13 beste Stellen als optical engineering in berlin, be – aktuell auf Personalsuche

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Master thesis: Modeling and Intelligent Control of a Dual-Input RF Power Amplifier System – 07/26

Ferdinand-Braun-Institut
Berlin

Direkt bewerben

Details zur Stelle

Teilzeit

Qualifikationen

Informatik
Signalverarbeitung
Master
Elektrotechnik

Vollständige Stellenbeschreibung

The Ferdinand-Braun-Institut, Leibniz-Institut für Höchstfrequenztechnik (FBH) is an application-oriented research institute in the fields of high-frequency electronics, photonics and quantum physics. It researches and realizes electronic and optical components, modules and systems based on compound semiconductors. These devices are key enablers that address the needs of today’s society in fields like communication, energy, health, and mobility.

The focus in the RF Power Lab is on applications with output powers in the range of 5...200 W in the microwave range up to 40 GHz. We work on novel concepts to increase efficiency in broadband modulated power amplifier systems for modern telecommunication and signals with high peak-to-average power ratios. In particular, we investigate dual-input amplifier systems based on load & supply-voltage modulation and how to use them in AI-controlled intelligent self-tunable systems. Integrated reconfigurable components and circuits are also in focus and more advanced integrated transceivers for radar and telecom. In addition, we develop novel autonomous RF measurement systems for improved RF power transistor characterization and the optimization of such devices based on machine learning.

Reference number 07/26

Your tasks (with focus depending on backround)

1. Evaluation of a novel behavioral model for a supply voltage modulated dual input dual output (DIDO) system over large temperature variation

Acquiring experimental data for the ET PA at different temperatures T1, T2, …
Identify model parameter for a recently developed DIDO model for each temperature
Use machine learning (ML) to create a model for the parameter dependence
Verify the model for experimental data

2. Control and optimization of PA performance for temperature variations

Develop a ML model for control of the DIDO
Train the ML model based on the behavioral model in task 1
Verify the ML model based on experimental data

Your profile

On-going master studies in Computer Science. Electrical Engineering, Communications and Signal Processing, or Physics with Applied Mathematics
Knowledge of machine learning, signal processing, microwave engineering, nonlinear and behavioral modeling, AI-based modeling
Interest in applied mathematics, signal processing
Experience in Matlab and Python (preferably)
Starting date: a.s.a.p.

Our offer

an open and appreciative international team, always available with help and advice
a modern workplace in Berlin Adlershof with good public transport connections
exciting insights into practical applications and the opportunity to gain valuable experience

Does it sound interesting? Then we look forward to receiving your online application. To apply, please click on "Apply online" and submit your complete application documents by September 15, 2026.

If you have questions, please contact Dr. Olof Bengtsson, Tel.: 030 6392-2643, E-Mail: [email protected].

Data protection notice: The above contact details are provided exclusively for interested applicants to get in touch. Enquiries from recruitment agencies are not welcome. Any use of the personal information contained in this advertisement by other third parties is expressly prohibited.

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Master thesis: Modeling and Intelligent Control of a Dual-Input RF Power Amplifier System – 07/26

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