Higher-order statistics for Rice's representation of cyclostationary signals

被引:14
作者
Izzo, L
Napolitano, A
机构
[1] Dipto. di Ingegneria Elettronica, Univ. di Napoli Federico II, I-80125 Napoli
关键词
cyclostationarity signals; higher-order statistics; Rice's representation;
D O I
10.1016/S0165-1684(96)00175-2
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The role played by the higher-order wide-sense cyclostationarity properties in Rice's representation of a signal is investigated. Specifically, formulas relating higher-order cyclic spectra of signals involved in Rice's representation of a signal exhibiting cyclostationarity are derived. It is shown that some known results relative to second-order cyclic spectra cannot be extended to higher orders. Furthermore, with reference to strictly band-limited signals, inclusion relationships for the spectral supports (in the space of the cycle and spectral frequencies) of the considered higher-order spectra are determined. Finally, as examples of application, the problem of cycloergodicity for the higher-order cyclic spectra of a quadrature amplitude modulated signal and the bandpass linear time-invariant system identification are considered. (C) 1997 Elsevier Science B.V.
引用
收藏
页码:279 / 292
页数:14
相关论文
共 27 条
[1]   ASYMPTOTIC THEORY OF MIXED TIME AVERAGES AND KTH-ORDER CYCLIC-MOMENT AND CUMULANT STATISTICS [J].
DANDAWATE, AV ;
GIANNAKIS, GB .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1995, 41 (01) :216-232
[2]   NONPARAMETRIC POLYSPECTRAL ESTIMATORS FOR KTH-ORDER (ALMOST) CYCLOSTATIONARY PROCESSES [J].
DANDAWATE, AV ;
GIANNAKIS, GB .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1994, 40 (01) :67-84
[3]   STATISTICAL TESTS FOR PRESENCE OF CYCLOSTATIONARITY [J].
DANDAWATE, AV ;
GIANNAKIS, GB .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1994, 42 (09) :2355-2369
[4]   APPLICATIONS OF CUMULANTS TO AWAY PROCESSING .1. APERTURE EXTENSION AND ARRAY CALIBRATION [J].
DOGAN, MC ;
MENDEL, JM .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1995, 43 (05) :1200-1216
[5]  
Gardner W.A., 1988, STAT SPECTRAL ANAL N
[6]   RICE REPRESENTATION FOR CYCLOSTATIONARY PROCESSES [J].
GARDNER, WA .
IEEE TRANSACTIONS ON COMMUNICATIONS, 1987, 35 (01) :74-78
[7]   THE CUMULANT THEORY OF CYCLOSTATIONARY TIME-SERIES .1. FOUNDATION [J].
GARDNER, WA ;
SPOONER, CM .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1994, 42 (12) :3387-3408
[8]   FRACTION-OF-TIME PROBABILITY FOR TIME-SERIES THAT EXHIBIT CYCLOSTATIONARITY [J].
GARDNER, WA ;
BROWN, WA .
SIGNAL PROCESSING, 1991, 23 (03) :273-292
[9]  
GARDNER WA, 1990, NOV P INT S INF THEO, P355
[10]  
Gardner WA, 1994, CYCLOSTATIONARITY CO