Marie-Curie (MSCA) PhD position: Optimizing EMI monitoring through compressed sensing: reducing sensor deployment for efficient data acquisition (iSense - DC5)
Il y a 2 mois
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.
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..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.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.-
Bruges, Belgique KU Leuven Temps pleinWe are seeking a highly motivated, enthusiastic, passionate, and communicative researcher who holds a Master of Science degree in electrical engineering, with outstanding academic achievements. Candidates should demonstrate a strong affinity for RF measurements and EMC.The iSense Doctoral Network is on a mission to train a new generation of experts to...
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Bruges, Belgique KU Leuven Temps pleinWe 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, machine learning and artificial intelligence.The iSense Doctoral Network is on a...
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