Work

Passive iFIR Filters for Data-Driven Control

Year: 2024
Type: article
Abstract: We consider the design of a new class of passive iFIR controllers given by the parallel action of an integrator and a finite impulse response filter. iFIRs are more expressive than PID controllers but retain their features and simplicity. The paper provides a model-free data-driven design for passive iFIR controllers based on virtual reference feedback tuning. Passivity is enforced through constrained optimization (three different formulations are discussed). The proposed design does not rely on large datasets or accurate plant models.
Authors: Zixing Wang, Yongkang Huo, Fulvio Forni
Language: English
Open Access status: green
OpenAlex ID: W4392736215
FWCI: 0.157
Cites: 21
Cited by: 1
Related to: 10