Publications

T. Martin, and F. Allgöwer. Data-driven system analysis of nonlinear systems using polynomial approximation. IEEE Trans. Automat. Control (accepted), 2022. [PUMA: EXC2075 PN4 PN4-2 preprint unclear]

Wei Luo, Jingshan Chen, Henrik Ebel, and Peter Eberhard. Time-Optimal Handover Trajectory Planning for Aerial Manipulators based on Discrete Mechanics and Complementarity Constraints. 2022. [PUMA: EXC2075 PN4 PN4-4 preprint unclear] URL

Carsten Scherer. Dissipativity and Integral Quadratic Constraints, Tailored computational robustness tests for complex interconnections. IEEE Control Systems Magazine (to appear), 2022. [PUMA: EXC2075 PN4 PN4-3 preprint unclear] URL

Tobias Holicki, and Carsten W. Scherer. Data-Based Refinement of Parametric Uncertainty Descriptions. submitted for publication, 2023. [PUMA: EXC2075 PN4 PN4-3(II) preprint unclear]

Christian A. Rösinger, and Carsten W. Scherer. Gain-Scheduling Controller Synthesis for Networked Systems with Full Block Scalings. 2023. [PUMA: EXC2075 PN4 PN4-3(II) preprint unclear]

Hannah Häring, Dennis Gramlich, Christian Ebenbauer, and Carsten W. Scherer. Trajectory Generation for the Unicycle Model Using Semidefinite Relaxations. accepted for publication, 2024. [PUMA: EXC2075 PN4 PN4-3(II) preprint unclear]

Dennis Gramlich, Christian Ebenbauer, and Carsten W. Scherer. Synthesis of Accelerated Gradient Algorithms for Optimization and Saddle Point Problems using Lyapunov functions. Syst. Control Lett., (165)2022. [PUMA: EXC2075 PN4 PN4-3 unclear] URL

Denis Pfeifer, Andreas Baumann, Marco Giani, Christian Scheifele, and Jörg Fehr. Hybrid Digital Twins Using FMUs to Increase the Validity and Domain of Virtual Commissioning Simulations. Advances in Automotive Production Technology – Towards Software-Defined Manufacturing and Resilient Supply Chains, Springer, 2023. [PUMA: EXC2075 PN4 PN7 PN7-6 PN7-6(II) unclear]

Dennis Gramlich, Carsten W. Scherer, and Christian Ebenbauer. Robust Differential Dynamic Programming. 61st IEEE Conf. Decision and Control, 2022. [PUMA: EXC2075 PN4 PN4-3 unclear]

T. Martin, and F. Allgöwer. Iterative data-driven inference of nonlinearity measures via successive graph approximation. Proceedings 59th IEEE Conference Decision and Control (CDC), 4760-4765, Jeju, South Korea, 2020. [PUMA: EXC2075 PN4 PN4-2 unclear]

Dennis Gramlich, Christian Ebenbauer, and Carsten W. Scherer. Synthesis of Accelerated Gradient Algorithms for Optimization and Saddle Point Problems using Lyapunov functions. System Control Letters, (165)2022. [PUMA: EXC2075 PN4 PN4-3 unclear] URL

Tobias Holicki, and Carsten W. Scherer. Stability Analysis and Output-Feedback Synthesis of Hybrid Systems Affected by Piecewise Constant Parameters via Dynamic Resetting Scalings. Nonlinear Analysis: Hybrid Systems, (34):179-208, 2019. [PUMA: EXC2075 PN4 PN4-3 unclear] URL

Christian Fiedler, Carsten W. Scherer, and Sebastian Trimpe. Learning-enhanced robust controller synthesis with rigorous statistical and control-theoretic guarantees. 60th IEEE Conference Decision and Control, 2021. [PUMA: EXC2075 PN4 PN4-3 unclear]

D. Persson, A. Koch, and F. Allgöwer. Probabilistic H2-norm estimation via Gaussian process system identification. Proceedings 21st IFAC World Congress, 431-436, Berlin, Germany, 2020. [PUMA: EXC2075 PN4 PN4-2 unclear]

T. Martin, and F. Allgöwer. Data-driven inference on optimal input-output properties of polynomial systems with focus on nonlinearity measures. IEEE Transactions on Automatic Control, (68)5:2832 - 2847, 2023. [PUMA: EXC2075 PN4 PN4-2(II) merged unclear]

A. Romer, J. M. Montenbruck, and F. Allgöwer. Data-driven inference of conic relations via saddle-point dynamics. Proceedings 9th IFAC Symposium Robust Control Design (ROCOND), 586-591, Florianópolis, Brazil, 2018. [PUMA: EXC2075 PN4 PN4-2 unclear]

T. Holicki, and C. W. Scherer. IQC based analysis and estimator design for discrete-time systems affected by impulsive uncertainties. Nonlinear Analysis: Hybrid Systems, (50):101399, 2023. [PUMA: EXC2075 PN4 PN4-3(II) unclear]

A. Koch, J. Berberich, and F. Allgöwer. Verifying dissipativity properties from noise-corrupted input-state data. Proceedings 59th IEEE Conference on Decision and Control (CDC), 616-621, Jeju, South Korea, 2020. [PUMA: EXC2075 PN4 PN4-2 unclear]

T. Holicki, C. W. Scherer, and S. Trimpe. Controller Design via Experimental Exploration with Robustness Guarantees. IEEE Control Systems Letters, (5)2:641 - 646, 2021. [PUMA: EXC2075 PN4 PN4-3 unclear] URL

Robin Strässer, Julian Berberich, and Frank Allgöwer. Robust data-driven control for nonlinear systems using the Koopman operator. Proceedings of the 22nd IFAC World Congress, (56)2:2257-2262, 2023. [PUMA: EXC2075 PN4 unclear]