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University of Luxembourg

PhD candidate in metacognition in radar

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SnT is a leading international research and innovation centre in secure, reliable and trustworthy ICT systems and services. We play an instrumental role in Luxembourg by fueling innovation through research partnerships with industry, boosting R&D investments leading to economic growth, and attracting highly qualified talent.

The radar team at SIGCOM group in SnT is pursuing research on radar signal processing in partnership with national and international academic and industrial collaborators. An interesting research avenue is Beyond Cognitive Radar where in the concept of metacognition is being increasingly considered. In a fully-funded project on learning to learn, the SIGCOM research group will focus on the radar signal processing, cognitive frameworks and their selection in a metacognitive framework. It is in a unique position towards realizing the objectives of the project having exposure to the different elements through ongoing collaborative research projects, industry exposure and test-bench development activity.

During the past two decades, enabling cognition in radar has heralded a new era of radar system design and engineering. Cognitive radars (CRs), offer advanced sensing capabilities by simultaneously optimizing both transmit and receive processing in response to the changes in the target environment. In general, a cognitive radar is designed to apply a single specific framework or algorithm to achieve its desired performance based on a pre-determined criteria. Since radars perform a multitude of tasks such as detection, estimation and tracking, in practice, a single cognitive radar framework is insufficient to address changes in the system hardware and channel environment over long periods of time. In such cases, a strategy combining multiple cognitive frameworks is attractive and this leads to the emerging concept of metacognitive radar.   Similar to cognition, the concept of metacognition is also borrowed from neurobiology where it denotes the process of knowing and controlling cognition. This confluence of control and learning theories in cognitive radars is a more recent development driven by the challenges in implementing advanced detection, estimation, and classification features.  Considering the importance of metacognition in radar, the SIGCOM group has envisaged a research project and managed to acquire research funding for a PhD position.

We’re looking for people driven by excellence, excited about innovation, and looking to make a difference. If this sounds like you, you’ve come to the right place!

Your Role

The research project focusses on:

  • Identifying and evaluating the performance of multiple cognitive frameworks for radar tasks in an identified dynamic scenario. This would include the optimization of transmit waveform,  receiver and cognitive process;
  • Devise strategies to select appropriate cognitive framework based on the scenario of deployment to minimize the learning latency while enhancing the performance.
  • Evaluate the metacognitive framework in simulated and real environments.

Your Profile

The candidate should possess (or be in the process of completing) a master degree or equivalent in Electrical/Electronic Engineering, Computer Science or Applied Mathematics or Physics with electromagnetic background.

Experience: The ideal candidate should have good theoretical background in a number of the following topics:

  • Radar Systems and Signal Processing
  • Optimization methodologies
  • Data-driven approaches and learning mechanisms
  • Information Theory

Development skills in MATLAB/ python/ LabView is required and exposure to latest communication and radar technologies, linear algebra and Tensors are desirable.  

Language Skills: Fluent written and verbal communication skills in English are required.

Here’s what awaits you at SnT

  • A stimulating learning environment. Here post-docs and professors outnumber PhD students. That translates into access and close collaborations with some of the brightest ICT researchers, giving you solid guidance
  • Exciting infrastructures and unique labs. At SnT’s two campuses, our researchers can take a walk on the moon at the LunaLab, build a nanosatellite, or help make autonomous vehicles even better
  • The right place for IMPACT. SnT researchers engage in demand-driven projects. Through our Partnership Programme, we work on projects with more than 45 industry partners
  • Multiple funding sources for your ideas. The University supports researchers to acquire funding from national, European and private sources
  • Competitive salary package. The University offers a 12 month-salary package, over six weeks of paid time off, health insurance and subsidised living and eating
  • Be part of a multicultural family. At SnT we have more than 60 nationalities. Throughout the year, we organise team-building events, networking activities and more

But wait, there’s more!

Students can take advantage of several opportunities for growth and career development, from free language classes to career resources and extracurricular activities.

In Short

  • Contract Type: Fixed Term Contract 36 Month - extendable up to 48 months if required
  • Work Hours: Full Time 40.0 Hours per Week
  • Location: Kirchberg
  • Internal Title: Doctoral Researcher
  • Employee and student status
  • Job Reference: UOL04611

Further Information

Applications should be submitted online and include:

  • Full CV, including list of publications, bachelor/master thesis and names (and contact information including email addresses) of references;
  • Transcript of all modules and results from university-level courses taken;
  • Research statement and topics of particular interest to the candidate (300 words).

All qualified individuals are encouraged to apply.

Early application is highly encouraged, as the applications will be processed upon reception. Please apply formally through the HR system. Applications by email will not be considered.

The University of Luxembourg embraces inclusion and diversity as key values. We are fully committed to removing any discriminatory barrier related to gender, and not only, in recruitment and career progression of our staff.

About the University of Luxembourg

University of Luxembourg is an international research university with a distinctly multilingual and interdisciplinary character. The University was founded in 2003 and counts more than 6,700 students and more than 2,000 employees from around the world. The University’s faculties and interdisciplinary centres focus on research in the areas of Computer Science and ICT Security, Materials Science, European and International Law, Finance and Financial Innovation, Education, Contemporary and Digital History. In addition, the University focuses on cross-disciplinary research in the areas of Data Modelling and Simulation as well as Health and System Biomedicine. Times Higher Education ranks the University of Luxembourg #3 worldwide for its “international outlook,” #20 in the Young University Ranking 2021 and among the top 250 universities worldwide.

Further information

For further information, please contact us at Bhavani.Shankar@uni.lu or Saeid.Sedighi@uni.lu

Job details

Title
PhD candidate in metacognition in radar
Location
6, rue Richard Coudenhove-Kalergi , Luxembourg
Published
2021-12-14
Application deadline
Unspecified
Job type
PhD
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