Kernels for Linear Time Invariant System Identification
نویسندگان
چکیده
منابع مشابه
Kernels for linear time invariant system identification
In this paper, we study the problem of identifying the impulse response of a linear time invariant (LTI) dynamical system from the knowledge of the input signal and a finite set of noisy output observations. We adopt an approach based on regularization in a Reproducing Kernel Hilbert Space (RKHS) that takes into account both continuous and discrete time systems. The focus of the paper is on des...
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ژورنال
عنوان ژورنال: SIAM Journal on Control and Optimization
سال: 2015
ISSN: 0363-0129,1095-7138
DOI: 10.1137/130920319