PhD Fellowship in Semantic Information and Communication Methods for Wireless Sensors with Control

Oslo universitetssykehus Se alle jobber

  • Oslo
  • kr 550.800-595.000 pr år
  • Fast
  • Fulltid
  • 3 dager siden
About the positionTechnology and Innovation Clinic (TIK), The Intervention Centre (see: http://www.ivs.no), Section for Medical Information and Communication Technology at Oslo University Hospital offers a full-time PhD Fellowship. The recruited PhD Fellow will be part of the of Professor Ilangko Balasingham and will be enrolled in the PhD program at the University of Oslo.About the Research Project
The fellowship is part of the research project “Semantic-Aware Wireless Body Sensor-Actuator Networks (SCOPE),” funded by the Research Council of Norway with 12 MNOK award.This project is conducted by a supervisory team from the Intervention centre (IVS), Oslo University Hospital (Rikshospitalet), and collaborating research groups in the Denmark and the UK.The SCOPE project explores semantic communication for next-generation wireless sensor-actuator networks, focusing on transmitting and acting on the most meaningful information rather than raw data. The research will develop a semantic feature-based control framework to improve efficiency, reliability, and real-time responsiveness in wireless body sensor-actuator networks (used in digital healthcare applications).About the PhD project
The PhD project explores the development and implementation of a semantic wireless body sensor-actuator network exploiting deep learning networks. This would include:
  • Developing a semantic-aware framework for dynamic allocation of energy, bandwidth, and computational resources in wireless body sensor-actuator networks.
  • Designing and investigating a semantic control mechanism for closed-loop wireless body sensor-actuator networks.
  • Designing and evaluating architectural and signal-processing strategies to enable communication between sensors, server, and actuators within a semantic communication framework.
Contact Information
  • Main supervisor: Dr. Mohammad Zoofaghari mohzoo@ous-hf.no Intervention centre, Oslo University Hospital
  • Co-supervisors: Prof. Ilangko Balasingham i.s.balasingham@ous-research.no & Dr. Mladen Veletić mlavel@ous-hf.no Intervention centre, Oslo University Hospital
Oslo University Hospital is a workplace with great diversity. We believe this is crucial for solving our tasks in the best possible way. We want this diversity to be reflected among the applicants for our positions, and we encourage all qualified candidates, regardless of background, to apply!Key informationApplication deadline:03.05.2026Employer:Oslo universitetssykehus HFTown/city:OsloTitle:PhD Fellowship in Semantic Information and Communication Methods for Wireless Sensors with ControlPositions:1Full-time/part-time:Full-timeEmployment type:RegularPercentage of full-time:100Webcruiter ID:5111798015Social sharing :ResponsibilitiesThe PhD candidate will:
  • Conduct research in deep learning for the semantic communication
  • Design models for resource allocation for semantic wireless sensor-actuator network.
  • Develop semantic control model for a closed loop sensor-actuator system
  • Contribute to scientific publications and collaborative research activities
QualificationsRequired Qualifications:
  • MSc degree in Computer Science, Electrical Engineering, Biomedical Engineering or a related field (120 ECTS), including a thesis
  • BSc degree (180 ECTS)
  • Strong academic performance (minimum grade B; A preferred)
  • Master's thesis graded B or better (Norwegian system or equivalent)
Strong background in:
  • Programming skills in Python and/or MATLAB
  • Machine Learning / Deep Learning
  • Knowledge of optimization methods, control theory, and signal processing is highly desirable.
  • Experience with wireless communication systems, sensor networks, or biomedical data analysis will be considered an advantage.
  • Publication record is an advantage.
Perferred Qualifications:Language Requirements:Applicants who are not proficient in a Scandinavian language must document English proficiency through one of the following:
  • TOEFL: ≥ 600 (paper-based) or ≥ 92 (internet-based)
  • IELTS (Academic): ≥ 6.5 (no section below 5.5)
  • Cambridge CAE/CPE: Grade A or B
Personal Qualities:
  • Ability to work independently and collaboratively
  • Structured, precise, and adaptable working style
  • Strong communication and teamwork skills
  • Positive attitude and ability to manage a dynamic work environment
  • High level of professionalism and work ethic
Oslo University Hospital values diversity and inclusion. We believe diversity strengthens our ability to solve complex challenges, and we encourage all qualified candidates to apply regardless of background.We Offer
  • A stimulating and internationally oriented research environment
  • A collaborative and inclusive workplace
  • Membership in the Norwegian Public Service Pension Fund
  • Family-friendly surroundings with excellent cultural and outdoor opportunities in Oslo
  • Employee benefits (e.g., professional development programs)
Salary
  • NOK 550,800 - 595,000 per year (depending on qualifications)
  • 2% pension contribution deducted
  • Salary stated before tax
Address: Sognsvannsveien 20, 0372 Oslo, NorwayContactsMohammad ZoofaghariCo-PI/main supervisorEmail: mohammad.zoofaghari@ous-hf.noIlangko BalasinghamSection leader/professor/project leaderEmail: ilangko.balasingham@ous-research.noAbout the employerOslo University Hospital is a highly specialised hospital in charge of extensive regional and local hospital assignments and the provision of high quality services for the citizens of Oslo. The hospital also has a nationwide responsibility for a number of national and multi-regional assignments and has several national centres of competence. The hospital is Scandinavia's largest and we each year carry out more than 1.2 million patient treatments. Oslo University Hospital is responsible for approximately 50 percent of all medical and healthcare research conducted at Norwegian hospitals and is a significant role player within the education of a large variety of health care personnel. We are an emergency hospital for East and Southern Norway and have national emergency assignments. The hospital has a total budget of NOK 17 billion. More than 20,000 employees are engaged with activities at more than 40 different locations.The University of Oslo is Norway's oldest and highest rated institution of research and education with 28 000 students and 7000 employees. Its broad range of academic disciplines and internationally esteemed research communities make UiO an important contributor to society. The Faculty of Medicine was established in 1814 and is the oldest medical faculty in Norway. The Faculty is organized into three basic units and has approximately 1,500 employees and about 2000 students. The Institute of Clinical Medicine (Klinmed) is one of three institutes under the Faculty. Klinmed is responsible for the Faculty's educational and research activities at Oslo University Hospital and Akershus University Hospital. With about 800 employees spread over approximately 425 man-labour years, Klinmed is the university's largest institute.

Oslo universitetssykehus