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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "3202ec29",
"metadata": {},
"outputs": [],
"source": [
"\n",
"\n",
"import os\n",
"import sys\n",
"import numpy as np\n",
"import matplotlib\n",
"import scipy.io\n",
"import matplotlib.pyplot as plt\n",
"from matplotlib import ticker, cm\n",
"from matplotlib.colors import LogNorm\n",
"from matplotlib.ticker import (AutoMinorLocator, MultipleLocator)\n",
"import importlib\n",
"import random\n",
"from scipy import signal\n",
"from scipy.fft import fft, fftfreq, fftshift\n",
"from scipy.stats import chi2, ncx2, bernoulli, binom, ncf, norm\n",
"from scipy.signal import firwin, firwin2\n",
"from scipy import special\n",
"\n",
"\n",
"from wuRx_lib import *\n",
"\n",
"from lora_coding import *"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "438114f6",
"metadata": {},
"outputs": [],
"source": [
"def floorc (x):\n",
" return (np.floor(np.real(x)) +1j*np.floor(np.imag(x)))"
]
},
{
"cell_type": "markdown",
"id": "9c98d20d",
"metadata": {},
"source": [
"# Parameters"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "d129b2f7",
"metadata": {},
"outputs": [],
"source": [
"ovs = 16"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "e6ad63f4",
"metadata": {},
"outputs": [],
"source": [
"fs=125e3 * ovs\n",
"Ts = 1 /fs\n",
"B=125e3 \n",
"\n",
"SF= 7\n",
"NSF= 2**SF\n",
"\n",
"bypassFilter = True\n"
]
},
{
"cell_type": "markdown",
"id": "52ae8c51",
"metadata": {},
"source": [
"# Input data loading"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "636741c6",
"metadata": {},
"outputs": [],
"source": [
"#in_array_off = np.fromfile(open(\"./../stm32lora_capture_sf7_cr45.mat\"), dtype=np.complex64)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "f096fedd",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"{'__header__': b'MATLAB 5.0 MAT-file Platform: nt, Created on: Tue May 6 16:38:39 2025', '__version__': '1.0', '__globals__': [], 'data': array([[-0.00012107+0.00047305j, 0.00031051+0.0006168j ,\n",
" 0.0002676 +0.0006366j , ..., -0.01074952+0.07050373j,\n",
" -0.02063546+0.06781584j, -0.029716 +0.0642658j ]],\n",
" dtype=complex64)}\n"
]
}
],
"source": [
"signal_lora = scipy.io.loadmat(\"./../LoRa_traces/red_CFOstm32lora_capture_sf7_cr45.mat\")\n",
"print(signal_lora)\n",
"in_array_off = np.array(signal_lora['data'][0])"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "e95ef854",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"172011\n"
]
},
{
"data": {
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",
"text/plain": [
"<Figure size 2000x600 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"time = np.linspace(\n",
" start=0, stop=len(in_array_off) * Ts, num=len(in_array_off), endpoint=True\n",
")\n",
"\n",
"fig, ax = plt.subplots(1, 1, figsize=(20, 6))\n",
"\n",
"ax.plot(np.arange(len(in_array_off)),np.real(in_array_off))\n",
"ax.plot(np.arange(len(in_array_off)),np.imag(in_array_off))\n",
"ax.set_ylabel(\"I/Q\")\n",
"ax.set_xlabel(\"Time [s]\")\n",
"\n",
"print(len(time))\n"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "71b6a82a",
"metadata": {},
"outputs": [],
"source": [
"N=12\n",
"Q= N-1\n",
"in_sca , to_p , quantif = quantif_twoComplement(in_array_off,N,Q)\n",
"\n",
"format = \"%.\"+str(N//4)+\"x\"\n",
"\n",
"np.savetxt(\"testvec_files/lora_inputs.txt\",quantif ,fmt=format)\n",
"inputs_real_mixed = read_IQ_outputs_interleaved_2s (\"testvec_files/lora_inputs.txt\",N)\n"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "0fbd0452",
"metadata": {},
"outputs": [],
"source": [
"\n",
"downchirp = np.conjugate(LoRa_refchirp(SF=SF,fs=B,B=B))\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "a5fad2cf",
"metadata": {},
"outputs": [],
"source": [
"est_sto=0"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "1560cb13",
"metadata": {},
"outputs": [],
"source": [
"def estimate_fsto(NSF, datam1,data0,datap1, maxIdx ):\n",
" M_est = NSF - maxIdx\n",
"\n",
" twiddle = np.exp(-1j*2*np.pi*M_est/NSF)\n",
" twiddleC = np.exp( 1j*2*np.pi*M_est/NSF)\n",
" return - np.real( (twiddleC*datap1 - twiddle*datam1) / (2*data0 - twiddleC*datap1 - twiddle*datam1))\n",
" \n",
" "
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "80133163",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[0 4 8]\n",
"False\n"
]
}
],
"source": [
"Threshold = 1\n",
"n_to_match = 3\n",
"detected_index = (np.arange(n_to_match)*4)%NSF\n",
"\n",
"print(detected_index)\n",
"print(np.all(detected_index == detected_index[0]))\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "25ee5501",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
" [44 4 8] ===== 31.83 \n",
" [44 80 8] ===== 35.69 \n",
" [44 80 2] ===== 37.88 \n",
" [67 80 2] ===== 33.05 \n",
" [67 74 2] ===== 32.59 \n",
" [67 74 99] ===== 32.57 \n",
" [53 74 99] ===== 4255.63 \n",
" [53 53 99] ===== 15511.30 \n",
" [53 53 53] ===== 15484.87 \n",
"Signal detected at idx 16384, detection vector [53 53 53]\n",
"172011\n"
]
},
{
"data": {
"image/png": 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"text/plain": [
"<Figure size 2000x600 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"Nsamples = len(inputs_real_mixed)\n",
"Nconsumed_samples = 0\n",
"current_index = est_sto\n",
"index_detection = 0\n",
"pointer = 0\n",
"\n",
"while(current_index+NSF*ovs <= Nsamples):\n",
" input_samples = inputs_real_mixed[current_index:current_index+(NSF*ovs):ovs]\n",
" dechirped_samples = input_samples*downchirp\n",
" dataFFT = fft(dechirped_samples)\n",
" ## Get power spectral density\n",
" dataPSD = np.abs(dataFFT) \n",
" argMaxData = np.argmax(dataPSD)\n",
" detected_index[pointer] = argMaxData\n",
" pointer = (pointer +1)%n_to_match\n",
"\n",
" print(\" %s ===== %.2f \" %(detected_index, dataPSD[argMaxData]))\n",
" if (np.std(detected_index) < 1) and (dataPSD[argMaxData]>Threshold):\n",
" index_detection = current_index\n",
" print(\"Signal detected at idx %d, detection vector %s\"%(index_detection, detected_index))\n",
" break\n",
" current_index = current_index +NSF*ovs\n",
"\n",
"time = np.linspace(\n",
" start=0, stop=len(in_array_off) * Ts, num=len(in_array_off), endpoint=True\n",
")\n",
"\n",
"fig, ax = plt.subplots(1, 1, figsize=(20, 6))\n",
"\n",
"ax.plot(np.arange(len(in_array_off)),np.real(in_array_off))\n",
"ax.plot(np.arange(len(in_array_off)),np.imag(in_array_off))\n",
"ax.vlines(x=index_detection,ymin=-2,ymax=2)\n",
"ax.vlines(x=(index_detection-NSF*ovs)%(len(in_array_off)),ymin=-2,ymax=2)\n",
"ax.set_ylabel(\"I/Q\")\n",
"ax.set_xlabel(\"Time [s]\")\n",
"\n",
"print(len(time))\n"
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "ba0a454a",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"172011\n"
]
},
{
"data": {
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",
"text/plain": [
"<Figure size 2000x600 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"packet_data = in_array_off[index_detection: index_detection+(NSF*ovs*140)]\n",
"\n",
"\n",
"fig, ax = plt.subplots(1, 1, figsize=(20, 6))\n",
"\n",
"ax.plot(np.arange(len(packet_data)),np.real(packet_data))\n",
"ax.plot(np.arange(len(packet_data)),np.imag(packet_data))\n",
"\n",
"ax.set_ylabel(\"I/Q\")\n",
"ax.set_xlabel(\"Time [s]\")\n",
"\n",
"print(len(time))\n"
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "7983b43d",
"metadata": {},
"outputs": [],
"source": [
"use_twiddle = True\n",
"stoEstBinEval = 1\n",
"cfoEstBin = 2\n",
"Nc_fcfo = 3"
]
},
{
"cell_type": "code",
"execution_count": 16,
"id": "c5e47827",
"metadata": {},
"outputs": [],
"source": [
"def estimate_fcfo(data, maxData,NSF,Nc,cfoEstBin):\n",
" cfoEst = 0\n",
" for l in range(1,Nc+1):\n",
" #print(data[l,(maxData[l])%NSF])\n",
" for p in range(-cfoEstBin,cfoEstBin+1): \n",
" val = data[l,(maxData[l]+p)%NSF] * np.conjugate(data[l-1,(maxData[l-1]+p)%NSF])\n",
" cfoEst += val \n",
" \n",
" return np.angle(cfoEst)/(2*np.pi)\n",
"\n",
" "
]
},
{
"cell_type": "code",
"execution_count": 36,
"id": "9fc16403",
"metadata": {},
"outputs": [],
"source": [
"def estimate_fsto(NSF, datam1,data0,datap1, maxIdx, ovs ):\n",
" M_est = NSF - maxIdx\n",
"\n",
" twiddle = np.exp(-1j*2*np.pi*M_est/NSF)\n",
" twiddleC = np.exp( 1j*2*np.pi*M_est/NSF)\n",
" sto_eval = - np.real( (twiddleC*datap1 - twiddle*datam1) / (2*data0 - twiddleC*datap1 - twiddle*datam1))\n",
" polyphase = -int(np.round(sto_eval*ovs))\n",
" return sto_eval, polyphase\n",
" \n",
"\n",
"def estimate_fsto(NSF, datam1,data0,datap1, maxIdx, ovs ):\n",
" sto_eval = np.real( (np.abs(datap1) - np.abs(datam1)) / (2*np.abs(data0) - np.abs(datap1) - np.abs(datam1)))\n",
" polyphase = -int(np.round(sto_eval*ovs))\n",
" return sto_eval, polyphase\n",
"\n",
"def estimate_fsto2(NSF, vR,v,vL ):\n",
" num = vR-vL\n",
" denum = (v<<1) - vL\n",
" denum = denum - vR\n",
" this_lambda = num*(2**15)/denum\n",
" return this_lambda\n",
"\n",
"#def estimate_fsto(NSF, datam1,data0,datap1, maxIdx, ovs ):\n",
"#\n",
"# u = 64 * NSF / (np.pi**5 + 32*np.pi)\n",
"# v = u * (np.pi**2)/4\n",
"# Y_1 = np.abs(datam1)**2\n",
"# Y0 = np.abs(data0)**2\n",
"# Y1 = np.abs(datap1)**2\n",
"# wa = (Y1 - Y_1) / (u * (Y1 + Y_1) + v * Y0)\n",
"# ka = wa * NSF / np.pi\n",
"# k_residual = ((maxIdx + ka) / 2) % 1\n",
"# if k_residual > 0.5 :\n",
"# sto_frac = k_residual - 1 \n",
"# else : \n",
"# sto_frac = k_residual \n",
"# return sto_frac, int(np.round(sto_frac*ovs))\n",
"\n",
" "
]
},
{
"cell_type": "code",
"execution_count": 37,
"id": "2aef52d4",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"-19216.26868620349\n",
"19216.26868620349\n"
]
}
],
"source": [
"print(estimate_fsto2(NSF, 753,3162,2534 ))\n",
"\n",
"val , poly = estimate_fsto(NSF,753,3162,2534,0,16)\n",
"print(val*(2**15))"
]
},
{
"cell_type": "code",
"execution_count": 38,
"id": "d465e99f",
"metadata": {},
"outputs": [],
"source": [
"def estimate_L(NSF, sup, sdown ):\n",
" k = (sup + sdown) %NSF\n",
" if sdown < int(NSF//2):\n",
" Lcfo = int(np.floor(sdown/2))\n",
" else : \n",
" Lcfo = int(np.floor((sdown-NSF)/2))\n",
"\n",
" Lsto = (sup - Lcfo)%NSF\n",
" return Lcfo, Lsto\n",
" \n",
" "
]
},
{
"cell_type": "code",
"execution_count": 39,
"id": "2e613803",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Signal detected at idx 16384, detection vector [53 53 53]\n",
"2: Estimated fCFO 0.14\n",
"2: Estimated fSTO -0.13, poly : 2\n",
"3: Correct LSTO 53.00\n",
"9: Network IDs: [ 8. 16.]\n",
"11: sup 0 \t sdown 44\n",
"11: LSTO 106 w2.25: 54\n",
"11: LCFO 22 \t CFO 21484.38\n",
"12: Estimated fSTO -0.02, poly : 0\n"
]
}
],
"source": [
" \n",
"Nsamples = len(inputs_real_mixed)\n",
"Nconsumed_samples = 0\n",
"current_index = est_sto\n",
"Ntrials_eval = int(np.round(len(inputs_real_mixed) /NSF))\n",
"res_fft = np.zeros((Ntrials_eval,NSF) , dtype=np.complex_)\n",
"maxIndex_iter = np.zeros((Ntrials_eval), dtype = np.int64)\n",
"stoEval_iter = np.zeros((Ntrials_eval))\n",
"\n",
"sdown = 0\n",
"sup = 0\n",
"\n",
"network_id_est = np.zeros(2)\n",
"network_id_index= 0\n",
"downc_id_est = np.zeros(2)\n",
"downc_id_index= 0\n",
"\n",
"symbols_est = []\n",
"\n",
"Threshold = 1\n",
"n_to_match = 3\n",
"detected_index = (np.arange(n_to_match)*4)%NSF\n",
"pointer = 0\n",
"\n",
"fcfo_correction=0\n",
"Lcfo = 0\n",
"index_trials=0\n",
"stoDataBufferEval = np.zeros((2*stoEstBinEval+1), dtype=np.complex_)\n",
"\n",
"detected = False\n",
"correct_fcfo = False\n",
"correct_lsto = False\n",
"correct_fsto = False\n",
"waiting_nid = False\n",
"starting_nid = False\n",
"get_nid = False\n",
"downchirping = False \n",
"est_symbol = False\n",
"finished_upchirp = False\n",
"first_symbol = False\n",
"first_downchirp = False\n",
"\n",
"current_idx = 0\n",
"\n",
"data_in = np.copy(inputs_real_mixed)\n",
"t_cfo = np.linspace(0,stop = NSF*(1/B),num = NSF,endpoint=False) \n",
"maxVal = 0\n",
"\n",
"while(current_index+NSF*ovs <= Nsamples): \n",
" input_samples = data_in[current_index:current_index+(NSF*ovs):ovs]*np.exp(2j*np.pi*B*(fcfo_correction)*t_cfo/NSF)\n",
" if downchirping :\n",
" dechirped_samples = input_samples*np.conjugate(downchirp)\n",
" else : \n",
" dechirped_samples = input_samples*downchirp\n",
" dataFFT = fft(dechirped_samples)\n",
" res_fft[index_trials,:] = dataFFT\n",
" ## Get power spectral density\n",
" dataPSD = np.abs(dataFFT) \n",
" argMaxData = np.argmax(dataPSD)\n",
" maxIndex_iter[index_trials] = argMaxData\n",
"\n",
" detected_index[pointer] = argMaxData\n",
" if (np.std(detected_index) < 1) and (dataPSD[argMaxData]>Threshold) and (detected ==False):\n",
" index_detection = current_index\n",
" print(\"Signal detected at idx %d, detection vector %s\"%(index_detection, detected_index))\n",
" detected = True\n",
" index_trials = n_to_match-1\n",
"\n",
" if detected :\n",
" if index_trials == Nc_fcfo-1 :\n",
" correct_fcfo = True\n",
" \n",
" if est_symbol:\n",
" symbols_est.append(argMaxData)\n",
"\n",
" if not finished_upchirp: \n",
" sup = argMaxData\n",
" maxVal = dataPSD[argMaxData]\n",
" \n",
" lambda_sto_eval, polyphase = estimate_fsto(NSF,dataFFT[(argMaxData-1)%NSF],dataFFT[(argMaxData)%NSF],dataFFT[(argMaxData+1)%NSF],argMaxData,ovs)\n",
" \n",
" stoEval_iter[index_trials] = polyphase\n",
" ############################\n",
" # Frac CFO \n",
" ############################\n",
" if correct_fcfo and (current_idx != index_trials):\n",
" fcfo_eval = estimate_fcfo(res_fft, maxIndex_iter,NSF,Nc_fcfo,cfoEstBin)\n",
" print(\"%d: Estimated fCFO %.2f\" %(index_trials,fcfo_eval))\n",
" print(\"%d: Estimated fSTO %.2f, poly : %d\" %(index_trials,lambda_sto_eval, polyphase))\n",
" current_index+= polyphase\n",
" fcfo_correction = 0#-fcfo_eval\n",
" correct_lsto = True\n",
" correct_fsto = True\n",
" correct_fcfo = False\n",
" current_idx = index_trials\n",
" ############################\n",
" # Integer STO \n",
" ############################\n",
" if correct_lsto and (current_idx != index_trials):\n",
" print(\"%d: Correct LSTO %.2f\" %(index_trials,argMaxData))\n",
" current_index+= ovs*(NSF-argMaxData)\n",
" correct_lsto = False\n",
" if not est_symbol:\n",
" waiting_nid = True\n",
" current_idx = index_trials\n",
" correct_fsto = False\n",
" else:\n",
" correct_fsto = False\n",
" ############################\n",
" # Frac STO \n",
" ############################\n",
" if correct_fsto and (current_idx != index_trials):\n",
" print(\"%d: Estimated fSTO %.2f, poly : %d\" %(index_trials,lambda_sto_eval, polyphase))\n",
" current_index+= polyphase\n",
" if not est_symbol:\n",
" waiting_nid = True\n",
" current_idx = index_trials\n",
" correct_fsto = False\n",
" else:\n",
" correct_fsto = False\n",
" ############################\n",
" # Network IDs\n",
" ############################\n",
" if starting_nid and (current_idx != index_trials) :\n",
" if (dataPSD[argMaxData] > 0.5 * maxVal) and (np.abs((sup - argMaxData)) > 1 ) :\n",
" get_nid = True\n",
" if (get_nid):\n",
" network_id_est[network_id_index] = argMaxData\n",
" network_id_index+=1\n",
" if (network_id_index==2):\n",
" starting_nid= False\n",
" get_nid=False\n",
" downchirping = True\n",
" print(\"%d: Network IDs: %s\"%(index_trials,network_id_est))\n",
" current_idx = index_trials\n",
"\n",
" elif waiting_nid and (current_idx != index_trials):\n",
" starting_nid = True\n",
" waiting_nid=False\n",
" finished_upchirp = True\n",
" current_idx = index_trials\n",
"\n",
" ############################\n",
" # Downchirps\n",
" ############################\n",
" \n",
" if downchirping and (current_idx != index_trials):\n",
" downc_id_est[downc_id_index] = argMaxData\n",
" downc_id_index+=1\n",
" sdown = argMaxData\n",
" current_idx = index_trials\n",
"\n",
" if first_downchirp:\n",
" Lcfo,Lsto = estimate_L(NSF, sup, sdown )\n",
" print(\"%d: sup %d \\t sdown %d\" %(index_trials,sup,sdown))\n",
" print(\"%d: LSTO %d w2.25: %d\"%(index_trials,Lsto,(-Lsto+0.25*NSF)%NSF))\n",
" print(\"%d: LCFO %d \\t CFO %.2f\"%(index_trials,Lcfo,Lcfo*B/(NSF)))\n",
" est_symbol=True\n",
" downchirping=False\n",
" correct_fsto=True\n",
" first_symbol =True\n",
" current_index+= (int(-Lsto*ovs)+int(0.25*NSF*ovs))%(NSF*ovs)\n",
"\n",
" first_downchirp = True\n",
"\n",
" pointer = (pointer +1)%n_to_match\n",
" current_index = current_index +NSF*ovs\n",
" index_trials +=1\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": 40,
"id": "a36f32f9",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[44 80 2 53 0 0 0 0 8 16 44 44 67 71 55 35]\n",
"##################### : MaxIdx\n",
"[ 44 80 2 53 0 0 0 0 8 16 44 44 67 71 55 35 3 123\n",
" 47 95 107 89 29 96 46 63 79 36 2 99 67 45 123 102 88 92\n",
" 28 95 81 27 48 106 26 60 45 50 121 84 54 100 20 40 62 84\n",
" 121 10 106 63 54 110 101 93 106 22 95 63 4 113 93 124 108 51\n",
" 22 32 36 75]\n",
"##################### : FSTO EVAL\n",
"[ 0. 0. 2. 0. 0. 0. 0. 0. 1. 1. -7. -1. 0. 0. 0. 0. 0. 0.\n",
" 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.\n",
" 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.\n",
" 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.\n",
" 0. 0. 0. 0.]\n",
"##################### : Network IDs\n",
"[ 8. 16.]\n",
"##################### : Downchirps\n",
"[44. 44.]\n",
"##################### : Symbols received\n",
"[67, 71, 55, 35, 3, 123, 47, 95, 107, 89, 29, 96, 46, 63, 79, 36, 2, 99, 67, 45, 123, 102, 88, 92, 28, 95, 81, 27, 48, 106, 26, 60, 45, 50, 121, 84, 54, 100, 20, 40, 62, 84, 121, 10, 106, 63, 54, 110, 101, 93, 106, 22, 95, 63, 4, 113, 93, 124, 108, 51, 22, 32, 36, 75]\n",
"##################### : Symbols CFO compensated\n",
"[ 45 49 33 13 109 101 25 73 85 67 7 74 24 41 57 14 108 77\n",
" 45 23 101 80 66 70 6 73 59 5 26 84 4 38 23 28 99 62\n",
" 32 78 126 18 40 62 99 116 84 41 32 88 79 71 84 0 73 41\n",
" 110 91 71 102 86 29 0 10 14 53]\n",
"#####################\n",
"Payload len : 65 \n",
"Code rate : 4/5\n",
"Header CRC : 30 vs 30\n",
"CRC is enabled : [] vs [ 4 13 15 6]\n",
"Mais vous savez moi je ne crois pas qu\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 2000x600 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"symbols_estimated = (np.array(symbols_est) - Lcfo)%NSF\n",
"\n",
"res_fft_reshaped = np.reshape(res_fft, newshape=(Ntrials_eval,NSF))\n",
"fig, ax = plt.subplots(1,1, figsize= (20,6))\n",
"\n",
"#index_trials_display = np.arange(index_trials)\n",
"index_trials_display = np.array([0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15])\n",
"print(maxIndex_iter[index_trials_display])\n",
"for j in index_trials_display:\n",
" ax.plot(np.arange(NSF),np.abs(res_fft[j,:]), color = listColor[j%(len(listColor))], marker=\".\")\n",
" ax.set_title(\"Output vector\") \n",
" ax.set_xlabel(\"Time\")\n",
" ax.set_ylabel(\"Amplitude\")\n",
"\n",
"offset = 0\n",
"symbols_to_decode = (np.array(symbols_estimated)-offset)%NSF \n",
"print(\"##################### : MaxIdx\")\n",
"print(maxIndex_iter[:index_trials])\n",
"print(\"##################### : FSTO EVAL\")\n",
"print(stoEval_iter[:index_trials])\n",
"print(\"##################### : Network IDs\")\n",
"print(network_id_est)\n",
"print(\"##################### : Downchirps\")\n",
"print(downc_id_est)\n",
"print(\"##################### : Symbols received\")\n",
"print(symbols_est)\n",
"print(\"##################### : Symbols CFO compensated\")\n",
"print(symbols_to_decode)\n",
"print(\"#####################\")\n",
"\n",
"CR = 1\n",
"CRC_EN = 1\n",
"LDRO = 0\n",
"symbols_to_payload(symbols_to_decode,SF,LDRO)"
]
},
{
"cell_type": "code",
"execution_count": 44,
"id": "1b9c4284",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"66\n",
"[ 93 9 61 1 105 21 37 41 85 67 7 74 24 41 57 14 108 77\n",
" 45 23 101 80 66 70 6 73 59 5 26 84 4 38 23 28 99 62\n",
" 32 78 126 18 40 62 99 116 84 41 32 88 79 71 84 0 73 41\n",
" 110 91 71 102 86 29 0 10 14 53 94 26 39 35 96 99 71 93\n",
" 42 2 64 73 20 20 121 38 73 64 111 37 126 70 2 36 87 7\n",
" 115 82 34 53 70 87 121 30 45 115 67 61 3 8 126 127 64 48]\n",
"[ 45 49 33 13 109 101 25 73 85 67 7 74 24 41 57 14 108 77\n",
" 45 23 101 80 66 70 6 73 59 5 26 84 4 38 23 28 99 62\n",
" 32 78 126 18 40 62 99 116 84 41 32 88 79 71 84 0 73 41\n",
" 110 91 71 102 86 29 0 10 14 53]\n"
]
}
],
"source": [
"text = \"Mais vous savez moi je ne crois pas qu il y ait de bonne ou de mauvaise situation. Moi si je devais resumer ma vie aujourd hui avec vous, je dirais que c est d abord des rencontres, des gens qui m ont tendu la main, peut etre a un moment ou je ne pouvais pas ou j etais seul chez moi. Et c est assez curieux de se dire que les hasards les rencontres forgent une destinee. Parce que quand on a le gout de la chose, quand on a le gout de la chose bien faite le beau geste parfois on ne trouve pas l interlocuteur en face je dirais le miroir qui vous aide a avancer. Alors ce n est pas mon cas comme je le disais la puisque moi au contraire j ai pu et je dis merci a la vie je lui dis merci je chante la vie je danse la vie. Je ne suis qu amour. Et finalement quand beaucoup de gens aujourd hui me disent Mais comment fais tu pour avoir cette humanite. \"\n",
"length_text = 66\n",
"input_data = np.array([ord(character) for character in text[:length_text]], dtype=np.int8)\n",
"print(len(input_data))\n",
"\n",
"\n",
"symbols = payload_to_symbol(input_data, SF, CR, CRC_EN, LDRO)\n",
"print(symbols)\n",
"print((np.array(symbols_estimated)-offset)%NSF)"
]
},
{
"cell_type": "code",
"execution_count": 45,
"id": "b9b3cdfa",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Payload len : 65 \n",
"Code rate : 4/5\n",
"Header CRC : 30 vs 30\n",
"CRC is enabled : [] vs [ 4 13 15 6]\n",
"Mais vous savez moi je ne crois pas qu\n",
"Payload len : 66 \n",
"Code rate : 4/5\n",
"Header CRC : 17 vs 17\n",
"CRC is enabled : [ 0 2 14 7] vs [ 0 2 14 7]\n",
"Mais vous savez moi je ne crois pas qu il y ait de bonne ou de mau\n"
]
}
],
"source": [
"offset = 0\n",
"symbols_to_payload(symbols_to_decode,SF,LDRO)\n",
"\n",
"symbols_to_payload(symbols,SF,LDRO)\n"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.13"
}
},
"nbformat": 4,
"nbformat_minor": 5
}