FIR System Identification Using Fourth-Order Cumulants with Application to Channel Equalization

IEEE Transactions on Automatic Control

Volumn 38, Issue 9, 1993, Pages 1394-1398

  Porat, Boaz ^a   Friedlander, Benjamin ^b  

^a TECHNION ISRAEL INSTITUTE OF TECHNOLOGY   (Israel)

^b UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMMUNICATION CHANNELS (INFORMATION THEORY); COMPUTATIONAL COMPLEXITY; COMPUTATIONAL METHODS; CONVERGENCE OF NUMERICAL METHODS; DIGITAL FILTERS; EQUALIZERS; FREQUENCY RESPONSE; IDENTIFICATION (CONTROL SYSTEMS); LEAST SQUARES APPROXIMATIONS; MATHEMATICAL MODELS; MATRIX ALGEBRA;

BLIND EQUALIZATION; DIGITAL COMMUNICATION CHANNELS; FOURTH ORDER OUTPUT CUMULANTS; FREQUENCY IMPULSE RESPONSE (FIR) SYSTEM;

DIGITAL CONTROL SYSTEMS;

EID: 0027659572     PISSN: 00189286     EISSN: 15582523     Source Type: Journal    
DOI: 10.1109/9.237653     Document Type: Article

References (6)

1. J.M. Mendel, “Tutorial on higher order statistics (Spectra) in signal processing and system theory: Theoretical results and some applications,” Proc. IEEE, vol. 79, pp. 278–304, 1991.
2. G.B. Giannakis and J.M. Mendel, “Identification of nonminimum phase systems using higher order statistics,” IEEE Trans. Acoustics, Speech Signal Proc., vol. 37, pp. 360–377, 1989.
3. A. Swami and J.M. Mendel, “Closed-form recursive estimation of MA coefficients using autocorrelations and third-order cumulants,” IEEE Trans. Acoustics, Speech Signal Proc., vol. 37, pp. 1794–1795, 1989.
4. J.K. Tugnait, “Approaches to FIR system identification with noisy data using high-order statistics,” IEEE Trans. Acoustics, Speech Signal Proc., vol. 38, pp. 1307–1317, 1990.
5. B. Friedlander and B. Porat, “Asymptotically optimal estimation of MA and ARMA parameters of nongaussian processes from high-order moments,” IEEE Trans. Automat. Contr., vol. 35, pp. 27–35, 1990.
6. C.L. Nikias and R. Pan, “Nonminimum phase system identification via cepstrum modeling of higher order moments,” Proc. ICASSP-87, pp. 980–983, Dallas, TX, 1987.