2 papers
eess.SY2024
Kernel-Based Regularized Continuous-Time System Identification from Sampled Data
Xiaozhu Fang, Biqiang Mu, Tianshi Chen
The identification of continuous-time (CT) systems from discrete-time (DT) input and output signals, i.e., the sampled data, has received considerable attention for half a century.…
eess.SY2024
A Local Gaussian Process Regression Approach to Frequency Response Function Estimation
Xiaozhu Fang, Yu Xu, Tianshi Chen
Frequency response function (FRF) estimation is a classical subject in system identification. In the past two decades, there have been remarkable advances in developing local metho…