Lennart Puck
Papers
12
Total Citations
108
H-Index
6
About
Lennart Puck is a robotics researcher whose work sits at the intersection of real-time robotic control, autonomous systems, and intelligent robot health monitoring. His most influential contributions focus on modernizing robotic middleware infrastructure, particularly through advancing the Robot Operating System 2 (ROS2) for real-time, distributed control — a challenge central to replacing the rigid, black-box controllers that have long constrained industrial and research robotics. His papers on ROS2 real-time performance and time-synchronized distributed networks have garnered over 45 combined citations, establishing him as a notable voice in this rapidly evolving space. Beyond communication frameworks, Puck has made meaningful contributions to 3D environment mapping through his VDB-Mapping framework, enabling memory-efficient, high-resolution spatial representations for mobile robots. He has also pioneered approaches to robot self-awareness, developing unsupervised anomaly detection methods — including Gaussian Mixture Models and bidirectional Wasserstein GANs — to estimate robot health and diagnose faults in real time. His "Health-Tree" concept for risk-aware decision-making further reflects a consistent drive to make autonomous robots safer and more capable. With applications ranging from heterogeneous robot teams to assistive technology for ALS patients, Puck's research demonstrates both technical depth and meaningful real-world ambition.
Research Focus
Key Achievements
Top Papers
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- 6Distributed Active Learning for Semantic Segmentation on Walking Robots6 citations · 2021
- 7Risk Aware Robots - Health Estimation and Capability Selection5 citations · 2019
- 8Modular, Risk-Aware Mapping and Fusion of Environmental Hazards5 citations · 2020
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- 10Flexible, Personal Service Robot for ALS Patients4 citations · 2019