Combining Capon and APES for estimation of spectral lines

Citation
A. Jakobsson et P. Stoica, Combining Capon and APES for estimation of spectral lines, CIRC SYST S, 19(2), 2000, pp. 159-169
Citations number
17
Categorie Soggetti
Eletrical & Eletronics Engineeing
Journal title
CIRCUITS SYSTEMS AND SIGNAL PROCESSING
ISSN journal
0278081X → ACNP
Volume
19
Issue
2
Year of publication
2000
Pages
159 - 169
Database
ISI
SICI code
0278-081X(2000)19:2<159:CCAAFE>2.0.ZU;2-K
Abstract
We propose combining the Capon and the APES spectral estimators for estimat ion of both the amplitude and the frequency of spectral lines. The so-obtai ned estimator does not suffer from Capon's biased amplitude estimates nor f rom APES' biased frequency estimates or resolution problem. Furthermore, th e combined estimator is computationally simpler than APES and has about the same complexity as Capon. Numerical simulations are presented illustrating the increased performance.