Poles identification of an analog filter for nuclear spectroscopy via subspace-based techniques

Citation
S. Bittanti et al., Poles identification of an analog filter for nuclear spectroscopy via subspace-based techniques, IEEE CON SY, 8(1), 2000, pp. 127-137
Citations number
20
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY
ISSN journal
10636536 → ACNP
Volume
8
Issue
1
Year of publication
2000
Pages
127 - 137
Database
ISI
SICI code
1063-6536(200001)8:1<127:PIOAAF>2.0.ZU;2-5
Abstract
In this paper, a method for the identification of the poles-zeros position of an analog amplifier for nuclear spectroscopy is presented. The proposed technique is based upon a subspace-based system state-space identification (4SID) method, which is well suited to a data set constituted by a noisy me asurement of the impulse response of the circuit. The 4SID method is comple mented with a preprocessing technique of the data, which improves the accur acy of the estimation. The identification method is tested both on simulate d and real data sets.