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Efficient Algorithms for Computing the Capon and APES Filters
Uppsala University, Disciplinary Domain of Science and Technology, Mathematics and Computer Science, Department of Information Technology, Automatic control.
2007 (English)In: CONFERENCE RECORD OF THE FORTY-FIRST ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS & COMPUTERS, VOLS 1-5 / [ed] Matthews, MB, 2007, 427-430 p.Conference paper (Refereed)
Abstract [en]

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.
National Category
Engineering and Technology
URN: urn:nbn:se:uu:diva-12810ISI: 000257172900080ISBN: 978-1-4244-2109-1OAI: oai:DiVA.org:uu-12810DiVA: diva2:40579
41st Asilomar Conference on Signals, Systems and Computers Pacific Grove, CA, NOV 04-07, 2007
Available from: 2008-01-16 Created: 2008-01-16 Last updated: 2011-04-21Bibliographically approved

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