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Volume 17 Issue 1
Jan.  1995
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Shi Yaowu, Dai Yisong, Gong Wenbin. CROSS-SPECTRAL MOMENT AND SVD METHODS ESTIMATING THE PARAMETERS OF CLOSE SINUSOIDS IN COLORED NOISE[J]. Journal of Electronics & Information Technology, 1995, 17(1): 13-19.
Citation: Shi Yaowu, Dai Yisong, Gong Wenbin. CROSS-SPECTRAL MOMENT AND SVD METHODS ESTIMATING THE PARAMETERS OF CLOSE SINUSOIDS IN COLORED NOISE[J]. Journal of Electronics & Information Technology, 1995, 17(1): 13-19.

CROSS-SPECTRAL MOMENT AND SVD METHODS ESTIMATING THE PARAMETERS OF CLOSE SINUSOIDS IN COLORED NOISE

  • Received Date: 1993-04-13
  • Rev Recd Date: 1993-10-29
  • Publish Date: 1995-01-19
  • The Cross-spectral estimation methods are efficient in estimating the parameters of sinusoidal signals embedded in colored noise. But up to now there are only FFT and Cross-periodogram methods used in cross-spectral estimation. This paper introduces the modern auto-spectral estimation methods into cross-spetral estimation. The cross-correlation based Yule-Walker equation is proposed theoretically and the Moment and SVD algorithms for cross-spectral estimation are developed on the base. Finally a numerical example is given for comparing the presented methods with the well known Cadzow's SVD method.
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  • Sakar H. Estimation of Frequencies of Sinusoids in Colored Noise, Proc. 1CASSP-86 Tokyo, Japan, 1986, 177-180.Sherman P J, et al. High Resolution Spectral Estimation of Sinusoids in Colored NOLSC Using A Modified Pisarenko Decomposition, Proc. ICASSP-86 Tokyo. Japan, 1986, 181-184.[2]Chatterjee C, et al. IEEE Trans. on ASSP, 1987, ASSP-35(3): 328-337.[3]Padopulos C K, et al. IEEE Trans. on ASSP, 1990 ASSP-38(8): 1424-1436.[4]Ferrari A, et al. Estimation of the Frequencies of A Complex Sinusoidal Noisy Signal Using Fourth Order Statistics, Proc. ICASSP Toronto, Canada: 1991. 3457-3460.[5]Dai Yisong. Int[J].J. Electron.1991, 71(1):45-53[6]Ono T, et al. Journal of the Acoustical Society of Japan, 1988, 44(2): 91-95.[7]Lee Y, et al. A Cross-Power Spectral Method for Improved Measurement of Film Noise Power[8]Spectra, Proceedings of the SPIE-The Int. Soc. for Optical Engineering, Vol. 767, pt. 1, pp. 250-258.[9]戴逸松,石要武.电工技术学报,1992,(2): 38-42.[10]周荫清. 随机信号处理,北京:北京航空学院出版社,1987: pp.125.[11]黄登山.电子学报,1993,21(4): 101-104.[12]Cadzow J A, et al. IEE Proc.-F, 1983, 130(8): 202-210.
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