DocumentCode :
2024460
Title :
Spectra of multidimensional complex improper (almost) cyclostationary processes
Author :
Wahlberg, P. ; Schreier, P.J.
Author_Institution :
Sch. of Electr. Engr & Comput. Sci., Univ. of Newcastle, Newcastle, NSW
fYear :
2007
fDate :
24-29 June 2007
Firstpage :
971
Lastpage :
975
Abstract :
We analyze the spectral measure and complementary spectral measure for strongly harmonizable cyclostationary and almost cyclostationary multidimensional complex improper processes. We show that the off-diagonal components of the spectral measure are absolutely continuous with respect to the diagonal component, which is a generalization of a result for scalar processes. For scalar almost cyclostationary processes, we derive representation formulas for the complementary spectral measure and the off-diagonal components of the spectral measure, in terms of the diagonal component of the spectral measure. These results are similar to the cyclostationary case, with some modifications concerning the off-diagonal components of the complementary spectral measure.
Keywords :
correlation methods; spectral analysis; stochastic processes; almost cyclostationary process; complementary spectral measure; correlation function; multidimensional complex improper cyclostationary process; scalar process; spectral measure; stochastic process; Australia; Communications technology; Computer science; Frequency domain analysis; Frequency measurement; Lattices; Multidimensional systems; Periodic structures; Spectral analysis; Stochastic processes;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Theory, 2007. ISIT 2007. IEEE International Symposium on
Conference_Location :
Nice
Print_ISBN :
978-1-4244-1397-3
Type :
conf
DOI :
10.1109/ISIT.2007.4557350
Filename :
4557350
Link To Document :
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