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ICASSP
2011
IEEE
9 years 3 months ago
On the identification of parametric underspread linear systems
Identiļ¬cation of time-varying linear systems, which introduce both time-shifts (delays) and frequency-shifts (Doppler-shifts), is a central task in many engineering applications...
Waheed U. Bajwa, Kfir Gedalyahu, Yonina C. Eldar
CORR
2010
Springer
205views Education» more  CORR 2010»
9 years 11 months ago
Identification of Underspread Linear Systems with Application to Super-Resolution Radar
Identification of time-varying linear systems, which introduce both time-shifts (delays) and frequencyshifts (Doppler-shifts) to the input signal, is one of the central tasks in m...
Waheed U. Bajwa, Kfir Gedalyahu, Yonina C. Eldar
CDC
2009
IEEE
221views Control Systems» more  CDC 2009»
10 years 3 months ago
Parametrization invariant covariance quantification in identification of transfer functions for linear systems
This paper adresses the variance quantification problem for system identification based on the prediction error framework. The role of input and model class selection for the auto-...
Tzvetan Ivanov, Michel Gevers
HYBRID
2010
Springer
10 years 1 months ago
Identifiability of discrete-time linear switched systems
In this paper we study the identifiability of linear switched systems (LSSs ) in discrete-time. The question of identifiability is central to system identification, as it sets the...
Mihály Petreczky, Laurent Bako, Jan H. van ...
AUTOMATICA
2010
167views more  AUTOMATICA 2010»
9 years 11 months ago
A new kernel-based approach for linear system identification
This paper describes a new kernel-based approach for linear system identification of stable systems. We model the impulse response as the realization of a Gaussian process whose s...
Gianluigi Pillonetto, Giuseppe De Nicolao
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