Minimum variance linear estimation of amplitudes for exponential signal models

Citation
Chj. Ying et Lc. Potter, Minimum variance linear estimation of amplitudes for exponential signal models, IEEE SIGNAL, 47(9), 1999, pp. 2522-2525
Citations number
15
Categorie Soggetti
Eletrical & Eletronics Engineeing
Journal title
IEEE TRANSACTIONS ON SIGNAL PROCESSING
ISSN journal
1053587X → ACNP
Volume
47
Issue
9
Year of publication
1999
Pages
2522 - 2525
Database
ISI
SICI code
1053-587X(199909)47:9<2522:MVLEOA>2.0.ZU;2-S
Abstract
This correspondence presents the minimum variance consistent Linear estimat or for amplitude parameters in exponential signal model. A simple heuristic algorithm is presented to compute the weighting matrix that minimizes erro r variance; the resulting weighted least-squares estimator accounts fur the statistics of pole estimation errors. Additionally, analysis of binary dia gonal weighting matrices demonstrates that for unweighted least-squares, th e amplitude variance is reduced by truncating the Vandermonde system of equ ations.