d6gEAQKtz2le+NgxDS5YsUVVVlQYPHqzY2Fhf1AUAANDiGnW6fnFxsSZNmqTevXtr6tSpKi0t1QUXXKCRI0dqwoQJ6tmzp9avX99ctQIAADSrRgWj22+/XStWrNA111yjDRs2aOzYsXK73VqxYoVWrlypnj176u67726uWgEAAJpVow6l/e9//9P8+fM1dOhQTZ48Wenp6Vq8eLEGDRokSfrzn/+sSy65pFkKBQAAaG6N2mOUn5+vbt26SZLatWsnh8NR77T9jIwMFRQU+LZCAACAFtKoYOTxeGS1Wr3LVqtVFovFu3zscwAAgNam0WelvfDCC4qIiJAk1dbWat68eUpISJAklZWV+bY6AACAFtSoYJSRkaHnn3/eu5ySkqJXX331hHUAAABao0YFI65mDQAA2rJGzTECAABoyxq8x+jJJ59s8EZvueWWJhUDAADgTw0ORo8//ni95YKCAlVWViomJkZS3VWxw8LClJSURDACAACtUoMPpe3atcv7eOihh9S3b19t2bJFRUVFKioq0pYtW3TuuefqwQcfbM56AQAAmk2T5hj94Q9/0FNPPaXu3bt7x7p3767HH39c99xzj8+KAwAAaElNCka5ubmqra09Ydztdis/P/+0iwIAAPCHJgWjESNG6Je//KXWrFnjHVu9erV+9atfaeTIkT4rDgAAoCU1KRi99NJLSklJ0YABA2S322W32zVw4EAlJyfrhRde8HWNAAAALaLRtwSRpMTERC1YsEDbt2/Xli1bJEk9evTw3mAWAACgNWpSMDqqa9eu6tq1q69qAQAA8KsGH0p7+OGHVVVV1aB1V65cqQ8//LDJRQEAAPhDg4PR5s2blZGRoV//+tf63//+p4KCAu9rtbW1Wr9+vZ555hkNHjxYV199tSIjI5ulYAAAgObS4ENpr7zyitatW6enn35a1113nUpLS2W1WmW321VZWSlJ6tevn37xi19o8uTJcjgczVY0AABAc2jUHKM+ffro+eef19///netX79ee/bsUVVVlRISEtS3b18lJCQ0V50AAADNrkmTr4OCgtS3b1/17dvXx+UAAAD4T5OuYwQAANAWEYwAAABMBCMAAAATwQgAAMDU6GDkcrkUHBysjRs3Nkc9AAAAftPoYGSz2ZSRkSG3290c9QAAAPhNkw6l3X333brrrrtUVFTk63oAAAD8pknXMXr66aeVk5OjtLQ0ZWZmKjw8vN7ra9as8UlxAAAALalJweiyyy7zcRkAAAD+16RgdN999/m6DgAAAL9r8un6xcXFeuGFFzRz5kzvXKM1a9bowIEDPisOAACgJTVpj9H69es1cuRIRUdHa/fu3Zo6dari4uL09ttva+/evXrllVd8XScAAECza9IeoxkzZmjy5Mnavn27HA6Hd3z8+PFatmyZz4oDAABoSU0KRqtWrdIvf/nLE8bbtWunvLy80y4KAADAH5oUjOx2u0pLS08Y//bbb5WYmHjaRQEAAPhDk4LRJZdcogceeEAul0uSZLFYtHfvXt15552aOHGiTwsEAABoKU0KRo899pjKy8uVlJSkqqoqDR06VF26dFFkZKQeeughX9cIAADQIpp0Vlp0dLSys7P12Wefaf369SovL9e5556rkSNH+ro+AACAFtOkYFRdXS2Hw6EhQ4ZoyJAhvq4JAADAL5oUjGJiYjRw4EANHTpUw4cPV1ZWlkJDQ31dGwAAQItq0hyjTz75RGPHjtXKlSt1ySWXKDY2VkOGDNHdd9+t7OxsX9cIAADQIpoUjIYMGaK77rpLH3/8sYqLi7VkyRJ16dJFjzzyiMaOHevrGgEAAFpEkw6lSXXXLPr000+9D6fTqR//+McaNmyYD8sDAABoOU0KRu3atVNVVZWGDRumYcOG6c4779Q555wji8Xi6/oAAABaTJMOpSUmJqqyslJ5eXnKy8tTfn6+qqqqfF0bAABAi2pSMFq7dq3y8vL0+9//Xk6nU3fddZcSEhI0ePBg3X333Q3ezrJlyzRhwgSlpaXJYrHo3Xffrfe6YRi69957lZqaqtDQUI0cOVLbt2+vt05RUZGuv/56RUVFKSYmRlOmTFF5eXlTvhYAADjDNSkYSXWn7F9yySW66667NHPmTF1xxRVatWqVHn744QZvo6KiQn369NGcOXNO+vojjzyiJ598Us8995xWrlyp8PBwjRkzRtXV1d51rr/+em3atEnZ2dn64IMPtGzZMt10001N/VoAAOAM1qQ5Rm+//bZ30vXmzZsVFxenIUOG6LHHHtPQoUMbvJ1x48Zp3LhxJ33NMAw98cQTuueee3TppZdKkl555RUlJyfr3Xff1TXXXKMtW7Zo4cKFWrVqlQYMGCBJeuqppzR+/Hg9+uijSktLO+m2nU6nnE6nd/noDXFdLpf3/m/wj6M/f/rgf/QicNCLwEEvAktz9KFJwejmm2/WhRdeqJtuuklDhw5V7969fV2Xdu3apby8vHq3GYmOjtagQYO0YsUKXXPNNVqxYoViYmK8oUiSRo4cqaCgIK1cuVI/+clPTrrt2bNna9asWSeML1myRGFhYT7/Lmg8rocVOOhF4KAXgYNeBIbKykqfb7NJwejQoUO+ruMEeXl5kqTk5OR648nJyd7X8vLylJSUVO/14OBgxcXFedc5mZkzZ2rGjBne5dLSUqWnp2v48OGKj4/31VdAE7hcLmVnZ2vUqFGy2Wz+LueMRi8CB70IHPQisBQWFvp8m02+jpHb7da7776rLVu2SJJ69eqlSy+9VFar1WfFNRe73S673X7CuM1m4y96gKAXgYNeBA56ETjoRWBojh40KRjl5ORo/PjxOnDggLp37y6p7vBUenq6PvzwQ3Xu3Pm0C0tJSZEk5efnKzU11Tuen5+vvn37etc5fu9VbW2tioqKvO8HAABoqCadlXbLLbeoc+fO2rdvn9asWaM1a9Zo79696tixo2655RafFNaxY0elpKRo0aJF3rHS0lKtXLlSWVlZkqSsrCwVFxdr9erV3nUWL14sj8ejQYMG+aQOAABw5mjSHqOlS5fqyy+/VFxcnHcsPj5eDz/8sM4///wGb6e8vFw5OTne5V27dmnt2rWKi4tTRkaGbr31Vv3xj39U165d1bFjR/3hD39QWlqaLrvsMklSz549NXbsWE2dOlXPPfecXC6Xpk+frmuuueaUZ6QBAACcSpOCkd1uV1lZ2Qnj5eXlCgkJafB2vv76aw0fPty7fHRC9KRJkzRv3jz97ne/U0VFhW666SYVFxdryJAhWrhwoRwOh/c9r732mqZPn64RI0YoKChIEydO1JNPPtmUrwUAAM5wTQpGP/7xj3XTTTfpxRdf1MCBAyVJK1eu1M0336xLLrmkwdsZNmyYDMM45esWi0UPPPCAHnjggVOuExcXp/nz5ze8eAAAgFNo0hyjJ598Up07d1ZWVpYcDoccDofOP/98denSRX/72998XSMAAECLaNIeo5iYGL333nvKycnxnq7fs2dPdenSxafFAQAAtKRGBSOPx6O//OUv+u9//6uamhqNGDFC9913n0JDQ5urPgAAgBbTqENpDz30kO666y5FRESoXbt2+tvf/qZp06Y1V20AAAAtqlHB6JVXXtEzzzyjjz76SO+++67ef/99vfbaa/J4PM1VHwAAQItpVDDau3evxo8f710eOXKkLBaLDh486PPCAAAAWlqjglFtbW29awhJdfcpcblcPi0KAADAHxo1+dowDE2ePLneDVirq6t18803Kzw83Dv29ttv+65CAACAFtKoYDRp0qQTxn7605/6rBgAAAB/alQwmjt3bnPVAQAA4HdNuvI1AABAW0QwAgAAMBGMAAAATAQjAAAAE8EIAADARDACAAAwEYwAAABMBCMAAAATwQgAAMBEMAIAADARjAAAAEwEIwAAABPBCAAAwEQwAgAAMBGMAAAATAQjAAAAE8EIAADARDACAAAwEYwAAABMBCMAAAATwQgAAMBEMAIAADARjAAAAEwEIwAAABPBCAAAwEQwAgAAMBGMAAAATAQjAAAAE8EIAADARDACAAAwEYwAAABMBCMAAAATwQgAAMBEMAIAADARjAAAAEwEIwAAABPBCAAAwEQwAgAAMBGMAAAATAQjAAAAE8EIAADARDACAAAwEYwAAABMBCMAAAATwQgAAMBEMAIAADARjAAAAEwBHYzuv/9+WSyWeo8ePXp4X6+urta0adMUHx+viIgITZw4Ufn5+X6sGAAAtGYBHYwk6ayzzlJubq738dlnn3lfu+222/T+++/r3//+t5YuXaqDBw/q8ssv92O1AACgNQv2dwE/JDg4WCkpKSeMl5SU6MUXX9T8+fN10UUXSZLmzp2rnj176ssvv9R5553X0qUCAIBWLuCD0fbt25WWliaHw6GsrCzNnj1bGRkZWr16tVwul0aOHOldt0ePHsrIyNCKFSu+Nxg5nU45nU7vcmlpqSTJ5XLJ5XI135fBDzr686cP/kcvAge9CBz0IrA0Rx8COhgNGjRI8+bNU/fu3ZWbm6tZs2bpggsu0MaNG5WXl6eQkBDFxMTUe09ycrLy8vK+d7uzZ8/WrFmzThhfsmSJwsLCfPkV0ETZ2dn+LgEmehE46EXgoBeBobKy0ufbDOhgNG7cOO/zc845R4MGDVJmZqbefPNNhYaGNnm7M2fO1IwZM7zLpaWlSk9P1/DhwxUfH39aNeP0uFwuZWdna9SoUbLZbP4u54xGLwIHvQgc9CKwFBYW+nybAR2MjhcTE6Nu3bopJydHo0aNUk1NjYqLi+vtNcrPzz/pnKRj2e122e32E8ZtNht/0QMEvQgc9CJw0IvAQS8CQ3P0IODPSjtWeXm5duzYodTUVPXv3182m02LFi3yvr5t2zbt3btXWVlZfqwSAAC0VgG9x+j222/XhAkTlJmZqYMHD+q+++6T1WrVtddeq+joaE2ZMkUzZsxQXFycoqKi9Jvf/EZZWVmckQYAAJokoIPR/v37de2116qwsFCJiYkaMmSIvvzySyUmJkqSHn/8cQUFBWnixIlyOp0aM2aMnnnmGT9XDQAAWquADkZvvPHG977ucDg0Z84czZkzp4UqAgAAbVmrmmMEAADQnAhGAAAAJoIRAACAiWAEAABgIhgBAACYCEYAAAAmghEAAICJYAQAAGAiGAEAAJgIRgAAACaCEQAAgIlgBAAAYCIYAQAAmAhGAAAAJoIRAACAiWAEAABgIhgBAACYCEYAAAAmghEAAICJYAQAAGAiGAEAAJgIRgAAACaCEQAAgIlgBAAAYCIYAQAAmAhGAAAAJoIRAACAiWAEAABgIhgBAACYCEYAAAAmghEAAICJYAQAAGAiGAEAAJgIRgAAACaCEQAAgIlgBAAAYCIYAQAAmAhGAAAAJoIRAACAiWAEAABgIhgBAACYCEYAAAAmghEAAICJYAQAAGAiGAEAAJgIRgAAACaCEQAAgIlgBAAAYCIYAQAAmAhGAAAAJoIRAACAiWAEAABgIhgBAACYCEYAAAAmghEAAICJYAQAAGAiGAEAAJgIRgAAAKY2E4zmzJmjDh06yOFwaNCgQfrqq6/8XRIAAGhl2kQw+te//qUZM2bovvvu05o1a9SnTx+NGTNGhw4d8ndpAACgFQn2dwG+8Ne//lVTp07Vz372M0nSc889pw8//FAvvfSSfv/735+wvtPplNPp9C6XlpZKklwul1wuV8sUjZM6+vOnD/5HLwIHvQgc9CKwNEcfLIZhGD7faguqqalRWFiY/vOf/+iyyy7zjk+aNEnFxcV67733TnjP/fffr1mzZp0wPn/+fIWFhTVnuQAAwEcqKyt13XXXqaSkRFFRUT7ZZqvfY3T48GG53W4lJyfXG09OTtbWrVtP+p6ZM2dqxowZ3uXS0lKlp6dr+PDhio+Pb9Z68f1cLpeys7M1atQo2Ww2f5dzRqMXgYNeBA56EVgKCwt9vs1WH4yawm63y263nzBus9n4ix4g6EXgoBeBg14EDnoRGJqjB61+8nVCQoKsVqvy8/Prjefn5yslJcVPVQEAgNao1QejkJAQ9e/fX4sWLfKOeTweLVq0SFlZWX6sDAAAtDZt4lDajBkzNGnSJA0YMEADBw7UE088oYqKCu9ZagAAAA3RJoLR1VdfrYKCAt17773Ky8tT3759tXDhwhMmZAMAAHyfNhGMJGn69OmaPn26v8sAAACtWKufYwQAAOArBCMAAAATwQgAAMBEMAIAADARjAAAAEwEIwAAABPBCAAAwEQwAgAAMBGMAAAATAQjAAAAE8EIAADARDACAAAwEYwAAABMBCMAAAATwQgAAMBEMAIAADARjAAAAEzB/i4gEBiGIUkqKyuTzWbzczVnNpfLpcrKSpWWltILP6MXgYNeBA56EVjKysokffd73BcIRpIKCwslSR07dvRzJQAAoLEKCwsVHR3tk20RjCTFxcVJkvbu3euzHyyaprS0VOnp6dq3b5+ioqL8Xc4ZjV4EDnoROOhFYCkpKVFGRob397gvEIwkBQXVTbWKjo7mL3qAiIqKohcBgl4EDnoROOhFYDn6e9wn2/LZlgAAAFo5ghEAAICJYCTJbrfrvvvuk91u93cpZzx6ETjoReCgF4GDXgSW5uiHxfDlOW4AAACtGHuMAAAATAQjAAAAE8EIAADARDACAAAwnTHBaM6cOerQoYMcDocGDRqkr7766nvX//e//60ePXrI4XCod+/eWrBgQQtV2vY1phebNm3SxIkT1aFDB1ksFj3xxBMtV+gZoDG9eP7553XBBRcoNjZWsbGxGjly5A/+d4SGa0wv3n77bQ0YMEAxMTEKDw9X37599eqrr7ZgtW1bY39fHPXGG2/IYrHosssua94CzzCN6ce8efNksVjqPRwOR+M+0DgDvPHGG0ZISIjx0ksvGZs2bTKmTp1qxMTEGPn5+Sdd//PPPzesVqvxyCOPGJs3bzbuuecew2azGRs2bGjhytuexvbiq6++Mm6//Xbj9ddfN1JSUozHH3+8ZQtuwxrbi+uuu86YM2eO8c033xhbtmwxJk+ebERHRxv79+9v4crbnsb2YsmSJcbbb79tbN682cjJyTGeeOIJw2q1GgsXLmzhytuexvbiqF27dhnt2rUzLrjgAuPSSy9tmWLPAI3tx9y5c42oqCgjNzfX+8jLy2vUZ54RwWjgwIHGtGnTvMtut9tIS0szZs+efdL1r7rqKuPiiy+uNzZo0CDjl7/8ZbPWeSZobC+OlZmZSTDyodPphWEYRm1trREZGWm8/PLLzVXiGeN0e2EYhtGvXz/jnnvuaY7yzihN6UVtba0xePBg44UXXjAmTZpEMPKhxvZj7ty5RnR09Gl9Zps/lFZTU6PVq1dr5MiR3rGgoCCNHDlSK1asOOl7VqxYUW99SRozZswp10fDNKUXaB6+6EVlZaVcLpdPb954JjrdXhiGoUWLFmnbtm268MILm7PUNq+pvXjggQeUlJSkKVOmtESZZ4ym9qO8vFyZmZlKT0/XpZdeqk2bNjXqc9t8MDp8+LDcbreSk5PrjScnJysvL++k78nLy2vU+miYpvQCzcMXvbjzzjuVlpZ2wv9EoHGa2ouSkhJFREQoJCREF198sZ566imNGjWquctt05rSi88++0wvvviinn/++ZYo8YzSlH50795dL730kt577z3985//lMfj0eDBg7V///4Gf27waVUN4Iz08MMP64033tCnn37a+ImN8InIyEitXbtW5eXlWrRokWbMmKFOnTpp2LBh/i7tjFFWVqYbbrhBzz//vBISEvxdDiRlZWUpKyvLuzx48GD17NlTf//73/Xggw82aBttPhglJCTIarUqPz+/3nh+fr5SUlJO+p6UlJRGrY+GaUov0DxOpxePPvqoHn74YX3yySc655xzmrPMM0JTexEUFKQuXbpIkvr27astW7Zo9uzZBKPT0Nhe7NixQ7t379aECRO8Yx6PR5IUHBysbdu2qXPnzs1bdBvmi98ZNptN/fr1U05OToM/t80fSgsJCVH//v21aNEi75jH49GiRYvqpcpjZWVl1VtfkrKzs0+5PhqmKb1A82hqLx555BE9+OCDWrhwoQYMGNASpbZ5vvrvwuPxyOl0NkeJZ4zG9qJHjx7asGGD1q5d631ccsklGj58uNauXav09PSWLL/N8cV/G263Wxs2bFBqamrDP/i0pm63Em+88YZht9uNefPmGZs3bzZuuukmIyYmxnsK3w033GD8/ve/967/+eefG8HBwcajjz5qbNmyxbjvvvs4Xd9HGtsLp9NpfPPNN8Y333xjpKamGrfffrvxzTffGNu3b/fXV2gzGtuLhx9+2AgJCTH+85//1DsVtqyszF9foc1obC/+9Kc/GR9//LGxY8cOY/Pmzcajjz5qBAcHG88//7y/vkKb0dheHI+z0nyrsf2YNWuW8dFHHxk7duwwVq9ebVxzzTWGw+EwNm3a1ODPPCOCkWEYxlNPPWVkZGQYISEhxsCBA40vv/zS+9rQoUONSZMm1Vv/zTffNLp162aEhIQYZ511lvHhhx+2cMVtV2N6sWvXLkPSCY+hQ4e2fOFtUGN6kZmZedJe3HfffS1feBvUmF7cfffdRpcuXQyHw2HExsYaWVlZxhtvvOGHqtumxv6+OBbByPca049bb73Vu25ycrIxfvx4Y82aNY36PIthGEbD9y8BAAC0XW1+jhEAAEBDEYwAAABMBCMAAAATwQgAAMBEMAIAADARjAAAAEwEIwAAABPBCAAAwEQwAgAAMBGMADSLyZMny2KxnPBozF2uAaClBfu7AABt19ixYzV37tx6Y4mJifWWa2pqFBIS0pJlAcApsccIQLOx2+1KSUmp9xgxYoSmT5+uW2+9VQkJCRozZowkaePGjRo3bpwiIiKUnJysG264QYcPH/Zuq6KiQjfeeKMiIiKUmpqqxx57TMOGDdOtt97qXcdisejdd9+tV0NMTIzmzZvnXd63b5+uuuoqxcTEKC4uTpdeeql2797tfX3y5Mm67LLL9Oijjyo1NVXx8fGaNm2aXC6Xdx2n06k777xT6enpstvt6tKli1588UUZhqEuXbro0UcfrVfD2rVr2VsGtBIEIwAt7uWXX1ZISIg+//xzPffccyouLtZFF12kfv366euvv9bChQuVn5+vq666yvueO+64Q0uXLtV7772njz/+WJ9++qnWrFnTqM91uVwaM2aMIiMjtXz5cn3++eeKiIjQ2LFjVVNT411vyZIl2rFjh5YsWaKXX35Z8+bNqxeubrzxRr3++ut68skntWXLFv39739XRESELBaLfv7zn5+wl2zu3Lm68MIL1aVLl6b9wAC0HAMAmsGkSZMMq9VqhIeHex9XXHGFMXToUKNfv3711n3wwQeN0aNH1xvbt2+fIcnYtm2bUVZWZoSEhBhvvvmm9/XCwkIjNDTU+L//+z/vmCTjnXfeqbed6OhoY+7cuYZhGMarr75qdO/e3fB4PN7XnU6nERoaanz00UfeujMzM43a2lrvOldeeaVx9dVXG4ZhGNu2bTMkGdnZ2Sf93gcOHDCsVquxcuVKwzAMo6amxkhISDDmzZvXgJ8aAH9jjhGAZjN8+HA9++yz3uXw8HBde+216t+/f7311q1bpyVLligiIuKEbezYsUNVVVWqqanRoEGDvONxcXHq3r17o+pZt26dcnJyFBkZWW+8urpaO3bs8C6fddZZslqt3uXU1FRt2LBBUt1hMavVqqFDh570M9LS0nTxxRfrpZde0sCBA/X+++/L6XTqyiuvbFStAPyDYASg2YSHh5/08FF4eHi95fLyck2YMEF//vOfT1g3NTW1wXNzLBaLDMOoN3bs3KDy8nL1799fr7322gnvPXZSuM1mO2G7Ho9HkhQaGvqDdfziF7/QDTfcoMcff1xz587V1VdfrbCwsAZ9BwD+RTAC4Hfnnnuu3nrrLXXo0EHBwSf+s9S5c2fZbDatXLlSGRkZkqQjR47o22+/rbfnJjExUbm5ud7l7du3q7Kyst7n/Otf/1JSUpKioqKaVGvv3r3l8Xi0dOlSjRw58qTrjB8/XuHh4Xr22We1cOFCLVu2rEmfBaDlMfkagN9NmzZNRUVFuvbaa7Vq1Srt2LFDH330kX72s5/J7XYrIiJCU6ZM0R133KHFixdr48aNmjx5soKC6v8TdtFFF+npp5/WN998o6+//lo333xzvb0/119/vRISEnTppZdq+fLl2rVrlz799FPdcsst2r9/f4Nq7dChgyZNmqSf//znevfdd73bePPNN73rWK1WTZ48WTNnzlTXrl2VlZXlmx8UgGZHMALgd2lpafr888/ldrs1evRo9e7dW7feeqtiYmK84ecvf/mLLrjgAk2YMEEjR47UkCFDTpir9Nhjjyk9PV0XXHCBrrvuOt1+++31DmGFhYVp2bJlysjI0OWXX66ePXtqypQpqq6ubtQepGeffVZXXHGFfv3rX6tHjx6aOnWqKioq6q0zZcoU1dTU6Gc/+9lp/GQAtDSLcfwBeQBoJYYNG6a+ffvqiSee8HcpJ1i+fLlGjBihffv2KTk52d/lAGgg5hgBgA85nU4VFBTo/vvv15VXXkkoAloZDqUBgA+9/vrryszMVHFxsR555BF/lwOgkTiUBgAAYGKPEQAAgIlgBAAAYCIYAQAAmAhGAAAAJoIRAACAiWAEAABgIhgBAACYCEYAAACm/wfsFiNJsq72sAAAAABJRU5ErkJggg==", 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", + "image/png": 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", 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", 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", 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" ] @@ -598,7 +609,15 @@ } ], "source": [ - "Estimacion_PMUSIC = spectrum.pmusic(Resultado_Desfasaje, IP=100, NSIG=20, sampling=1/Periodo_Muestreo_Lenta)\n", + "\n", + "Tiempo_Inicio = 0\n", + "Tiempo_Fin = 1000\n", + "Periodo_Muestreo_Lenta = 0.01\n", + "\n", + "\n", + "Cantidad_Componentes = 10\n", + "Componentes_Ruido = 2\n", + "Estimacion_PMUSIC = spectrum.pmusic(Resultado_Desfasaje-np.mean(Resultado_Desfasaje), IP=Cantidad_Componentes, NSIG=Cantidad_Componentes-Componentes_Ruido, sampling=1/Periodo_Muestreo_Lenta)\n", "Fig_MMUSIC = Estimacion_PMUSIC.plot()\n", "\n", "# Obtener la figura y los ejes\n", @@ -650,9 +669,9 @@ ], "metadata": { "kernelspec": { - "display_name": "PrimerKernel", + "display_name": "Python 3", "language": "python", - "name": "primerkernel" + "name": "python3" }, "language_info": { "codemirror_mode": { @@ -664,7 +683,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.3" + "version": "3.12.6" } }, "nbformat": 4,