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eess.SY2025
Passive Lifted FIR Filters for Nonlinear System Identification
Zixing Wang, Fulvio Forni
Passivity is a fundamental property of physical systems. In data-driven modeling, ensuring that a learned model preserves this structural property is critical to avoiding instabili…
eess.SY2025
Collaborative Drill Alignment in Surgical Robotics
Daniel Larby, Joshua Kershaw, Matthew Allen +1
Robotic assistance allows surgeries to be reliably and accurately executed while still under direct supervision of the surgeon, combining the strengths of robotic technology with t…
eess.SY2024
Dissipative iFIR filters for data-driven design
Zixing Wang, Yi Zhang, Fulvio Forni
We tackle the problem of providing closed-loop stability guarantees with a scalable data-driven design. We combine virtual reference feedback tuning with dissipativity constraints…