Update README.md
Browse files
README.md
CHANGED
|
@@ -103,12 +103,24 @@ Application: Used for improving the accuracy of GNSS/GPS positioning by predicti
|
|
| 103 |
|
| 104 |
**Technical**
|
| 105 |
|
| 106 |
-
-Synthetic Generation:
|
| 107 |
-
-
|
| 108 |
-
-
|
| 109 |
-
|
| 110 |
-
-
|
| 111 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 112 |
|
| 113 |
|
| 114 |
|
|
|
|
| 103 |
|
| 104 |
**Technical**
|
| 105 |
|
| 106 |
+
-Synthetic Generation:
|
| 107 |
+
The data is algorithmically generated, likely using a simplified physics-based simulation or a Generative Adversarial Network (GAN) to ensure it mirrors
|
| 108 |
+
real-world radar and satellite observations.
|
| 109 |
+
|
| 110 |
+
-Multivariate Structure:
|
| 111 |
+
It typically contains variables representing:
|
| 112 |
+
|
| 113 |
+
-Spatial Coordinates:
|
| 114 |
+
Latitude, longitude, and altitude.
|
| 115 |
+
|
| 116 |
+
-Temporal Data:
|
| 117 |
+
Timestamps reflecting diurnal (day/night) cycles.
|
| 118 |
+
|
| 119 |
+
-Physical Parameters:
|
| 120 |
+
Electron density, magnetic field orientation, and solar flux indices (e.g., F10.7 index).
|
| 121 |
+
|
| 122 |
+
-Format:
|
| 123 |
+
Distributed as a tabular dataset (often in .csv or .parquet formats) to be compatible with common machine learning frameworks like PyTorch or TensorFlow.
|
| 124 |
|
| 125 |
|
| 126 |
|