ENSTA Bretagne : spécialisation en systèmes d'observation et intelligence artificielle

Observation Systems and Artificial Intelligence

The Observation Systems and Artificial Intelligence major trains students to become engineers who can design and implement embedded systems (drone perception and navigation, advanced driver assistance systems, airborne and underwater systems) for aerospace (remote sensing, radars, hyperspectral data, optics) or underwater (passive acoustics, sonars) environments. They learn to master advanced technologies in the fields of artificial intelligence, signal processing and automation to optimize these systems, process data and extract useful information for decision support.
Career prospects

Graduates can pursue careers as consulting, design, test, integration, system or R&D engineers in a wide variety of industries (defense, maritime, healthcare, transport, energy, aviation and space).

Course content
  • Observation systems, waves and propagation
  • Sensors
  • Information processing
  • Decision support
  • Artificial intelligence and machine learning
  • ...
ENSTA Bretagne : formation en sciences et technologies de l'information et de la communication

The major’s strong points

Industry-leading training to address current challenges faced by numerous businesses

The acquisition, processing and analysis of large and heterogeneous data sets using advanced artificial intelligence technology is a key issue for numerous companies. The aim is to explore single- or multi-source data sets to identify and extract useful information for decision-making.

Earn a double degree

Students in this major can choose to also follow the Signal and Telecommunications track of the Master in Networks and Telecommunications of the Université de Brest (UBO). This double degree is recommended for students who wish to pursue a PhD.

The expertise acquired in this major includes physical phenomena modeling, single- and multi-sensor system simulation and testing, observation embedded systems, the analysis, processing and interpretation of large and heterogeneous data sets and decision support.

Graduates have multidisciplinary expertise covering signal and image processing, automation, artificial intelligence, decision and estimation theory, electronics and embedded systems, transmission techniques and systems engineering.

Métiers exercés

Domaines d'activités

  • Ingénieur d’études
  • Ingénieur de conception,
  • Ingénieur de test,
  • Ingénieur d’intégration,
  • Ingénieur système,
  • Ingénieur R&D... 
  • défense,
  • maritime,
  • médical,
  • transport,
  • énergie,
  • aéronautique et espace

Exemples de projets de fin d'études réalisés dans cet approfondissement

  • Caractérisation de l'environnement maritime et des cibles usuelles avec pour objectif l'amélioration du taux de détection
  • Détection d'objets flottants non identifiés
  • Développement d'un processeur SAR
  • Attaques automatiques sur un site web en environnement SDN pour la création de contre-mesures.


Nicole Pouliquen
Admissions Coordinator (French students)
+33 (0)2 98 34 87 01


Johanna OGON
Erasmus+ Coordinator
+33 (0)2 98 34 87 30