Call 2-2023-1 Phd Fellowship in Advanced Artificial

hace 1 semana

Castelldefels, Barcelona, España Centre Tecnològic de Telecomunicacions de Catalunya (CTTC) A tiempo completo

Who are we looking for?
- and resource-consuming. On the other, conventional architectures generally ignore the topology of the network (i.e., how users, terminals and base stations are deployed). As a result, they often yield poor performance in large scale networks (i.e., poor scalability) and unseen network settings (i.e., poor generalization). The exploitation of advanced tools such as
Deep Reinforcement Learning (DRL) schemes,
Transfer Learning (TL) techniques, or
_Graph_ Neural Networks
(GNNs) can be instrumental in overcoming such limitations. Hence, we will investigate how to leverage those tools to tackle challenging problems in the design of the 6G physical layer** such as precoder design, user grouping, or beam selection in massive MIMO scenarios. Further details of the research project see annex (at the end).

What do we offer?
The duration of the contract is 4 years, starting in Q2-Q3/2023.

As per the MICINN call conditions, the salary of the research fellow will be in accordance with the conditions in the official call.

The contract includes the tuition fees of the PhD program, as well as a travel grant to carry out a research stay abroad.

For details, please, see the official webpage of the call.

In addition, the CTTC offers
great benefits to employees:

  • Paid time off: vacation (33 working days per year), holidays, sick and parental leave and more
  • Up to 3 days of telework per week. Other requests may be studied to accommodate special needs.
  • Flexible working hours for worklife balance
  • Taxfree optional benefits: restaurant ticket, nursery ticket, transport pass, private health insurance for employees and family.

Qualifications and Experience

Required qualification and skills:

  • Master's degree in telecommunications, electronic/electrical engineering or in related fields (or soon to be completed).
  • Strong mathematical/analytical skills and problemsolving capabilities.
  • Solid academic record.
  • Fluency in English (both written and oral).

Valuable skills (yet not required):

  • Strong Python, Matlab or Octave programming skills.
  • Knowledge in machine/deep learning techniques.
  • Experience in working with Tensorflow, Keras and Machine Learning libraries (e.g. SciKit Learn).
  • Experience in using GPU technology

How to apply?

Application deadline: 26th January 2023, 14.00 h

VERY IMPORTANT:

In the beginning of the process, the applicant is required to identify the project to which the PhD fellowship is associated to.

The code and title of the 6G-AINA project are as follows:

  • PID OB-I00
  • DISEÑO DE INTERFAZ RADIO 6G BASADOS EN INTELIGENCIA ARTIFICIAL
Dr. Carles Antón-Haro

Director of EU Programmes and Industry Contracts, Research Director

Who are we?

  • The Center Tecnològic de Telecomunicaciones de Catalunya (CTTC) is a nonprofit
    public sector research institution dedicated to fundamental and applied research activities, focused mainly on technologies related to the physical, data link and network layers of communication systems and Geomatics.
  • CTTC received the "HR Excellence in Research" award in 2015 from the European Commission and successfully passed into the Award Renewal phase in 2023. This is a recognition of the Institute's commitment to develop a Human Resources Strategy for Researchers (HRS4R), designed to bring the practices and procedures in line with the principles of the European Charter for Researchers and the Code of Conduct for the Recruitment of Researchers (Charter and Code). Our institution's comprehensive analysis and HRS4R action plan meet all the requirements of progress and quality of our HR policies. CTTC promotes itself as a provider of a stimulating and favourable work environment for researchers.
  • The CTTC is located in the beautiful Mediterranean Technological Park of Castelldefels, a science park that houses the Polytechnic University of Catalonia, research institutions, innovative companies and startups. The PMT-UPC is located 10 minutes' walk from the beach and the city center of Castelldefels, also close to childcare centers, public schools and the best international schools. It can be reached by car, train (RENFE) and various bus lines.
  • We have 2 buildings on campus, with stateoftheart facilities, comfortable work spaces, meeting rooms, and multipurpose spaces, as well as social spaces.
  • The institute has
    a multicultural environment with more than 130 members (scientific, technical and administrative staff) from all over the world.


CTTC offers and promotes a diverse and inclusive environment and welcomes applicants regardless of age, disability, gender, national origin, race, religion, or sexual orientation.


ANNEX

PhD Fellowship in 'Advanced Artificial Intelligence/Machine Learning Techniques for
Massive MIMO in 6G Communication Systems**
PROJECT DESCRIPTION
As 5G deployments get underway, the focus of wireless research is

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