Doctoral scholarship holder identification based on ambient wireless communication

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The Department of Electronics and Information and Communication Technology in the Faculty of Applied Engineering is looking for a full-time (100%) doctoral scholarship holder in the field of identification based on ambient wireless communication

Position

• You will work actively on the preparation and defence of a PhD thesis integrated communication and sensing. The PhD project focuses on Radio Frequency Fingerprint Identification (RFFID). It involves creating novel machine learning models for device identification and behavioral analysis using radio signals in various dynamic environments. The project will explore supervised, unsupervised, and self-supervised learning approaches and apply Graph Neural Networks (GNNs) to model relationships between devices. The findings will contribute to advancements in autonomous systems, smart environments, and wireless security, with applications ranging from cognitive radio networks to vehicle-to-vehicle communication.
• You will publish scientific articles related to the research project.
• You will carry out a limited number of teaching and research support tasks for IDLab.

Profile

• You hold a Master degree in Electrical or Electronical Engineering, Computer Science, or equivalent or you will have obtained it by the time you start work.
• You can demonstrate excellent study results.
• Your teaching competences are in line with the University of Antwerp’s educational vision.
• Your research qualities are in line with the faculty and university research policies.
• You act with attention to quality, integrity, creativity and cooperation.
• Must-have competencies: Deep learning, signal processing, Python, wireless communication protocols, analytical thinking.
• Nice-to-have competencies: Graph neural networks, domain adaptation, research writing, collaboration skills.

What we offer

• We offer a doctoral scholarship for a period of two years. Following a positive evaluation, the scholarship can be renewed for another two years.
• The planned start date is 1 January 2025 or as soon as possible after that date.
• Your monthly scholarship amount is calculated according to the scholarship amounts for doctoral scholarship holders.
• You will receive ecocheques, Internet-connectivity allowance, and a bicycle allowance or a full reimbursement of public transport costs for commuting.
• You will do most of your work at The Beacon in a dynamic and stimulating working environment.
• Find out more about working at the University of Antwerp here.

Want to apply?

• You can apply for this vacancy through the University of Antwerp’s online job application platform up to and including Wednesday, November 6, 2024 (by midnight Brussels time). Click on the 'Apply' button and complete the online application form. Be sure to include the following attachments:
  • a motivation letter
  • your academic CV
• The selection committee reviews all applications as soon as possible after the application deadline. As soon as a decision is made, we will notify you. If you are still eligible after the pre-selection, you will be informed about the possible next step(s) in the selection procedure. Please note the following date in your calendar: November 19 (selection interviews).
• If you have any questions about the online application form, please check the frequently asked questions or send an email to jobs@uantwerpen.be. If you have any questions about the job itself, please contact prof. Rafael Berkvens (rafael.berkvens@uantwerpen.be).

The University of Antwerp received the European Commission’s HR Excellence in Research Award for its HR policy. We are a sustainable, family-friendly organisation which invests in its employees’ growth. We encourage diversity and attach great importance to an inclusive working environment and equal opportunities, regardless of gender identity, disability, race, ethnicity, religion or belief, sexual orientation or age. We encourage people from diverse backgrounds and with diverse characteristics to apply.