Luft- und Raumfahrt
Ingenieur
Veröffentlicht seit mehr als 4 Wochen
Airbus Group - Airbus Defence & Space
Airbus is a leading aircraft manufacturer with the most modern and comprehensive family of airliners on the market, ranging in capacity from 100 to more than 500 seats. Airbus champions innovative technologies and offers some of the world’s most fuel efficient and quiet aircraft. Airbus has sold over 13.800 aircraft to more than 360 customers worldwide. Airbus has achieved more than 8,000 deliveries since the first Airbus aircraft entered into service. Headquartered in Toulouse, France.
Tasks
The demand for high-speed communication links in mobile communication systems has significantly increased over the past years. Satellite telecom constellations can help to extent the connectivity even in the most remote places in the world. However, the quality of service can be affected, or jammed, due to the deliberate transmission of radio signals that disrupt, degrade, or block communication channels. We would like to study means for preventing this interference using Artificial Intelligence. Your task will be to evaluate and optimize ML algorithms, for further integration into a SoC platform. Afterwards, you will support a demonstrator setup, where the algorithms can be tested with generated data in a simulated communication channel. You will run the test plan for verification and validation of the ML models. As part of your learning process, you will also be encouraged to enhance the proposed ML models with a different approach.
* Understand the workflow of satellite telecommunications, and the affection of the service due to jamming
* Propose a working pipeline on how the ML models can identify, classify and mitigate a jamming attack
* Assess and prune the ML models for proper deployment into the SoC
* Implement the proposed pipeline in the Demonstrator
* Run the Test Plan for assessing the deployed models
* Goal: Assess the performance of AI-based solutions for detecting and mitigating jamming for future on-board satellite processing
Profile
* Enrolled within Electrical Engineering, Telecommunication Engineering or similar field of study
* Background in signal processing and AI/ML frameworks (TensorFlow, PyTorch)
* General knowledge on FPGAs, SoCs and HDLs (VHDL is preferred)
* Programming skills (Python, C/C++, Matlab/Simulink)
* Fluent English is mandatory; German would be an asset
* You are a good team player, have excellent communication skills, and are able to work independently.
Apply
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