Hardware/Software Codesign
You can find more information about the working group here.
Currently are no student thesis topics available.
Industrial Informatics
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- Cybersecurity Norm TISAX for SMEs
- Digital Badges and Certification System
- Automotive Cybersecurity Assessment Tool Feature
- Spasm detection in gait trainer based on force measurements
- Gait Analysis using smartsoles
- Adaptive testing of embedded real-time systems
- Lane Detection: Unleashing the Power of Raspberry Pi in Automotive World
Embedded Learning and Sensing Systems
You can find more information about the working group here.
- Does Merging Channels Amplify Bias in DNNs?
- Advanced Machine Learning for In-Car Display Monitoring [paid thesis]
- Integration of Spatiotemporal Data into LLMs
- AI-Driven Vehicle Data Integration
- Multimodal Dataset Distillation for Efficient Learning
- Physics-Informed Neural Networks for Modeling Aging of Lithium-Ion Batteries
- Optimizing Battery Testing for Electric Vehicles: A Machine Learning Approach to Lab Management [paid thesis]
- A Pre-trained Transformer Model for Animal Behavior
- Cyber Security Testing Using Large Language Models (LLMs)
- Open-Source Cyber Ranges for Security Exercises in OT Environments
- Log File Analysis with LLMs for Pre-Processing in ML-Based Intrusion Detection Systems
- Developing an Operational Technology (OT) Honeypot for Cybersecurity Research
- AI-Powered Cyber Security Testing
Low-Power Embedded Networked Systems
You can find more information about the working group here.
- Speaker Distress Detection using Low-Power Embedded IoT Devices [paid thesis]
- Robust Speaker Recognition for Deeply Embedded IoT Devices [paid thesis]
- Centimetre-Accurate Ranging in Non-Line-of-Sight Conditions [paid thesis]
- Maximizing the Coexistence of Co-Located UWB Devices
- Simulating the Performance of IoT Protocols using Data Collected on Real-World Testbeds
- Towards Location-Aware BLE Devices
- Studying the Impact of Wi-Fi 7 Traffic on the Performance of UWB Devices
- Leveraging Graph Neural Networks to Parametrize IoT Protocols
- Towards Low-Latency, High-Fidelity Wireless Audio
Enabling Highly Safe and Secure BLE CommunicationUsing the Next-Generation UWB Devices to Design Location-Aware IoT ApplicationsDetecting and Mitigating Coexistence Problems through RF Spectrum AnalysisTowards BLE-enabled PacemakersFuture-Proofing Implicit Certificates: Ensuring Post-Quantum Security in IoTBuilding a Low-Power Wireless "Smart Office Labelling System"Benchmarking Geographically-Distributed Low-Power Wireless Systems
Cognitive Products
You can find more information about the working group here.
- Radar-Camera-Fusion
- Understanding Safety through Image-to-Text LLM
- Application of LLMs in Automated Testing of PLC Code
- Naming Standardization for PLC and Automation Systems
- Autonomous RC-Car with UWB Localization
- Explaining Degradation of Machinery with Causal Analytics
- Cognitive Eye Tracking to Perceive Critical Situations
- Mitigating Catastrophic Forgetting in Continual Learning: A Data-centric Approach
- Semantic Monitoring and Copilot for Test drives
- Object Tracking for Conveyor Belts in Sorting Sites
- Tactile Internet and Haptic Feedback for Hand-Gesture Recognition
- Generating Safety Concepts with Large-Language-Models
- Data Analysis, Processing, and Algorithms for Weather and GHG reduction
- Exploring the Learning Factory for Automation and Process Optimizations
- Acoustic Anomaly Detection for Machine Condition Monitoring