Marie-Curie (MSCA) PhD position: Optimizing EMI monitoring through compressed sensing: reducing sensor deployment for efficient data acquisition (iSense - DC5)

At the M-Group at KU Leuven Bruges Campus, we are driving innovation in interconnected, intelligent mechatronic systems. A dedicated part of our team focuses on electromagnetic risk management, addressing the latest challenges in electromagnetic interference and advancing the future of this rapidly evolving field.
Website unit

Project

The iSense Doctoral Network is on a mission to train a new generation of experts to address the complex and ever-evolving electromagnetic environment. The focus? Tackling the problem of electromagnetic interference (EMI) through groundbreaking research and innovation. You’ll contribute to the development of next-gen EMI sensors, early-warning detection tools, and new modeling and testing strategies—ensuring the future of technology is interference-free.

In this PhD position (DC5), you will pioneer advancements in EMI monitoring by harnessing compressed-sensing techniques to (i) significantly reduce data demands for individual EMI sensors and (ii) strategically optimize both the number and placement of sensors, maximizing efficiency and performance.

Your mission:

• Develop and apply cutting-edge compressed sensing techniques to minimize the data stored and processed by individual EMI sensors.
• Identify the optimal number of sensors needed to achieve a comprehensive and accurate view of the EMI environment.
• Design and implement practical solutions that leverage compressed sensing for efficient capture, analysis, and management of EMI data..

Expected results:

• Successful implementation of compressed sensing techniques, leading to a significant reduction in the data requirements for individual EMI sensors.
• Creation of more streamlined, cost-effective, and adaptable sensor networks capable of efficiently monitoring and responding to changing EMI conditions..

Profile

We are seeking a highly motivated, enthusiastic, passionate, and communicative researcher who holds a Master of Science degree in electrical engineering and/or computer science, with outstanding academic achievements. Candidates should demonstrate a strong affinity for EMC, artificial intelligence and measurement techniques.

Offer

This is more than just a PhD position—it’s an opportunity to be part of an internationally recognized network of researchers through the MSCA iSense Doctoral Network (www.dn-isense.eu). As a PhD candidate, you will be based at KU Leuven’s Bruges Campus, with exciting secondments at the University of Twente and EMC Barcelona.

We offer:

• A fully funded 3-year PhD scholarship (extendable to 4 years).
• Specialized doctoral training to boost your expertise.
• Opportunities to collaborate in groundbreaking research and participate in international conferences.
• Access to state-of-the-art infrastructure and a range of university benefits (health insurance, etc.).
• A dynamic, passionate team of fellow PhD students and test engineers.

https://dn-isense.eu

Interested?

For more information please contact Mr. Dries Vanoost, tel.: +32 50 66 48 88, mail: dries.vanoost@kuleuven.be or Prof. dr. ir. Davy Pissoort, tel.: +32 50 66 48 49, mail: davy.pissoort@kuleuven.be.

KU Leuven strives for an inclusive, respectful and socially safe environment. We embrace diversity among individuals and groups as an asset. Open dialogue and differences in perspective are essential for an ambitious research and educational environment. In our commitment to equal opportunity, we recognize the consequences of historical inequalities. We do not accept any form of discrimination based on, but not limited to, gender identity and expression, sexual orientation, age, ethnic or national background, skin colour, religious and philosophical diversity, neurodivergence, employment disability, health, or socioeconomic status. For questions about accessibility or support offered, we are happy to assist you at this email address.