FIR System Identification Using Higher Order Cumulants—A Generalized Approach

IEEE Transactions on Signal Processing

Volumn 43, Issue 12, 1995, Pages 3061-3065

  Srinivas, L ^a   Hari, K V S ^a  

^a INDIAN INSTITUTE OF SCIENCE   (India)

Author keywords

[No Author keywords available]

Indexed keywords

PARAMETER ESTIMATION; SIGNAL FILTERING AND PREDICTION; WHITE NOISE;

HIGHER ORDER CUMULANTS;

DIGITAL FILTERS;

EID: 0029540814     PISSN: 1053587X     EISSN: 19410476     Source Type: Journal    
DOI: 10.1109/78.476457     Document Type: Article

References (8)

1. J. M. Mendel, ' ‘Tutorial on higher-order statistics (spectra) in signal processing and system theory: Theoretical results and some applications,” in Proc. IEEE, vol. 79, pp. 278-305, Mar. 1991.
2. G. B, Giannakis and J. M. Mendel, “Identification of nonminimum phase systems using higher-order statistics,” IEEE Trans. Acoust., Speech, Signal Processing, vol. 37, pp. 360-377, Mar. 1989.
3. J. K. Tugnait, “Approaches to FIR system identification with noisy data using higher-order statistics,” IEEE Trans. Acoust, Speech, Signal Processing, vol. 38, pp. 1307-1317, July 1990.
4. S. A. Alshebeili, A. N. Venetsanopoulus, and A. E.Çetin, “Cumulant based identification approaches for nonminimum phase FIR systems,” IEEE Trans. Signal Processing, vol. 41, pp. 1576-1588, Apr. 1993.
5. J. A. R. Fonollosa and J. Vidal, “System Identification using a linear combination of cumulant slices,” IEEE Trans. Signal Processing, vol. 41, pp. 2405-2412, July 1993.
6. L. Srinivas, “FIR system identification using higher order cumulants—a generalized approach,” Master’s Thesis, Indian Institute of Science, 1994.
7. L. Srinivas and K. V. S. Hari, “FIR system identification using higher order cumulants,” in Proc Nat. Symp. Syst, IIT-Madras, India, Oct. 1993, pp. 201-205.
8. B. Porat and B. Friedlander, “Performance analysis of parameter estimation algorithms based on higher-order moments,” Int. J. Adaptive Control Signal Processing, vol. 3, pp. 191-229, Feb. 1989.