{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Analyzing Trajectory Data and Bistatic Angles\n",
"\n",
"In this notebook, we will analyze the trajectory data of two carriers, SETHI and BUSARD, and compute several key parameters, including the distance to a target, bistatic angles (both 'ground' and 'radar'), and azimuths of observation of the target. We will also visualize these parameters over time. The dataset we use is in CSV format and contains positional information of the two carriers.\n",
"\n",
""
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 1. Importing Required Libraries\n",
"\n",
"Before we begin analyzing the data, we first need to import the necessary libraries.\n",
"\n",
"- `sargeom`: A Python library for working with geospatial coordinates and geometric transformations.\n",
"- `matplotlib`: Used for plotting the results.\n",
"- `pandas`: For data manipulation and reading CSV files.\n",
"- `numpy`: For numerical computations."
]
},
{
"cell_type": "code",
"execution_count": 50,
"metadata": {},
"outputs": [],
"source": [
"from sargeom.coordinates import Cartographic, Cartesian3\n",
"import matplotlib.pyplot as plt\n",
"import pandas as pd\n",
"import numpy as np"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 2. Loading and Preparing the Data\n",
"\n",
"Next, we load the trajectory data for SETHI and BUSARD. These datasets contain information about the longitude, latitude, and heading of each object.\n",
"\n",
"- The `LON_WGS84_DEG`, `LAT_WGS84_DEG`, and `HEADING_DEG` columns represent the longitude, latitude, and heading (in degrees), respectively."
]
},
{
"cell_type": "code",
"execution_count": 51,
"metadata": {},
"outputs": [],
"source": [
"# Loading trajectory data for SETHI\n",
"sethi_trajectory_data = pd.read_csv('data/20230627_SETHI.traj.csv', delimiter=';', comment='#')\n",
"\n",
"# Loading trajectory data for BUSARD\n",
"busard_trajectory_data = pd.read_csv('data/20230627_BUSARD.traj.csv', delimiter=';', comment='#')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 3. Defining Cartographic Objects\n",
"\n",
"For each dataset, we create Cartographic objects that will allow us to perform geospatial transformations. The Cartographic object takes the longitude, latitude, and heading in degrees."
]
},
{
"cell_type": "code",
"execution_count": 52,
"metadata": {},
"outputs": [],
"source": [
"# Create Cartographic objects for SETHI, BUSARD, and the target\n",
"sethi_cartographic = Cartographic(\n",
" longitude=sethi_trajectory_data.LON_WGS84_DEG.tolist(),\n",
" latitude=sethi_trajectory_data.LAT_WGS84_DEG.tolist(),\n",
" height=sethi_trajectory_data.HEADING_DEG.tolist()\n",
")\n",
"\n",
"busard_cartographic = Cartographic(\n",
" longitude=busard_trajectory_data.LON_WGS84_DEG.tolist(),\n",
" latitude=busard_trajectory_data.LAT_WGS84_DEG.tolist(),\n",
" height=busard_trajectory_data.HEADING_DEG.tolist()\n",
")\n",
"\n",
"target_cartographic = Cartographic(\n",
" longitude=-0.420314, # degrees\n",
" latitude=44.238512, # degrees\n",
" height=120.0 # meters\n",
")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 4. Converting Coordinates to ECEF (Earth-Centered, Earth-Fixed)\n",
"\n",
"The next step is to convert the Cartographic coordinates (longitude, latitude, and heading) into ECEF coordinates, which represent the positions in a 3D Cartesian coordinate system."
]
},
{
"cell_type": "code",
"execution_count": 53,
"metadata": {},
"outputs": [],
"source": [
"# Convert the Cartographic coordinates to ECEF (x, y, z) for each object and the target\n",
"sethi_ecef = sethi_cartographic.to_ecef()\n",
"busard_ecef = busard_cartographic.to_ecef()\n",
"target_ecef = target_cartographic.to_ecef()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 5. Interpolating BUSARD Data to Match SETHI's Timestamps\n",
"\n",
"Since the timestamps for SETHI and BUSARD might not perfectly align, we will interpolate the BUSARD data to match the timestamps of SETHI."
]
},
{
"cell_type": "code",
"execution_count": 54,
"metadata": {},
"outputs": [],
"source": [
"# Interpolate BUSARD's ECEF coordinates to match SETHI's timestamps\n",
"busard_ecef_interpolated = busard_ecef.interp(busard_trajectory_data.TIMESTAMP_S, sethi_trajectory_data.TIMESTAMP_S)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 6. Computing Distances to the Target\n",
"\n",
"We then compute the distances from SETHI and BUSARD to the target using the `sargeom.coordinates.Cartesian3.distance` method, which calculates the Euclidean distance between two points in 3D space."
]
},
{
"cell_type": "code",
"execution_count": 55,
"metadata": {},
"outputs": [],
"source": [
"# Compute distances to the target\n",
"sethi_dist = Cartesian3.distance(sethi_ecef, target_ecef)\n",
"busard_dist = Cartesian3.distance(busard_ecef_interpolated, target_ecef)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 7. Converting Coordinates from ECEF to ENU (East-North-Up)\n",
"\n",
"Next, we convert the ECEF coordinates to ENU coordinates relative to the target. This transformation helps us interpret the positions in a local, target-centered coordinate system."
]
},
{
"cell_type": "code",
"execution_count": 56,
"metadata": {},
"outputs": [],
"source": [
"# Convert from ECEF to ENU coordinates, centered on the target\n",
"sethi_enu = sethi_ecef.to_enu(target_cartographic)\n",
"busard_enu = busard_ecef_interpolated.to_enu(target_cartographic)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 8. Calculating the Bistatic Angles\n",
"\n",
"We now calculate two sets of bistatic angles:\n",
"\n",
"1. **Bistatic angle 'ground'**: The angle between the projections of the sensor positions onto the ground plane (z = 0).\n",
"2. **Bistatic angle 'radar'**: The angle between the full 3D vectors."
]
},
{
"cell_type": "code",
"execution_count": 57,
"metadata": {},
"outputs": [],
"source": [
"# Calculate bistatic angles between SETHI and BUSARD, with respect to the ground plane\n",
"angles_bist_ground = Cartesian3.angle_btw(\n",
" Cartesian3(sethi_enu.x, sethi_enu.y, np.zeros(sethi_enu.y.shape)),\n",
" Cartesian3(busard_enu.x, busard_enu.y, np.zeros(busard_enu.y.shape))\n",
")\n",
"\n",
"# Calculate bistatic angles 'radar' in 3D\n",
"angles_bist_radar = Cartesian3.angle_btw(sethi_enu, busard_enu)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 9. Computing Azimuths of Observation\n",
"\n",
"Using the normalized ENU vectors for SETHI and BUSARD, we calculate the azimuths of the target from each sensor. This is done by transforming the vectors to AER (Azimuth-Elevation-Range) coordinates."
]
},
{
"cell_type": "code",
"execution_count": 58,
"metadata": {},
"outputs": [],
"source": [
"# Compute azimuths of observation of the target\n",
"az_bissection, _, _ = (sethi_enu.normalize() + busard_enu.normalize()).to_aer()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 10. Plotting the Results\n",
"\n",
"Finally, we visualize the results by plotting the distances, bistatic angles, and azimuths over time."
]
},
{
"cell_type": "code",
"execution_count": 59,
"metadata": {},
"outputs": [
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Create a figure with multiple subplots for visualization\n",
"fig, axs = plt.subplots(4, 1, figsize=(11.69,8.27), sharex=True)\n",
"\n",
"# Plot distance to target\n",
"axs[0].plot(sethi_trajectory_data.TIMESTAMP_S, sethi_dist, color='tab:blue', label='SETHI')\n",
"axs[0].plot(sethi_trajectory_data.TIMESTAMP_S, busard_dist, color='tab:orange', label='BUSARD')\n",
"axs[0].grid()\n",
"axs[0].legend()\n",
"axs[0].set_xlabel(\"Time (s)\")\n",
"axs[0].set_ylabel(\"Distance to\\nTarget (m)\")\n",
"\n",
"# Plot bistatic angles (ground)\n",
"axs[1].plot(sethi_trajectory_data.TIMESTAMP_S, np.unwrap(angles_bist_ground, period=360))\n",
"axs[1].grid()\n",
"axs[1].set_xlabel(\"Time (s)\")\n",
"axs[1].set_ylabel(\"Bistatic Angle\\n'Ground' (deg)\")\n",
"\n",
"# Plot bistatic angles (radar)\n",
"axs[2].plot(sethi_trajectory_data.TIMESTAMP_S, np.unwrap(angles_bist_radar, period=360))\n",
"axs[2].grid()\n",
"axs[2].set_xlabel(\"Time (s)\")\n",
"axs[2].set_ylabel(\"Bistatic Angle\\n'Radar' (deg)\")\n",
"\n",
"# Plot azimuths of target observation\n",
"axs[3].plot(sethi_trajectory_data.TIMESTAMP_S, az_bissection % 360)\n",
"axs[3].grid()\n",
"axs[3].set_xlabel(\"Time (s)\")\n",
"axs[3].set_ylabel(\"Azimuths of Target\\nObservation (deg)\")\n",
"\n",
"plt.tight_layout()\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Conclusion\n",
"\n",
"In this notebook, we demonstrated how to process trajectory data, calculate distances and angles, and visualize key parameters like bistatic angles and azimuths. This analysis is important for applications such as radar tracking and geospatial data analysis."
]
}
],
"metadata": {
"kernelspec": {
"display_name": "sargeom-env",
"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": "3.12.7"
}
},
"nbformat": 4,
"nbformat_minor": 2
}