Postdoctoral Researcher in Machine Learning for Sensing and Fiber-Optical Communications

4 weken geleden


Eindhoven, Noord-Brabant, Nederland Eindhoven University of Technology Voltijd

Job Description

Transforming existing optical fiber networks into powerful distributed sensor networks is the focus of this project. As a postdoctoral researcher, you will lead research in this area, provide guidance to students, and develop innovative concepts. The research involves developing novel theoretical simulation models and devising advanced signal-processing algorithms for better detection and localization accuracy. A particular emphasis will be placed on the application of emerging machine learning and data-driven techniques to optimize communication performance and sensing accuracy.

Key Responsibilities

  • Conduct independent academic research in machine learning and optical fiber networks.
  • Develop novel theoretical simulation models and signal-processing algorithms.
  • Apply machine learning and data-driven techniques to optimize communication performance and sensing accuracy.
  • Collaborate with students and other researchers to achieve project goals.

Requirements

  • PhD in Electrical Engineering or a related field.
  • Strong background in signal processing, communication theory, and machine learning.
  • Comprehensive understanding of physical-layer communications and experience with optical channel models.
  • Excellent proficiency in written and verbal English, along with strong communication and leadership skills.

What We Offer

  • Full-time employment for 8 months.
  • Salary in accordance with the Collective Labour Agreement for Dutch Universities, scale 10.
  • High-quality training programs on general skills, didactics, and topics related to research and valorization.
  • Excellent technical infrastructure, on-campus children's day care, and sports facilities.


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