Blind detection of equalization errors in communication systems

IEEE Transactions on Information Theory

Volumn 43, Issue 2, 1997, Pages 469-482

  Doǧançay, Kutluyil ^a,b,c   Kennedy, Rodney A ^a,b  

^a IEEE   (Australia)

^b AUSTRALIAN NATIONAL UNIVERSITY   (Australia)

^c UNIVERSITY OF MELBOURNE   (Australia)

Author keywords

Blind equalizers; Equalization delay estimation; Error detection; Generalized inverses; Hypothesis testing; Least squares estimation; Uniformly most powerful tests

Indexed keywords

ADAPTIVE CHANNEL EQUALIZATION; BINARY HYPOTHESIS TESTING; BLIND EQUALIZERS; EQUALIZATION DELAY ESTIMATION; EQUALIZATION ERRORS; LEAST SQUARES ESTIMATION;

COMMUNICATION CHANNELS (INFORMATION THEORY); COMMUNICATION SYSTEMS; COMPUTER SIMULATION; CONVERGENCE OF NUMERICAL METHODS; EQUALIZERS; ERRORS; ESTIMATION; LEAST SQUARES APPROXIMATIONS; SPURIOUS SIGNAL NOISE; TESTING;

ERROR DETECTION;

EID: 0031103205     PISSN: 00189448     EISSN: None     Source Type: Journal    
DOI: 10.1109/18.556106     Document Type: Article

References (21)

1. Z. Ding, R. A. Kennedy, B. D. O. Anderson, and C. R. Johnson Jr., "Ill-convergence of Godard blind equalizers in data communication systems," IEEE Trans. Commun., vol. 39, pp. 1313-1327, Sept. 1991.
2. C. R. Johnson Jr., "Admissibility in blind adaptive channel equalization," IEEE Contr. Syst. Mag., vol. 11, pp. 3-15, Jan. 1991.
3. J. E. Mazo, "Analysis of decision-directed equalizer convergence," Bell Syst. Tech. J., vol. 59, pp. 1857-1876, Dec. 1980.
4. O. Macchi and E. Ewada, "Convergence analysis of self-adaptive equalizers," IEEE Trans. Inform. Theory, vol. IT-30, pp. 162-176, Mar. 1984.
5. K. Doǧançay and R. A. Kennedy, "Testing for the convergence of a linear decision directed equaliser," IEE Proc. Vision, Image and Signal Processing, vol. 141, pp. 129-136, Apr. 1994.
6. R. D. DeGroat and E. M. Dowling, "The data least squares problem and channel equalization," IEEE Trans. Signal Processing, vol. 41, pp. 407-411, Jan. 1993.
7. J. Segen and A. C. Sanderson, "Detecting change in a time-series," IEEE Trans. Inform. Theory, vol. IT-26, no. 2, pp. 249-255 Mar. 1980.
8. C. R. Rao and S. K. Mitra, Generalized Inverse of Matrices and Its Applications. New York, Wiley, 1971.
9. L. L. Scharf, Statistical Signal Processing: Detection, Estimation, and Time Series Analysis. Reading, MA: Addison-Wesley, 1991.
10. E. L. Lehmann, Testing Statistical Hypotheses, 2nd ed. New York: Chapman & Hall, 1994.
11. M. G. Kendall and A. Stuart, The Advanced Theory of Statistics, vol. 1, 4th ed. London, U.K.: Charles Griffin, 1977.
12. M. J. Hinich, "Testing for Gaussianity and linearity of a stationary time series," J. Time Ser. Anal., vol. 3, no. 3, pp. 169-176, 1982.
13. J. R. Treichler and B. G. Agee, "A new approach to multipath correction of constant modulus signals," IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-31, pp. 459-472, Apr. 1983.
14. D. N. Godard, "Self-recovering equalization and carrier tracking in two-dimensional data communication systems," IEEE Trans. Commun., vol. COM-28, pp. 1867-1875, Nov. 1980.
15. R. A. Kennedy and B. D. O. Anderson, "Recovery times of decision feedback equalizers on noiseless channels," IEEE Trans. Commun., vol. COM-36, pp. 1012-1021, Oct. 1987.
16. R. A. Kennedy, B. D. O. Anderson, and R. R. Bitmead, "Blind adaptation of decision feedback equalisers: Gross convergence properties," Int. J. Adaptive Contr. and Sig. Processing, vol. 7, pp. 497-523, 1993.
17. A. Ben-Israel and D. Cohen, "On iterative computation of generalized inverses and associated projections," J. SIAM Numer. Anal., vol. 3, no. 3, pp. 410-419, 1966.
18. G. H. Golub and C. F. Van Loan, Matrix Computations, 2nd ed. Baltimore, MD: Johns Hopkins Univ. Press, 1989.
19. G. Marsaglia and G. P. H. Styan, "Equalities and inequalities for ranks of matrices," Linear and Multilinear Algebra, vol. 2, pp. 269-292, 1974.
20. R. A. Horn and C. R. Johnson, Topics in Matrix Analysis. Cambridge, U.K.: Cambridge Univ. Press, 1991.
21. R. M. Gray, Probability, Random Processes, and Ergodic Properties. New York: Springer-Verlag, 1988.