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space-situational-awareness

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Proyecto del Máster en Ingeniería de Telecomunicaciones (UAM) sobre clasificación de satélites y debris orbital usando datos TLE y Machine Learning (SVM, RF, XGBoost) en Python.

  • Updated Jun 7, 2025
  • Jupyter Notebook

DA-MMAE Reachable Sets Framework Novel integration of Differential Algebra and Multiple Model Adaptive Estimation for fast uncertainty propagation and real-time detection of unknown impulsive maneuvers in orbital dynamics. Enables robust orbit determination and reachable-set computation for space situational awareness and autonomous space mission.

  • Updated Apr 10, 2026

Production-grade Space Surveillance and Tracking Platform: SGP4 propagation, conjunction detection, REST API, interactive dashboard

  • Updated Apr 9, 2026
  • Python

Verteiltes Testbed für Space Situational Awareness (SSA): Docker-basierte FastAPI-/Worker-Architektur zur Analyse von orbitalen Konjunktionsereignissen mit PostgreSQL-Backend und optionalem QEMU-Sensor-Node.

  • Updated Dec 3, 2025
  • Python

The OSEO (or OSO-Orbital Space Ontology) is conceived as an alternative to the SSAO. The latter was originally described as the overall domain, but by demarcating the domain more precisely the OSEO/OSO name may better capture the overall domain. Name change is TBD, pending further researcher and domain demarcation.

  • Updated Apr 16, 2024

CelesTrak GP ve Space-Track CDM verilerini birleştirerek 3.000+ uzay objesini takip eden, SGP4 propagasyon ile anlık konum hesaplayan, KD-Tree uzaysal indeksleme ile verimli yakınlaşma taraması yapan ve ardından CollisionNet (ONNX) derin öğrenme modeli ile çarpışma olasılığını (Pc) tahmin eden bir platform.

  • Updated Mar 29, 2026
  • Python

Data analysis of orbital debris risk in LEO. Merges SATCAT and UCS data into a normalized SQLite database, reconstructs missing orbital periods and dry mass, and calculates velocity and kinetic energy for all objects. Answers when debris growth went exponential, where risks cluster, and who left the most dead payloads.

  • Updated Apr 21, 2026
  • Jupyter Notebook

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