Doctoral candidate (PhD student Position) “Optimization and Machine Learning for 5G Networks”,
Université du Luxembourg
Luxembourg, Luxembourg
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Your Role

The successful candidate will be supported by the European Research Council (ERC) project Actively Enhanced Cognition based Framework for Design of Complex Systems (AGNOSTIC) .

The candidate will join an internationally leading and motivated research team, under the supervision by Prof. Björn Ottersten (IEEE Fellow, SnT, Luxembourg) and Dr.

Symeon Chatzinotas (IEEE Senior Member, SnT, Luxembourg) in order to carry out research to pursue a PhD on the following topics :

  • Advanced optimization and machine learning applied to 5G wireless networks and Internet of Things (IoT)
  • Machine learning for IoT security with fault detection / trustfulness of IoT devices, congestion detection
  • Mathematical modeling and algorithm development to improve 5G-IoT network performance
  • Resource management in 5G network slicing
  • The position holder will be required to perform the following tasks :

  • Carrying out research in the predefined areas
  • Disseminating results through scientific publications
  • Participating in drafting project deliverables
  • Presenting the results in the well-known international conferences and workshops
  • For further questions, please contact us at , or . For institution information, you may check : , .

    Your Profile

    Qualification : The candidate should possess an MSc degree or equivalent in Electronic Engineering, Computer Science or Applied Mathematics.

    Experience : The ideal candidate should have some knowledge and experience in a number of the following topics :

  • Signal processing for wireless communications
  • Radio resource optimization in 4G / 5G / IoT networks
  • Applications of machine / deep learning in wireless communications and IoT networks
  • and be familiar with the principles of

  • Optimization theory
  • Machine / deep learning
  • Statistical signal processing
  • Programming skills : familiar with optimization / deep learning tools, and strong in one of the programming languages MATLAB, Python, or C++.

  • Language Skills : Fluent written and verbal communication skills in English are mandatory
  • We offer

    The University offers a Ph.D. study program with a Fixed Term Contract up to 3 years in total, pending satisfaction of progress milestones (CDD), on full time basis (40hrs / week).

    The University offers highly competitive salaries and is an equal opportunity employer. You will work in an exciting international environment and will have the opportunity to participate in the development of a newly created university.

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