PhD Position in mmWave Radar and Machine Learning for Privacy-Aware Monitoring Systems
5 uur geleden
We are seeking a highly motivated PhD researcher to join our team at TU Delft to work on a project that aims to design privacy-aware monitoring systems using mmWave radars and machine learning. The goal of this project is to create a system that monitors a given area without compromising individual privacy.
Monitoring is a critical aspect of smart homes, buildings, and cities, and it is essential to ensure that these systems are designed with privacy in mind. Current monitoring systems often rely on cameras, which can be a concern for citizens. Our project aims to investigate alternative monitoring platforms that do not provide personalized information, even if they are hacked.
The PhD researcher will work on the intersection of deep learning and embedded systems to develop a system that is accurate, yet works with limited computational and energy resources. The research will involve designing the embedded system, optimizing machine learning models, and connecting with edge and cloud services.
The successful candidate will have a Master's degree in Electrical Engineering, Electronic Engineering, Computer Science, or a closely related field. A solid knowledge of embedded systems and/or deep learning is required. Prior knowledge of mmWave radars is a plus, but not necessary.
The PhD researcher will be part of a joint collaboration with Signify, a leading Dutch company, and will spend around 80% of their time in Delft and the remaining time in Eindhoven.
Requirements- Master's degree in Electrical Engineering, Electronic Engineering, Computer Science, or a closely related field
- Solid knowledge of embedded systems and/or deep learning
- Good English language proficiency
- Team player personality
The PhD researcher will be offered a 4-year period of employment in principle, but in the form of 2 employment contracts. An initial 1.5-year contract with an official go/no-go progress assessment within 15 months, followed by an additional contract for the remaining 2.5 years assuming everything goes well and performance requirements are met.
Salary and benefits are in accordance with the Collective Labour Agreement for Dutch Universities, increasing from € 2,872,- per month in the first year to € 3,670,- in the fourth year.
The TU Delft offers a customizable compensation package, discounts on health insurance, and a monthly work costs contribution. Flexible work schedules can be arranged.
About TU DelftTU Delft is a top international university combining science, engineering, and design. It delivers world-class results in education, research, and innovation to address challenges in the areas of energy, climate, mobility, health, and digital society.
At TU Delft, we value diversity and actively work to create an inclusive environment where everyone feels at home and can flourish. We believe that this makes our work more innovative, the TU Delft community more vibrant, and the world more just.
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Delft, Zuid-Holland, Nederland TU Delft VoltijdJob Description**Mission:**We are seeking a highly motivated PhD researcher to join our team at TU Delft to work on a project that aims to design and develop a privacy-aware monitoring system using mmWave radars and machine learning techniques.**Background:**Monitoring is a critical aspect of smart homes, buildings, and cities, but traditional monitoring...
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Delft, Zuid-Holland, Nederland TU Delft VoltijdJob DescriptionWe are seeking a highly motivated PhD researcher to join our team at TU Delft to work on a project that aims to design privacy-aware monitoring systems using mmWave radars and machine learning. The goal of this project is to create a system that monitors a given area without compromising individual privacy.Monitoring is a critical aspect of...
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