Efficient Algorithms for Computing the Capon and APES Filters
2007 (English)In: CONFERENCE RECORD OF THE FORTY-FIRST ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS & COMPUTERS / [ed] Matthews, MB, 2007, 427-430 p.Conference paper (Refereed)
The computation of the Capon and the amplitude and phase estimation (APES) filters; can be very time consuming. The burden lies not only in the inversion of the sample covariance matrix, but also in the matrix multiplications. In this paper, we propose an efficient algorithm for the computation of the above mentioned filters, using Cholesky factorization and fast Fourier transforms. Furthermore, we discuss and illustrate the benefits of using the proposed algorithms in the spectral analysis of data with missing samples.
Place, publisher, year, edition, pages
2007. 427-430 p.
IdentifiersURN: urn:nbn:se:kth:diva-47548DOI: 10.1109/ACSSC.2007.4487245ISI: 000257172900080ISBN: 978-1-4244-2109-1OAI: oai:DiVA.org:kth-47548DiVA: diva2:455649
41st Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA, NOV 04-07, 2007
QC 201111152011-11-102011-11-102011-11-15Bibliographically approved