Do you believe radar signals hold the key to precisely understanding human activities? Join us and shape the future of sensing technology! You will leverage cutting-edge radar to reveal invisible patterns. This isn't just about developing algorithms, it's about laying the groundwork for smarter, more intuitive systems.
- During your internship, you will conduct measurement campaigns, utilizing a radar sensor setup to capture detailed micro-Doppler signatures of various human activities (e.g., walking, waving), gaining hands-on experience with advanced hardware.
- Moreover, you will be responsible for data acquisition and documentation, focusing on meticulously recording data in complex multi-target scenarios to lay the groundwork for crucial subsequent analysis.
- By diving deep into measurement data, you will apply and develop sophisticated signal processing algorithms to precisely extract and visualize micro-Doppler features.
- You will also critically evaluate and enhance existing state-of-the-art algorithms for feature extraction and activity classification, with a special focus on improving performance in challenging multi-target environments.
- A core task will be to innovate by developing novel and creative approaches to significantly improve the robustness, accuracy, and real-time capabilities of our activity detection systems.
- Finally, you will have the optional opportunity to explore AI/ML integration by investigating and potentially implementing machine learning techniques for robust activity classification, expanding your skills in this rapidly growing field.