640 lines
1.0 MiB
640 lines
1.0 MiB
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Populating the interactive namespace from numpy and matplotlib\n"
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]
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}
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],
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"source": [
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"from laika.lib.coordinates import ecef2geodetic, geodetic2ecef\n",
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"%pylab inline\n",
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"import numpy as np\n",
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"import seaborn as sns"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {},
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"outputs": [],
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"source": [
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"# this is the main component of laika, and once initialized can\n",
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"# immediately provide information about satellites and signal delays\n",
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"from laika import AstroDog\n",
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"from laika.helpers import ConstellationId\n",
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"constellations = (ConstellationId.GPS, ConstellationId.GLONASS)\n",
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"dog = AstroDog(valid_const=constellations)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Downloading https://github.com/commaai/gnss-data-alt/raw/master/MCC/PRODUCTS/18006/final/Sta19826.sp3\n",
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"Downloading https://github.com/commaai/gnss-data-alt/raw/master/MCC/PRODUCTS/18007/final/Sta19830.sp3\n",
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"Downloading https://github.com/commaai/gnss-data-alt/raw/master/MCC/PRODUCTS/18008/final/Sta19831.sp3\n",
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"Downloading https://github.com/commaai/gnss-data/raw/master/gnss/products/1982/igs19826.sp3.Z\n",
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"Downloading https://github.com/commaai/gnss-data/raw/master/gnss/products/1983/igs19830.sp3.Z\n",
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"Downloading https://github.com/commaai/gnss-data/raw/master/gnss/products/1983/igs19831.sp3.Z\n",
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"Satellite's position in ECEF (m) : \n",
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" [-19501731.53000002 -7580440.43900001 16817823.825 ] \n",
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"\n",
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"Satellite's velocity in ECEF (m/s) : \n",
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" [1993.27528306 -613.07074562 2016.32438942] \n",
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"\n",
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"Satellite's clock error (s) : \n",
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" 0.00025521380390669117 \n",
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"\n",
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"\n",
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"Downloading https://github.com/commaai/gnss-data/raw/master/gnss/products/ionex/2018/007/codg0070.18i.Z\n",
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"Downloading https://github.com/commaai/gnss-data/raw/master/gnss/products/bias/2018/CAS0MGXRAP_20180070000_01D_01D_DCB.BSX.gz\n",
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"Satellite's delay correction (m) in San Fransisco \n",
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" 3.1049571045513886\n"
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]
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}
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],
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"source": [
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"# For example if we want the position and speed of satellite 7 (a GPS sat)\n",
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"# at the start of January 7th 2018. Laika's custom GPSTime object is used throughout\n",
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"# and can be initialized from python's datetime.\n",
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"\n",
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"from datetime import datetime\n",
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"from laika.gps_time import GPSTime\n",
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"time = GPSTime.from_datetime(datetime(2018, 1, 7))\n",
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"\n",
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"# We use RINEX3 PRNs to identify satellites\n",
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"sat_prn = 'G07'\n",
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"sat_pos, sat_vel, sat_clock_err, sat_clock_drift, ephemeris = dog.get_sat_info(sat_prn, time)\n",
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"print(\"Satellite's position in ECEF (m) : \\n\", sat_pos, '\\n')\n",
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"print(\"Satellite's velocity in ECEF (m/s) : \\n\", sat_vel, '\\n')\n",
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"print(\"Satellite's clock error (s) : \\n\", sat_clock_err, '\\n\\n')\n",
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"\n",
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"# we can also get the pseudorange delay (tropo delay + iono delay + DCB correction)\n",
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"# in the San Francisco area\n",
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"receiver_position = [-2702584.60036925, -4325039.45362552, 3817393.16034817]\n",
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"delay = dog.get_delay(sat_prn, time, receiver_position)\n",
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"print(\"Satellite's delay correction (m) in San Fransisco \\n\", delay)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 4,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"image/png": 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",
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"text/plain": [
|
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"<Figure size 1008x1008 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
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"source": [
|
|
"# We can use these helpers to plot the orbits of satellites\n",
|
|
"# by plotting the satellite positions over the course\n",
|
|
"# of 12 hours, which is the approximate orbital period\n",
|
|
"# of GNSS satellites.\n",
|
|
"\n",
|
|
"from collections import defaultdict\n",
|
|
"import PIL\n",
|
|
"import matplotlib.pyplot as plt\n",
|
|
"import numpy as np\n",
|
|
"import matplotlib.patches as mpatches\n",
|
|
"from mpl_toolkits.mplot3d import Axes3D\n",
|
|
"from laika.constants import EARTH_RADIUS, EARTH_ROTATION_RATE\n",
|
|
"from laika.helpers import get_constellation\n",
|
|
"from laika.lib.orientation import rot_from_euler\n",
|
|
"\n",
|
|
"# We start by plotting the world\n",
|
|
"\n",
|
|
"# load bluemarble with PIL\n",
|
|
"bm = PIL.Image.open('bluemarble.jpg')\n",
|
|
"# it's big, so I'll rescale it, convert to array, and divide by 256 to get RGB values that matplotlib accept \n",
|
|
"bm = np.array(bm.resize([d // 5 for d in bm.size])) / 256.\n",
|
|
"lons = np.linspace(-180, 180, bm.shape[1]) * np.pi / 180\n",
|
|
"lats = np.linspace(-90, 90, bm.shape[0])[::-1] * np.pi / 180\n",
|
|
"fig = plt.figure(figsize=(14, 14))\n",
|
|
"ax = fig.add_subplot(111, projection='3d')\n",
|
|
"x = EARTH_RADIUS * np.outer(np.cos(lons), np.cos(lats)).T\n",
|
|
"y = EARTH_RADIUS * np.outer(np.sin(lons), np.cos(lats)).T\n",
|
|
"z = EARTH_RADIUS * np.outer(np.ones(np.size(lons)), np.sin(lats)).T\n",
|
|
"ax.plot_surface(x, y, z, rstride=4, cstride=4, facecolors=bm)\n",
|
|
"ax.set_xlim(-2.5e7, 2.5e7)\n",
|
|
"ax.set_ylim(-2.5e7, 2.5e7)\n",
|
|
"ax.set_zlim(-2.5e7, 2.5e7)\n",
|
|
"ax.set_box_aspect((1, 1, 1))\n",
|
|
"\n",
|
|
"# Now we get all the satellite positions\n",
|
|
"# over a 12 hour period and plot them\n",
|
|
"sat_positions = defaultdict(lambda: [])\n",
|
|
"colors = {\n",
|
|
" 'GPS': 'b',\n",
|
|
" 'GLONASS': 'r'\n",
|
|
"}\n",
|
|
"\n",
|
|
"for i in range(49):\n",
|
|
" dt = i * 15 * 60\n",
|
|
" all_sat_info = dog.get_all_sat_info(time + dt)\n",
|
|
" for sat_prn, sat_info in all_sat_info.items():\n",
|
|
" positions = sat_positions[sat_prn]\n",
|
|
" theta = EARTH_ROTATION_RATE * dt\n",
|
|
" rot_matrix = rot_from_euler((0, 0, theta))\n",
|
|
" positions.append(rot_matrix.dot(sat_info[0]))\n",
|
|
"\n",
|
|
"for sat_prn, positions in sat_positions.items():\n",
|
|
" if len(positions) < 6:\n",
|
|
" continue\n",
|
|
" ax.plot([p[0] for p in positions],\n",
|
|
" [p[1] for p in positions],\n",
|
|
" [p[2] for p in positions],\n",
|
|
" color=colors[get_constellation(sat_prn).name])\n",
|
|
"\n",
|
|
"patches = [mpatches.Patch(color='r', label='GLONASS orbits'),\n",
|
|
" mpatches.Patch(color='b', label='GPS orbits')]\n",
|
|
"plt.legend(handles=patches, fontsize=14)\n",
|
|
"plt.title('GPS and GLONASS orbits', fontsize=25)\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 5,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"import laika.raw_gnss as raw\n",
|
|
"import laika.opt as opt\n",
|
|
"import laika.helpers as helpers\n",
|
|
"\n",
|
|
"# this example data is the from the example segment\n",
|
|
"# of the comma2k19 dataset (research.comma.ai)\n",
|
|
"\n",
|
|
"# example data contains an array of raw GNSS observables\n",
|
|
"# that were recorded during a minute of highway driving of\n",
|
|
"# a car, this array format can be used to create Laika's\n",
|
|
"# GNSSMeasurent object which can be processed with astrodog\n",
|
|
"# to then be analysed or used for position estimated.\n",
|
|
"example_data = np.load('example_data/raw_gnss_ublox/value')\n",
|
|
"measurements = [raw.normal_meas_from_array(m_arr) for m_arr in example_data]\n",
|
|
"\n",
|
|
"# lets limit this to GPS satellite for the sake of simplicity\n",
|
|
"measurements = [m for m in measurements if helpers.get_constellation(m.prn).name == 'GPS']\n",
|
|
"\n",
|
|
"# we organize the measurements by epoch and by satellite for easy plotting\n",
|
|
"measurements_by_epoch = raw.group_measurements_by_epoch(measurements)\n",
|
|
"measurements_by_satellite = raw.group_measurements_by_sat(measurements)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 6,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 720x720 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"# we can plot the amount of satellites in view at each epoch\n",
|
|
"figsize(10, 10)\n",
|
|
"plot([len(epoch) for epoch in measurements_by_epoch])\n",
|
|
"title('Number of satellites in view', fontsize=25)\n",
|
|
"None"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 7,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 720x720 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"# we can plot the prr(pseudorange-rate) measured from the doppler shift\n",
|
|
"# towards every satellite, we use the RINEX 3 convention to save\n",
|
|
"# the observables, so for doppler shifts on L1 its D1C.\n",
|
|
"figsize(10, 10)\n",
|
|
"for prn in measurements_by_satellite:\n",
|
|
" plot([m.recv_time.tow for m in measurements_by_satellite[prn]],\n",
|
|
" [m.observables['D1C'] for m in measurements_by_satellite[prn]],\n",
|
|
" label=prn)\n",
|
|
"legend()\n",
|
|
"title('PRR to for every satellite (m/s)', fontsize=25)\n",
|
|
"None"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 8,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"/tmp/ipykernel_475479/1612635030.py:23: RuntimeWarning: invalid value encountered in double_scalars\n",
|
|
" predicted_vs_measured.append((cp_increment_cycles - cycle_meas_diff - .5) % 1 - .5)\n"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
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"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 720x720 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"from laika.constants import GPS_L1, SPEED_OF_LIGHT\n",
|
|
"\n",
|
|
"# Or more intrestingly we can compare the measured carrier phase \n",
|
|
"# to a prediction of the carrier phase based on the previous carrier phase\n",
|
|
"# measurement incremented by the pseudorange_rate * timedelta\n",
|
|
"# With perfect measurements we expect this always to be around 0,\n",
|
|
"# we can see that this is often the case, but not always, indicating\n",
|
|
"# bad measurements\n",
|
|
"\n",
|
|
"\n",
|
|
"figsize(10, 10)\n",
|
|
"for prn in measurements_by_satellite:\n",
|
|
" predicted_vs_measured = []\n",
|
|
" for k in range(len(measurements_by_satellite[prn]) - 1):\n",
|
|
" prev_meas = measurements_by_satellite[prn][k - 1]\n",
|
|
" current_meas = measurements_by_satellite[prn][k]\n",
|
|
" avg_prr = np.mean([prev_meas.observables['D1C'], current_meas.observables['D1C']])\n",
|
|
" time_delta = (current_meas.recv_time - prev_meas.recv_time)\n",
|
|
" cp_increment = time_delta * avg_prr\n",
|
|
"\n",
|
|
" cp_increment_cycles = cp_increment * (GPS_L1 / SPEED_OF_LIGHT)\n",
|
|
" cycle_meas_diff = current_meas.observables['L1C'] - prev_meas.observables['L1C']\n",
|
|
" predicted_vs_measured.append((cp_increment_cycles - cycle_meas_diff - .5) % 1 - .5)\n",
|
|
" plot([m.recv_time.tow for m in measurements_by_satellite[prn][1:]],\n",
|
|
" predicted_vs_measured,\n",
|
|
" label=prn)\n",
|
|
"legend()\n",
|
|
"title('Measured CP - predicted CP (L1 cycles)', fontsize=25)\n",
|
|
"None"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 9,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"Downloading https://github.com/commaai/gnss-data-alt/raw/master/MCC/PRODUCTS/18213/final/Sta20123.sp3\n",
|
|
"Downloading https://github.com/commaai/gnss-data-alt/raw/master/MCC/PRODUCTS/18214/final/Sta20124.sp3\n",
|
|
"Downloading https://github.com/commaai/gnss-data-alt/raw/master/MCC/PRODUCTS/18215/final/Sta20125.sp3\n",
|
|
"Downloading https://github.com/commaai/gnss-data/raw/master/gnss/products/2012/igs20123.sp3.Z\n",
|
|
"Downloading https://github.com/commaai/gnss-data/raw/master/gnss/products/2012/igs20124.sp3.Z\n",
|
|
"Downloading https://github.com/commaai/gnss-data/raw/master/gnss/products/2012/igs20125.sp3.Z\n",
|
|
"Downloading https://github.com/commaai/gnss-data/raw/master/gnss/products/ionex/2018/214/codg2140.18i.Z\n",
|
|
"Downloading https://github.com/commaai/gnss-data/raw/master/gnss/products/bias/2018/CAS0MGXRAP_20182140000_01D_01D_DCB.BSX.gz\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"# Now we can do some fun stuff like get some basic position\n",
|
|
"# and speed estimates with Laika's simple WLS. First we process\n",
|
|
"# and correct measurement groups with our astrodog and then solve \n",
|
|
"# the GNSS trilateration problem\n",
|
|
"\n",
|
|
"# To correct the measurements we need a receiver position estimate,\n",
|
|
"# this can be off by ~1000m, in this case we can get it by solving\n",
|
|
"# for the uncorrected measurements first.\n",
|
|
"\n",
|
|
"pos_solutions, vel_solutions = [], []\n",
|
|
"corrected_measurements_by_epoch = []\n",
|
|
"for meas_epoch in measurements_by_epoch[::10]:\n",
|
|
" processed = raw.process_measurements(meas_epoch, dog)\n",
|
|
" est_pos = opt.calc_pos_fix(processed)[0][:3]\n",
|
|
" corrected = raw.correct_measurements(meas_epoch, est_pos, dog)\n",
|
|
" corrected_measurements_by_epoch.append(corrected)\n",
|
|
" pos_solutions.append(opt.calc_pos_fix(corrected))\n",
|
|
" # you need an estimate position to calculate a velocity fix\n",
|
|
" vel_solutions.append(opt.calc_vel_fix(corrected, pos_solutions[-1][0]))"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 10,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 720x720 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
},
|
|
{
|
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"data": {
|
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"image/png": 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6Xdbu+Gxsa29a0f8bx897rpgf/3dF/0mSqvrcqvpvNdykc1VVfWayDp8zdrZqHT5/Rdj90Ph5j7nmDxw/b8hGONrHGE7fsqhdNoLxbZJcsGL5/snY3Z0yVOOYme2PXjlW3H9YVU33g+v0t4sajj/uZweh+fm1HVtZ56bb14Gub7N5+cIabop7dFXddcul3WXj9jc7wG5lem6TjfVx3sJlNVq2bq9jfuzk+Dlbxm9bsc+9Msl5c90fCmZl/fPW2k2LOhhPAFw61/28nSzfdRyjk6GKWjJcldiKv1vSfPqM+Ldt0s2/22Qcs7IctbKr0baDaGutWmuVjTomp2VI+k/JcJl23nRGH5V9g+z836w8N+/YW2uvzsZlslOS/H6Sy2q4g/FlVTU9e7oV9xo/Nwual2zSfkeq6jZV9eokf5ghcB6foX7ZlRkW8kczhKdkOAhuSWvtrzJcVro+yaMzVC+4tIa7rn+9qh6+g+Jud17da2VXB2azMsza31yG1tpFSb4rQ4Xsh2T4BXxRVX1s/BFw8nhWZ2q6vq5aV6dnQXcriNwjG8/2XTW9y9bN6fzfav/Lltl+Z3Omarhr9t0Z6kQ+MENd72vG/j6aYX1OVq/Dn1zRbnblZP5Zx7Md2xWtteuz3LLpny3fw7J62U4P1tPl+8MZ6lHeOcNbTM5NcnVVnVdVP1XD8/zWZSvz60Debrdqndlv+8qBr28vSvK/M5T5GRnO7F5Vw1MYXlRVX7B5kXfVPTKsF8mBbz87WVa7Pj92ePzcS/v93bZb07bt5bumY3Qy1N9MhjPUW7Gs7Dduo5vNnkE/u7Ky8sknMzt+fFMbfLi19mvZqN/581X1NXOdTi9rHT0Lspv8nTU3rmcn+cIkP5Zx40zy+RmqAZxXO3tv+aJLegfD0zNcwv5MhkvKJ2Soi3GP1trRbXhhwO+O3c6HpJVaay/KEGy/P0NVh49lOCP11Axn915TO3sN61bn1Trn6Y6G3Vr7rWxU9P+dDHcLHpXhR8Drkrxl7qzDbH29dovrarXWzt3pRK0q+kHqf1l3n1nWQ1XdM0Pd3dtlOFN2UoYK/3drrX3WuA5/y9aLui2zbWKz6Vu27cyW73u3sXwvnvXcWruqtfY1GW7E+YUMZ45vzFCd6HlJ3ldV66yisldte31rrd3QWvu2DNUtnp9hXfq3JF+a5IeSvLuqfnCXy7lVq6anLfn/wEa4pvlxAMfPvbDfX5cu07amY/TsMvtmZykPptnZ4EVVAPazK88RHQ/Ev5Fh5//SuTpV03pDO66/1Fq7sLX2c621x2a4VPaQDAsySb6vqh6/xUHNzvRsdtl72ZmN6a+GVWl/Wd2hWR2Vl7fWfnKcrvlLBDuuQ9Ja+1Br7SWttW9qrX1WhktNs7owT0zyn7cxuNm8uvcm3c3m5VbrqOzEVpfXonpZH2+t/Vpr7ZTW2n0y7IRfmGEn89XZt/7rbH29Q23xmZ1zbl4/asXzSZf0O3s8SrJ6epetm9NpX7XMpsPeyTJ7bIa7269M8g2ttbcsqFu42/WgZmbTeOR4KXWZZZe8Zsv3c2ub70Oeaq39VWvtR1prX5XhqSAnJ/mnDDf4vWKX6w0fLKvO5i7avnZlfWut/cO4L3xEhnn5yCR/keFHw4vGer0Hw3T7WzU903a7vs9bx/zY5vFznfv92f5xJ8fO3dD9mLbLx+hkd6rl7LZZWbY0/3bzgfbPz7ARf3GGRxrMvCvDTUjJ6psjtqy1dlNr7W8yLLTZTQnLKhXPu7leSy15MGtVnZDlQeDKyf8LV+bxEsrdl/Q/6+cdS/q9c4ZH4uyK1to/tdaekY06f1udT8nGvDp22WWh8UfH7JLCsnolu2HV8vr8bCyv8xZ1M9Vae39r7Uez8fDf6Tz562z8Ct7J+rrp+pEly3e81PyP49dVl2nmrzrMfCAbdXNWPfj6kePnFa21D6zobpnZdF3Qlr+29ZFLmh+ovx8/j0jyHxZ1MFa3+P+X9D/bDm6b4UrOAWutfbq19vps3OR2+2zvRsO9YtU6N2s33b52fX1rrd3YWntzhmemXpfh5MZ21qXZtrutq0njuKfb31am56ZsrI9rsQvzY9EwNzt+To+RC0NhDS84uLku6TZGP9s/rgqCq45/s5M2216+o9m0PbyqFuafGl4OMfvhtc5jWpIDPkYnQxWpJFn6ooUOZnXB97vhdpFdC6KttfdnuPSZJP91dnp5rEg/e/fpd1bVyh10DXctT7/fbsU4P5ONu0WXXkqc89oMv8rukKF+2yLPWzHOTyV5//h12RspfnzF+D8xfi77VftfMzwiZFtWzafR7IzVVudTMlTKn51aP31JN8/Mxtmn317SzW5Ytbx+Yvz8eDZuJNjRPGnDna6zO7afs1m9rPn1NcOjhWbDXfTGr9sk+dEVg5xtQ99SVV+4oP97ZahmsJ/WWpv0/8yq2u+s5Fg5/pnj150ur9k6/AWLzvpW1ZdneCD+OrwzyYXj/89dUMc3GZ7Xt+wGsvOy8SPwZ2ryJpFFpsu3hreirNpnTs8Kb2c72yt+aMnyfHiSh45fZ+vXAa9vm2yf12VjHm5nXs5Oetx9G/1MnT1+PrGqvnS+5Xii4IfHr+e01j4x381OrWN+7PD4OTtG3j5DncZFfixD1Zwbxu636h/Gz69bdEVirNr3kBX979byPSbD/QOLzJ7CcnlW37S2LWs6RifD2fJkeILLZuNYu/GGxNl+ddlNo/tqW3tO1enJlp6N+KXZeDvBaZPm98hw8GgZbmj4gSRHTdrfLUPl3VdmuJN2Osx3JvnvGeqh3WnS/HOy78PMv3auv3Oz5Hlj2ai8/ZkMoeAuY/OjsvH8w6tW9P+CbDxD7b9k44G2985wiv3T2Xg47FOX9HtDhldgzR5of3SSXxrbXT5+nrVg3AunK0Pdn1ckeUzGhw9P5v1PTJbLwmenrVim0wfan5Hks8bmd8xwc9rsTRcH44H288vryMmybEmePdfv/8xQ+f8JmTzTL8ONJqdl46HmPzvX3+dOlsHHMjx+7G6T9kdmOPv1e1nwjNJsPNf06gx1UWfL+AszhNzpc0BPmuv3rtl468UHMpyZmT00/UEZzthcOen/uLn+j520f1eS/zBp99BsPKtwswfaHzc/XZPuTsjGG1Zem40Hyt92nN6PTebffvuMrHhO4KSbk1b0/+RJOV+V8YUEGQ6cT89Qr26zB9rP3mZyUYYzQ3ectD8mQ5h9Y4ZHnUznz/szbE8PyL7PO/6ybLyt5ZpMXp6wxfV82fqw1WVycRbsb7Yw3pMmw78qw7Oev3Bsd/g4b2bPEn575p4DfYDr20eS/FyGFwPcbtL88zNst7N99BdvdVozPPC/Zahnf8cl07x0nmbfB9p/MMP+dPZA+3+f4axVy7DvuP9Wl+NcN+dm8T58R/Njk+X7zuzs+Dl9oP1PZeOB9nfPxjGsZfsPtP+CbOw7Xp/xubcZTjR8Z4YfuVes6P+nx3bvm1+ftrGOTB9o/6zs+0D7/zmZtlUPtD99xbgXTn/Wd4y+azae+/rgFd2tXDezhX1NtvCc7Gy8cGTrb1Dc4oSevtnIJ92+Lhsb8XRjOj77vmqsZdiBzb8a631LVqjZRnFl9n19XMvwzKstrzAZDlhvnPQ//5q+pa/4HPu/c4bH98z6n70itGUIZqcs2xAybMjvWdDvbNxnZPJay61OV/Z90G4b5+v8vH1N5t7mscXlP/+Kz49n31d+/VmWvMpr0s3ClX8L4755XmTjlXOLXqv4yvlpy74Pw28Z7gS8cq7ZX2ayg570+4BsPLh6Ot2fnOv/jQv6PTYbDzWerROzZXF1hlciLp0vGS55Tcv5qcl4Z+F26Q5jHP5Vk26uyb7bzJVJvnonO6JJty/MvvPhqmz8KLkok7C4Yn9y7orhn7Ss/7H9Ly1YNrPxvznD25pakj9Z0v+jMgnL4zp1efZ//et8EG1z/VyRfV+Rd12SJ+5gPV+4Pmx1mWR3gujJk3l4VfZ99eC/JDl+yTB2ur5N5+XsFZLXzi3XZ29nWrPx9prZdnfJ2P1fbXWeZjihcsmkm2uz777008uW8bLlONfNuVm8D9/R/Nhk+V481/+V2drx87YZznbPl+eAXvE5tn/+3Pivysbx5PezEXT36z/Dj+BrJ2X6yDiNF2fyModN1pG7Zd/j5Q3Z/3iy2Ss+T1/UftX0Z73H6NeN/f/Mdvcx29nXZGtBdPZCoF/aavl3s47ozM+Mn8dm45JM2lA36MQMj3n6owzPDb1ThhX+AxlWwKdl/9PypyT5yQwHlw+M3R+RYcf4O0ke0Vr7ge0UsLX26Qy/Sr4vQzi+PkOdk79M8q2ttedu0v81GeqAvXgs043ZuETxkNba2Sv6vSpD3baXZNhYPjP2f26GN2osvOy6Bd+T4TLKORl+LVaGX5kfyvDL8wmttW9pS56dtso4f78mw/R9NEMQ/2SGM0BPS/KoNjzoed2elKEi9zsynK35VIZX7j2ltfadC6btBUm+N8O69d4M8/nOGc7YvXEs+0ltqG6xj9baOzI8A/dZGS7PXJ7hbMltMszfV2dYN795Qb+XZKjn9PJsPCbkmgxn7x7YWlt5uaK1dl42KrBfOk7rJzKE7Qdm+XPgZv2/JcNrK38xw4+e2SsG35PhTMcXt9b+ctUwNjNuI08Zy3Jthm3ywgwB8AHZeJbeWrTWvj/DvD83w7p4uwzT95wkX5eNx0ZdtaT/N2Y40/SjGc6ifSLDj8SbMpzF+19JHp99H0l36djslzK8/nT27OMbx35eluFtPL+bQ1Br7Q8y7JtemyFsVYb92y8m+fK2pH7nAaxvX5vhDOBfZjhxcYex+YVJfj3JV7TWXrLNafjNDK+t/KsMZ8Y/O0M1jS0/k7kND7L/kgyB4p0Zlu/tMpwNPyPDaw/XsYx3fX5kh8fP1tr1bbiD/wkZzuRdkWH/d8X4/Ztba09urd2wzfKktfa8DMvobzLsww/LMJ9Py7BNL7003YZnRj88wzHtsgw3Xt13/NvskUKzYXwiw5Wmp2dj/zF7o+FrM7wx6Tnbna4tWNsxOsPrt5PkyUuqKx0UY3WLk8evZ265vzHBwp5UVWdluGTzytbaU/uWhkNFVf3fDKHqea21F/Quz15VVSdl+EGZNjwfGjjEjHXX/znJ5yV5WGvtLzbpZV3leEqGEyZ/3obH3G3JOs6IAnRTVQ/Lxh31f7KqW4BD3XgWdfZq0pVXdNdlDMOzG/lW3bC9H0EUOOSMb4V5alUdPbsUVVV3r6pnZuOpB3/WWlv741cA9oCzM1SVekxV7dojILfhWzJUaXlNa+2t2+lxS3UqAPaYh2Z4YkWSXFdV/5ahjufs8vK7M9RhBbjFa6218Yf4N2bfVxQfLEdkeMLCr2+3R0EUOBQ9L8MD6R+U4d3wd8twR/D5GR6rdWZb/rB9gFuc1to7M9z41WPcv7nTfm81NysdeeSR7bjjjutdDACATb397W+/vLW28qUbtwS3mjOixx13XM47b9O3PwIAdFdV/9K7DAeDm5UAAOhCEAUAoAtBFACALgRRAAC6EEQBAOhCEAUAoAtBFACALgRRAAC6EEQBAOhCEAUAoAtBFACALgRRAAC6EEQBAOhCEAUAoAtBFACALgRRAAC6EEQBAOhCEAUAoAtBFACALgRRAAC6EEQBAOhCEAUAoAtBFACALgRRAAC6OLx3AQAOZaec+daDOr6zT33IQR0fwDo5IwoAQBeCKAAAXQiiAAB0IYgCANCFIAoAQBeCKAAAXQiiAAB0IYgCANCFIAoAQBeCKAAAXQiiAAB0IYgCANCFIAoAQBeCKAAAXQiiAAB0IYgCANCFIAoAQBeCKAAAXQiiAAB0IYgCANCFIAoAQBeCKAAAXQiiAAB0IYgCANCFIAoAQBeCKAAAXQiiAAB0IYgCANCFIAoAQBeCKAAAXQiiAAB0IYgCANCFIAoAQBeCKAAAXQiiAAB0IYgCANCFIAoAQBeCKAAAXRzeuwAAu+mUM9/auwgAbJEzogAAdCGIAgDQxZ4MolX16Kq6oKourKrnLmh/UlV9oqreOf49r0c5AQDYuT1XR7SqDkvysiSPSnJJkrdV1etba++e6/QvW2uPO+gFBABgV+zFM6IPSnJha+2i1tr1Sc5OcnLnMgEAsMv2YhA9JskHJ98vGZvNe0hV/UNV/XFVfcmiAVXVqVV1XlWdd9lll62jrAAA7NBeDKK1oFmb+/73Se7bWrt/kv+R5HWLBtRaO7O1dmJr7cSjjjpqd0sJAMAB2YtB9JIk9558PzbJh6YdtNaubq1dM/5/TpIjqurIg1dEAAAO1F4Mom9LckJVHV9Vt01ySpLXTzuoqqOrqsb/H5RhOq446CUFAGDH9txd8621G6vqWUnekOSwJK9orZ1fVaeN7c9I8sQk/7mqbkxybZJTWmvzl+8BANjD9lwQTW6+3H7OXLMzJv+/NMlLD3a5AADYPXvx0jwAALcCgigAAF0IogAAdCGIAgDQhSAKAEAXgigAAF0IogAAdCGIAgDQhSAKAEAXgigAAF0IogAAdCGIAgDQhSAKAEAXgigAAF0IogAAdCGIAgDQhSAKAEAXgigAAF0IogAAdCGIAgDQhSAKAEAXgigAAF0IogAAdCGIAgDQhSAKAEAXgigAAF0IogAAdCGIAgDQhSAKAEAXgigAAF0IogAAdCGIAgDQhSAKAEAXgigAAF0IogAAdCGIAgDQhSAKAEAXgigAAF0IogAAdCGIAgDQhSAKAEAXgigAAF0IogAAdCGIAgDQhSAKAEAXgigAAF0IogAAdCGIAgDQhSAKAEAXgigAAF0IogAAdCGIAgDQhSAKAEAXgigAAF0IogAAdCGIAgDQhSAKAEAXgigAAF0IogAAdCGIAgDQhSAKAEAXgigAAF0IogAAdCGIAgDQhSAKAEAXgigAAF0IogAAdCGIAgDQhSAKAEAXgigAAF0IogAAdCGIAgDQhSAKAEAXgigAAF0IogAAdCGIAgDQhSAKAEAXgigAAF0IogAAdCGIAgDQhSAKAEAXgigAAF0IogAAdCGIAgDQhSAKAEAXgigAAF3sySBaVY+uqguq6sKqeu6K7r6iqj5TVU88mOUDAODA7bkgWlWHJXlZksckuV+SJ1XV/ZZ09/NJ3nBwSwgAwG7Yc0E0yYOSXNhau6i1dn2Ss5OcvKC770ny2iQfO5iFAwBgd+zFIHpMkg9Ovl8yNrtZVR2T5JuSnLFqQFV1alWdV1XnXXbZZbteUAAAdm4vBtFa0KzNfX9Jkh9prX1m1YBaa2e21k5srZ141FFH7Vb5AADYBYf3LsAClyS59+T7sUk+NNfNiUnOrqokOTLJY6vqxtba6w5KCQEAOGB7MYi+LckJVXV8kkuTnJLkydMOWmvHz/6vqrOS/JEQCgBwaNlzQbS1dmNVPSvD3fCHJXlFa+38qjptbL+yXigAAIeGPRdEk6S1dk6Sc+aaLQygrbWnHowyAQCwu/bizUoAANwKCKIAAHQhiAIA0IUgCgBAF4IoAABdCKIAAHQhiAIA0IUgCgBAF4IoAABdCKIAAHQhiAIA0IUgCgBAF4IoAABdCKIAAHQhiAIA0IUgCgBAF4IoAABdCKIAAHQhiAIA0IUgCgBAF4IoAABdCKIAAHQhiAIA0IUgCgBAF4IoAABdCKIAAHQhiAIA0IUgCgBAF4IoAABdCKIAAHQhiAIA0IUgCgBAF4IoAABdCKIAAHQhiAIA0IUgCgBAF4IoAABdCKIAAHQhiAIA0IUgCgBAF4IoAABdCKIAAHQhiAIA0IUgCgBAF4IoAABdCKIAAHQhiAIA0IUgCgBAF4IoAABdCKIAAHQhiAIA0IUgCgBAF4IoAABdCKIAAHQhiAIA0IUgCgBAF4IoAABdCKIAAHQhiAIA0IUgCgBAF4IoAABdCKIAAHQhiAIA0IUgCgBAF4IoAABdCKIAAHQhiAIA0IUgCgBAF4IoAABdCKIAAHQhiAIA0IUgCgBAF4IoAABdCKIAAHQhiAIA0IUgCgBAF4IoAABdCKIAAHQhiAIA0IUgCgBAF4IoAABdCKIAAHQhiAIA0IUgCgBAF2sNolX12qr6+qoSeAEA2Me6A+KvJnlykvdV1Qur6ou20lNVPbqqLqiqC6vquQvan1xV/1hV76yq86rqq3a74AAArNdag2hr7U2ttW9P8sAkFyd5Y1X9dVX9p6o6YlE/VXVYkpcleUyS+yV5UlXdb66zNye5f2vty5M8LcnL1zQJAACsydovmVfVPZM8Ncl3JXlHkl/OEEzfuKSXByW5sLV2UWvt+iRnJzl52kFr7ZrWWhu/3ilJCwAAh5TD1znwqvq9JF+U5DeSfENr7cNjq9+pqvOW9HZMkg9Ovl+S5MELhv1NSX4uyb2SfP2S8Z+a5NQkuc997rOTSQAAYE3WfUb05a21+7XWfm4WQqvqdknSWjtxST+1oNl+Zzxba7/fWvuiJN+Y5AWLBtRaO7O1dmJr7cSjjjpqRxMAAMB6rDuI/vSCZm/dpJ9Lktx78v3YJB9a1nFr7S+SfF5VHbn94gEA0MtaLs1X1dEZLrHfoaoekI2znHdNcsdNen9bkhOq6vgklyY5JcOd99Phf36S97fWWlU9MMltk1yxi5MAAMCarauO6NdluEHp2CQvnjT/ZJIfW9Vja+3GqnpWkjckOSzJK1pr51fVaWP7M5I8IclTquqGJNcm+bbJzUsAABwC1hJEW2uvTPLKqnpCa+21O+j/nCTnzDU7Y/L/zyf5+QMuKAAA3azr0vx3tNZ+M8lxVfUD8+1bay9e0BsAALci67o0f6fx885rGj4AAIe4dV2a/7Xx86fWMXwAAA59a318U1X9QlXdtaqOqKo3V9XlVfUd6xwnAACHhnU/R/RrW2tXJ3lchueDfkGS56x5nAAAHALWHUSPGD8fm+S3W2sfX/P4AAA4RKz1XfNJ/rCq3pvhWZ//paqOSvLpNY8TAIBDwFrPiLbWnpvkIUlObK3dkORTSU5e5zgBADg0rPuMaJJ8cYbniU7H9aqDMF4AAPawtQbRqvqNJJ+X5J1JPjM2bhFEAQBu9dZ9RvTEJPfzHngAAOat+675dyU5es3jAADgELTuM6JHJnl3Vf1dkutmDVtrj1/zeAEA2OPWHURPX/PwAQA4RK01iLbW3lJV901yQmvtTVV1xySHrXOcAAAcGtZ91/wzkpya5B4Z7p4/JskZSR6xzvEC3FKdcuZbD+r4zj71IQd1fMCty7pvVvruJA9NcnWStNbel+Reax4nAACHgHUH0etaa9fPvowPtfcoJwAA1h5E31JVP5bkDlX1qCSvSfKHax4nAACHgHUH0ecmuSzJPyV5ZpJzkvzEmscJAMAhYN13zd9UVa9L8rrW2mXrHBcAAIeWtZwRrcHpVXV5kvcmuaCqLquq561jfAAAHHrWdWn+2Rnulv+K1to9W2v3SPLgJA+tqu9f0zgBADiErCuIPiXJk1prH5g1aK1dlOQ7xnYAANzKrSuIHtFau3y+4VhP9Ig1jRMAgEPIuoLo9TtsBwDArcS67pq/f1VdvaB5Jbn9msYJ7EEH+5WUABw61hJEW2uHrWO4AADccqz7gfYAALCQIAoAQBeCKAAAXQiiAAB0IYgCANCFIAoAQBeCKAAAXQiiAAB0IYgCANCFIAoAQBeCKAAAXQiiAAB0IYgCANCFIAoAQBeCKAAAXQiiAAB0IYgCANCFIAoAQBeCKAAAXQiiAAB0IYgCANCFIAoAQBeCKAAAXQiiAAB0IYgCANCFIAoAQBeCKAAAXQiiAAB0IYgCANCFIAoAQBeCKAAAXQiiAAB0IYgCANCFIAoAQBeCKAAAXQiiAAB0IYgCANCFIAoAQBeCKAAAXQiiAAB0IYgCANCFIAoAQBeCKAAAXQiiAAB0IYgCANCFIAoAQBeCKAAAXQiiAAB0IYgCANCFIAoAQBeCKAAAXQiiAAB0IYgCANCFIAoAQBeCKAAAXQiiAAB0IYgCANCFIAoAQBd7MohW1aOr6oKqurCqnrug/bdX1T+Of39dVffvUU4AAHZuzwXRqjosycuSPCbJ/ZI8qaruN9fZB5I8rLX2ZUlekOTMg1tKAAAO1J4LokkelOTC1tpFrbXrk5yd5ORpB621v26tXTl+/Zskxx7kMgIAcID2YhA9JskHJ98vGZst8/Qkf7yoRVWdWlXnVdV5l1122S4WEQCAA7UXg2gtaNYWdlj18AxB9EcWtW+tndlaO7G1duJRRx21i0UEAOBAHd67AAtckuTek+/HJvnQfEdV9WVJXp7kMa21Kw5S2QAA2CV78Yzo25KcUFXHV9Vtk5yS5PXTDqrqPkl+L8l/bK39c4cyAgBwgPbcGdHW2o1V9awkb0hyWJJXtNbOr6rTxvZnJHleknsm+ZWqSpIbW2sn9iozAADbt+eCaJK01s5Jcs5cszMm/39Xku862OUCAGD37MVL8wAA3AoIogAAdCGIAgDQhSAKAEAXgigAAF0IogAAdCGIAgDQhSAKAEAXgigAAF0IogAAdCGIAgDQhSAKAEAXgigAAF0IogAAdCGIAgDQhSAKAEAXgigAAF0IogAAdCGIAgDQhSAKAEAXgigAAF0IogAAdCGIAgDQhSAKAEAXgigAAF0IogAAdCGIAgDQhSAKAEAXgigAAF0IogAAdCGIAgDQhSAKAEAXgigAAF0IogAAdCGIAgDQhSAKAEAXgigAAF0IogAAdCGIAgDQhSAKAEAXgigAAF0IogAAdCGIAgDQhSAKAEAXgigAAF0IogAAdCGIAgDQhSAKAEAXgigAAF0IogAAdCGIAgDQhSAKAEAXgigAAF0IogAAdCGIAgDQhSAKAEAXgigAAF0IogAAdCGIAgDQhSAKAEAXgigAAF0IogAAdCGIAgDQhSAKAEAXgigAAF0IogAAdCGIAgDQhSAKAEAXgigAAF0IogAAdCGIAgDQhSAKAEAXgigAAF0c3rsAwMF1yplv7V0EAEjijCgAAJ0IogAAdCGIAgDQhSAKAEAXgigAAF0IogAAdCGIAgDQhSAKAEAXgigAAF0IogAAdCGIAgDQxZ4MolX16Kq6oKourKrnLmj/RVX11qq6rqp+qEcZAQA4MIf3LsC8qjosycuSPCrJJUneVlWvb629e9LZx5N8b5JvPPglBABgN+zFM6IPSnJha+2i1tr1Sc5OcvK0g9bax1prb0tyQ48CAgBw4PZiED0myQcn3y8Zm21bVZ1aVedV1XmXXXbZrhQOAIDdsReDaC1o1nYyoNbama21E1trJx511FEHWCwAAHbTXgyilyS59+T7sUk+1KksAACsyV4Mom9LckJVHV9Vt01ySpLXdy4TAAC7bM/dNd9au7GqnpXkDUkOS/KK1tr5VXXa2P6Mqjo6yXlJ7prkpqp6dpL7tdau7lVuAAC2Z88F0SRprZ2T5Jy5ZmdM/v9Ihkv2AAAcovbipXkAAG4FBFEAALoQRAEA6EIQBQCgC0EUAIAuBFEAALoQRAEA6GJPPkcUgL3hlDPfelDHd/apDzmo4wP6ckYUAIAuBFEAALoQRAEA6EIQBQCgC0EUAIAuBFEAALoQRAEA6EIQBQCgC0EUAIAuBFEAALoQRAEA6EIQBQCgC0EUAIAuBFEAALoQRAEA6EIQBQCgC0EUAIAuBFEAALoQRAEA6EIQBQCgC0EUAIAuBFEAALoQRAEA6EIQBQCgC0EUAIAuBFEAALoQRAEA6EIQBQCgC0EUAIAuBFEAALoQRAEA6EIQBQCgC0EUAIAuBFEAALoQRAEA6OLw3gWAveiUM996UMd39qkPOajjA4C9wBlRAAC6EEQBAOhCEAUAoAtBFACALgRRAAC6EEQBAOjC45tgDzjYj4sCgL3AGVEAALoQRAEA6EIQBQCgC0EUAIAuBFEAALoQRAEA6EIQBQCgC0EUAIAuBFEAALoQRAEA6EIQBQCgC0EUAIAuBFEAALoQRAEA6EIQBQCgC0EUAIAuBFEAALoQRAEA6EIQBQCgC0EUAIAuDu9dAHbHKWe+9aCO7+xTH3JQxwfcOtiXwa2LM6IAAHQhiAIA0IUgCgBAF+qIckg42PXGgFsHdVKhL2dEAQDoQhAFAKALl+YB4CC5JVczUu2AnXBGFACALgRRAAC6EEQBAOjiVlNH9KLLPnVQ6+bc0uvK3JLrOQEAB4czogAAdCGIAgDQxa3m0vzB5tI1AMBqe/KMaFU9uqouqKoLq+q5C9pXVf33sf0/VtUDe5QTAICd23NBtKoOS/KyJI9Jcr8kT6qq+8119pgkJ4x/pyb51YNaSAAADtieC6JJHpTkwtbaRa2165OcneTkuW5OTvKqNvibJHevqs8+2AUFAGDn9mId0WOSfHDy/ZIkD95CN8ck+fC0o6o6NcMZ0yS55nee+R8u2N2i7ilHJrm8dyHYMcvv0GXZHdosv13yO8886KO8pS+7+/YuwMGwF4NoLWjWdtBNWmtnJjlzNwq111XVea21E3uXg52x/A5dlt2hzfI7dFl2twx78dL8JUnuPfl+bJIP7aAbAAD2sL0YRN+W5ISqOr6qbpvklCSvn+vm9UmeMt49/5VJPtFa+/D8gAAA2Lv23KX51tqNVfWsJG9IcliSV7TWzq+q08b2ZyQ5J8ljk1yY5N+S/Kde5d1DbhVVEG7BLL9Dl2V3aLP8Dl2W3S1AtbZf1UoAAFi7vXhpHgCAWwFBFACALgTRW6Cq+qGqalV1ZO+ysDVV9aKqeu/4ytrfr6q79y4Tm9vsdcTsTVV176r686p6T1WdX1Xf17tMbF9VHVZV76iqP+pdFnZOEL2Fqap7J3lUkn/tXRa25Y1JvrS19mVJ/jnJj3YuD5vY4uuI2ZtuTPKDrbUvTvKVSb7bsjskfV+S9/QuBAdGEL3l+aUkP5wFD/hn72qt/Wlr7cbx699keDYue9tWXkfMHtRa+3Br7e/H/z+ZIcwc07dUbEdVHZvk65O8vHdZODCC6C1IVT0+yaWttX/oXRYOyNOS/HHvQrCpZa8a5hBSVccleUCSv+1cFLbnJRlOutzUuRwcoD33HFFWq6o3JTl6QasfT/JjSb724JaIrVq17FprfzB28+MZLhv+1sEsGzuypVcNs3dV1Z2TvDbJs1trV/cuD1tTVY9L8rHW2tur6qTOxeEACaKHmNbaIxc1r6p/n+T4JP9QVclwaffvq+pBrbWPHMQissSyZTdTVd+Z5HFJHtE84PdQ4FXDh7CqOiJDCP2t1trv9S4P2/LQJI+vqscmuX2Su1bVb7bWvqNzudgBD7S/haqqi5Oc2Fq7vHdZ2FxVPTrJi5M8rLV2We/ysLmqOjzDjWWPSHJphtcTP7m1dn7XgrGpGn6tvzLJx1trz+5cHA7AeEb0h1prj+tcFHZIHVHYG16a5C5J3lhV76yqM3oXiNXGm8tmryN+T5L/LYQeMh6a5D8m+Zpxe3vneHYNOMicEQUAoAtnRAEA6EIQBQCgC0EUAIAuBFEAALoQRAEA6EIQBQCgC0EUAIAu/h/njyYwm8TTIgAAAABJRU5ErkJggg==",
|
|
"text/plain": [
|
|
"<Figure size 720x720 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"# we can plot the ecef positions\n",
|
|
"figsize(10, 10)\n",
|
|
"figure()\n",
|
|
"title('ECEF position estimate (m)', fontsize=25)\n",
|
|
"plot([sol[0][:3] for sol in pos_solutions])\n",
|
|
"\n",
|
|
"# and the residual distribution of the WLS solutions\n",
|
|
"figure()\n",
|
|
"title('Residuals of pseudoranges in positions solutions (m)', fontsize=25)\n",
|
|
"sns.histplot(np.concatenate([sol[1] for sol in pos_solutions]), bins=arange(-5, 5, .5), kde=False, stat=\"density\", linewidth=0)\n",
|
|
"xlim(-5, 5)\n",
|
|
"None"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 11,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
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"text/plain": [
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"<Figure size 720x720 with 1 Axes>"
|
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]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
},
|
|
{
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"data": {
|
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"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 720x720 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"# we can plot the ecef velocities\n",
|
|
"figure()\n",
|
|
"figsize(10, 10)\n",
|
|
"title('ECEF velocity estimate (m/s)', fontsize=25)\n",
|
|
"plot([sol[0][:3] for sol in vel_solutions])\n",
|
|
"\n",
|
|
"# and the resiudal distribution of the WLS solutions\n",
|
|
"figure()\n",
|
|
"figsize(10, 10)\n",
|
|
"title('Residuals of pseudorange-rates in velocity solutions (m/s)', fontsize=25)\n",
|
|
"sns.histplot(np.concatenate([sol[1] for sol in vel_solutions]), bins=arange(-2, 2, .05), kde=False, linewidth=0, stat=\"density\")\n",
|
|
"xlim(-2, 2)\n",
|
|
"None"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 12,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
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"image/png": 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",
|
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"text/plain": [
|
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"<Figure size 1008x1008 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"# The above residual plots give us an idea of how accurate our \n",
|
|
"# pseudoranges are that are used for the solution, but what does that\n",
|
|
"# actually mean for the accuracy of our position estimate? Lets look\n",
|
|
"# at the geometry of the situation before we procceed.\n",
|
|
"\n",
|
|
"# lets plot the world again\n",
|
|
"\n",
|
|
"# load bluemarble with PIL\n",
|
|
"bm = PIL.Image.open('bluemarble.jpg')\n",
|
|
"# it's big, so I'll rescale it, convert to array, and divide by 256 to get RGB values that matplotlib accept \n",
|
|
"bm = np.array(bm.resize([d // 5 for d in bm.size])) / 256.\n",
|
|
"\n",
|
|
"# coordinates of the image - don't know if this is entirely accurate, but probably close\n",
|
|
"lons = np.linspace(-180, 180, bm.shape[1]) * np.pi / 180\n",
|
|
"lats = np.linspace(-90, 90, bm.shape[0])[::-1] * np.pi / 180\n",
|
|
"\n",
|
|
"# repeat code from one of the examples linked to in the question, except for specifying facecolors:\n",
|
|
"fig = plt.figure(figsize=(14, 14))\n",
|
|
"ax = fig.add_subplot(111, projection='3d')\n",
|
|
"\n",
|
|
"x = EARTH_RADIUS * np.outer(np.cos(lons), np.cos(lats)).T\n",
|
|
"y = EARTH_RADIUS * np.outer(np.sin(lons), np.cos(lats)).T\n",
|
|
"z = EARTH_RADIUS * np.outer(np.ones(np.size(lons)), np.sin(lats)).T\n",
|
|
"ax.plot_surface(x, y, z, rstride=4, cstride=4, facecolors=bm)\n",
|
|
"\n",
|
|
"ax.set_xlim(-2.5e7, 1e7)\n",
|
|
"ax.set_ylim(-2.5e7, 1e7)\n",
|
|
"ax.set_zlim(-1e7, 2.5e7)\n",
|
|
"ax.set_box_aspect((1, 1, 1))\n",
|
|
"\n",
|
|
"# Let's plot the situation for the first epoch,\n",
|
|
"# it does not change significantly over our\n",
|
|
"# minute of example data.\n",
|
|
"\n",
|
|
"receiver_pos = pos_solutions[0][0]\n",
|
|
"\n",
|
|
"ax.scatter([receiver_pos[0]],\n",
|
|
" [receiver_pos[1]],\n",
|
|
" [receiver_pos[2]],\n",
|
|
" color='w',\n",
|
|
" #markersize=15,\n",
|
|
" marker='+')\n",
|
|
"#satellite_positions\n",
|
|
"sat_positions = []\n",
|
|
"for m in corrected_measurements_by_epoch[0]:\n",
|
|
" sat_positions.append(m.sat_pos)\n",
|
|
" ax.plot([receiver_pos[0], m.sat_pos[0]],\n",
|
|
" [receiver_pos[1], m.sat_pos[1]],\n",
|
|
" [receiver_pos[2], m.sat_pos[2]],\n",
|
|
" color='b')\n",
|
|
"sat_positions = np.array(sat_positions)\n",
|
|
"ax.scatter(sat_positions[:, 0],\n",
|
|
" sat_positions[:, 1],\n",
|
|
" sat_positions[:, 2],\n",
|
|
" color='k',\n",
|
|
" marker='^',\n",
|
|
" linewidths=6,\n",
|
|
" alpha=1)\n",
|
|
"ax.view_init(20, 150)\n",
|
|
"\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 13,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 720x720 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"from laika.lib.coordinates import LocalCoord\n",
|
|
"\n",
|
|
"converter = LocalCoord.from_ecef(receiver_position)\n",
|
|
"sat_positions_ned = converter.ecef2ned(sat_positions)\n",
|
|
"azimuths_radians = np.arctan2(sat_positions_ned[:, 0], sat_positions_ned[:, 1])\n",
|
|
"elevation_radians = np.arctan2(-sat_positions_ned[:, 2], np.linalg.norm(sat_positions_ned[:, :2], axis=1))\n",
|
|
"\n",
|
|
"fig = plt.figure()\n",
|
|
"ax = fig.add_subplot(111, polar=True)\n",
|
|
"ax.scatter(azimuths_radians, elevation_radians * 180 / np.pi, marker='^', color='k', linewidth=6)\n",
|
|
"ax.set_yticks(range(0, 90 + 10, 10)) # Define the yticks\n",
|
|
"ax.set_theta_direction(-1)\n",
|
|
"ax.set_theta_zero_location('N')\n",
|
|
"yLabel = ['90', '', '', '60', '', '', '30', '', '', '']\n",
|
|
"ax.set_yticklabels(yLabel)\n",
|
|
"ax.set_aspect(1)\n",
|
|
"ax.set_title('Sattelite azimuth and elevation as seen by receiver', fontsize=25)\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 14,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"GDOP of this epoch is 2.262604217435946\n",
|
|
"GDOP of 4 lowest elevation satellites of this epoch is 7.441055578430935\n",
|
|
"GDOP of 4 highest elevation satellites of this epoch is 11.888701329202512\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"# The above plot highlights an important consideration of GNSS position\n",
|
|
"# estimation. That is, the concept of DOP (https://en.wikipedia.org/wiki/Dilution_of_precision_(navigation)).\n",
|
|
"# In short, it means that if the elevations and azimuths of the satellites in view are simial, the DOP is high. \n",
|
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"# A high DOP means that small errors in the pseudoranges can cause large errors in the computed position.\n",
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"from laika.raw_gnss import get_DOP\n",
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"\n",
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"print('GDOP of this epoch is', get_DOP(receiver_position, sat_positions))\n",
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"\n",
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"# This data clearly has a very good DOP.\n",
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"# By comparing the 4 satellites with the highest elevation\n",
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"# to those 4 with the lowest we can see how different satellite\n",
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"# positions can lead to very different precisions.\n",
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"\n",
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"sat_positions_sorted = sat_positions[argsort(elevation_radians)]\n",
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"print('GDOP of 4 lowest elevation satellites of this epoch is', get_DOP(receiver_position, sat_positions_sorted[-4:]))\n",
|
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"print('GDOP of 4 highest elevation satellites of this epoch is', get_DOP(receiver_position, sat_positions_sorted[:4]))"
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]
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