ASYMPTOTIC MOMENTS OF ESTIMATED CYCLIC CORRELATION-MATRICES

Authors
Citation
Sv. Schell, ASYMPTOTIC MOMENTS OF ESTIMATED CYCLIC CORRELATION-MATRICES, IEEE transactions on signal processing, 43(1), 1995, pp. 173-180
Citations number
22
Categorie Soggetti
Acoustics
ISSN journal
1053587X
Volume
43
Issue
1
Year of publication
1995
Pages
173 - 180
Database
ISI
SICI code
1053-587X(1995)43:1<173:AMOECC>2.0.ZU;2-N
Abstract
The first and second moments of the cyclic cross-correlogram matrix of two vector-valued cyclostationary processes are derived in this paper . These results generalize those of Hurd to accommodate incommensurate cycle frequencies and complex vector-value discrete-time nonGaussian processes. As an example application of the results, the moments of th e left singular vectors of the cyclic cross-correlogram matrix are der ived, which are needed in the performance analysis of subspace-fitting methods of direction-of-arrival estimation for cyclostationary signal s, including even those methods that do not exploit cyclostationarity but are often applied in practice to cyclostationary signals.