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Volume 18 Issue 6
Nov.  1996
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Mao Yongcai, Bao Zheng. NONPARAMETRIC SPECTRAL ESTIMATORS FOR SECOND ORDER (ALMOST) CYCLOSTATIONARY COMPLEX PROCESSES[J]. Journal of Electronics & Information Technology, 1996, 18(6): 574-581.
Citation: Mao Yongcai, Bao Zheng. NONPARAMETRIC SPECTRAL ESTIMATORS FOR SECOND ORDER (ALMOST) CYCLOSTATIONARY COMPLEX PROCESSES[J]. Journal of Electronics & Information Technology, 1996, 18(6): 574-581.

NONPARAMETRIC SPECTRAL ESTIMATORS FOR SECOND ORDER (ALMOST) CYCLOSTATIONARY COMPLEX PROCESSES

  • Received Date: 1994-12-13
  • Rev Recd Date: 1995-10-24
  • Publish Date: 1996-11-19
  • Second-order almost cyclostationary complex processes are complex random signals with almost periodically time-varying statistics. Smoothed periodograms are proposed for discrete-time complex 2nd-order cyclostationary processes as cyclic spectral estimation and are shown to be consistent. Asymptotic covariance expressions are derived along with their computable forms.
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  • Dandawate A V,Giannakis G B. IEEE Trans. on IT, 1994, IT-40(1):67-84.[2]Brillinger D R. Time Series: Data Analysis and Theory. San Francisco, CA: Holden-Day, 1981,1-30.[3]Brillinger D R, Rosenblatt M. Asymptotic Theory of Estimates of k-th Order Spectra, in Spectral Analysis of Time Series, ed. B. Harris, New York: Wiley, 1967, 153-188.[4]Swami A. Signal Processing, 1994, 36(3):355-373.
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