Intelligent Control Systems Video Members Publications

Event-based Wireless Control of Cyber-physical Systems

Wirelesscontrolsystem 1
Schematic of the cyber-physical testbed developed within this project to investigate novel approaches for feedback control over wireless networks. A wireless multi-hop network connects multiple physical cart-pole systems. Each of the wireless nodes is implemented by a Dual Processor Platform, which combines an application and a communication processor for end-to-end-real-time operation. The testbed can be flexibly used to study, for example, stabilization and synchronization over wireless, which are relevant for control in CPSs in general.

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Publications

Intelligent Control Systems Conference Paper Feedback Control Goes Wireless: Guaranteed Stability over Low-power Multi-hop Networks Mager, F., Baumann, D., Jacob, R., Thiele, L., Trimpe, S., Zimmerling, M. In Proceedings of the 10th ACM/IEEE International Conference on Cyber-Physical Systems, :97-108, 10th ACM/IEEE International Conference on Cyber-Physical Systems, April 2019 (Published) arXiv PDF DOI BibTeX

Intelligent Control Systems Autonomous Learning Conference Paper Deep Reinforcement Learning for Event-Triggered Control Baumann, D., Zhu, J., Martius, G., Trimpe, S. In Proceedings of the 57th IEEE International Conference on Decision and Control (CDC), :943-950, 57th IEEE International Conference on Decision and Control (CDC), December 2018 (Published) arXiv PDF DOI BibTeX

Intelligent Control Systems Conference Paper Event-triggered Learning for Resource-efficient Networked Control Solowjow, F., Baumann, D., Garcke, J., Trimpe, S. In Proceedings of the American Control Conference (ACC), :6506 - 6512, American Control Conference, June 2018 (Published) arXiv PDF DOI BibTeX

Intelligent Control Systems Conference Paper Evaluating Low-Power Wireless Cyber-Physical Systems Baumann, D., Mager, F., Singh, H., Zimmerling, M., Trimpe, S. In Proceedings of the IEEE Workshop on Benchmarking Cyber-Physical Networks and Systems (CPSBench), :13-18, IEEE Workshop on Benchmarking Cyber-Physical Networks and Systems (CPSBench), April 2018 (Published) arXiv PDF DOI BibTeX

Intelligent Control Systems Poster Poster Abstract: Toward Fast Closed-loop Control over Multi-hop Low-power Wireless Networks Mager, F., Baumann, D., Trimpe, S., Zimmerling, M. Proceedings of the 17th ACM/IEEE Conference on Information Processing in Sensor Networks (IPSN), :158-159, Porto, Portugal, April 2018 (Published) DOI BibTeX

Autonomous Motion Intelligent Control Systems Conference Paper Predictive and Self Triggering for Event-based State Estimation Trimpe, S. In Proceedings of the 55th IEEE Conference on Decision and Control (CDC), :3098-3105, Las Vegas, NV, USA, December 2016 (Published) arXiv PDF DOI BibTeX