Master Thesis - Ottobrunn, Deutschland - Airbus

Airbus

Geprüftes Unternehmen

Ottobrunn, Deutschland

vor 2 Wochen

Geschrieben von:

Lena Wagner

beBee Recruiter

Beschreibung

In order to support the Telecom & Navigation Processing department, Airbus Defence and Space is looking for a

Master thesis on Deep Learning-based Wireless Communication on Telecom Satellites (d/f/m):

Your location:

Our site is just a stone's throw away from Munich, the beautiful capital of Bavaria.

Are you into sports and other outdoor activities? The Alps and Lake Starnberg are within an hour's reach, offering a multitude of recreational options.

Your exciting topic:

The increase in use of the telecommunication spectrum, as in massive space constellations and aircraft population, render reliable and high-speed communication a challenge for inter-satellite and satellite-to-earth communication.

To utilize the occupied wireless channel to its optimal capacity, next generation AI-powered communication systems prove themselves superior to conventional, mathematically derived, communication systems, and pose high potential in future missions.

Your task will be to design and adapt the machine-learning models for satellite-related communication by incorporating domain knowledge into the neural network model, e.g., to make it dynamically respond to spurious channel changes.

Furthermore, preparation for a physical over-the-air demonstration by solving channel estimation and synchronization is necessary.

The following phases are proposed:

Modelling neural networks for adaptive link coding & modulation tackling spurious channel changes and/or interference
Cooperative harmonized communication with intrinsic interference mitigation
Implementing channel estimation, equalization, and synchronization procedures
Goal: Demonstrating the concept on a SDR platform

Qualifications:

Enrolled full time student within Telecommunication Engineering, Electrical Engineering or similar field of study
Background in information theory and signal processing
Embedded programming skills (C, C++)
DNN modeling skills (Tensorflow, PyTorch, Matlab)
Fluent English is mandatory; French or German would be an asset
You are a good team player, have excellent communication skills, and are able to work independently

This position will require a security clearance or will require being eligible for clearance by the recognized authorities.

Not a 100% match? No worries Airbus supports your personal growth with customized development solutions.

This job requires an awareness of any potential compliance risks and a commitment to act with integrity, as the foundation for the Company's success, reputation and sustainable growth.

Company:

Airbus Defence and Space GmbH

Contract Type:

Final-year Thesis / Stage fin d'étude / Abschlussarbeit / Proyecto fin de carrera

Experience Level:

Student / Etudiant / Student / Estudiante

Job Family:

Support to Management

At Airbus, we support you to work, connect and collaborate more easily and flexibly. Wherever possible, we foster flexible working arrangements to stimulate innovative thinking.