Pseudo-maximum-likelihood data estimation algorithm and its application over band-limited channels

IEEE Transactions on Communications

Volumn 49, Issue 1, 2001, Pages 120-129

  Sadjadpour, Hamid R ^a,b   Weber, Charles L ^a,c  

^a IEEE   (United States)

^b AT AND T LABS RESEARCH   (United States)

^c University of Southern California ^*  (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTATIONAL COMPLEXITY; COMPUTER SIMULATION; INTERSYMBOL INTERFERENCE; MAXIMUM LIKELIHOOD ESTIMATION; RAYLEIGH FADING; SPURIOUS SIGNAL NOISE;

PSEUDO-MAXIMUM-LIKELIHOOD (PML) ALGORITHMS; VITERBI ALGORITHMS (VA);

COMMUNICATION CHANNELS (INFORMATION THEORY);

EID: 0035119109     PISSN: 00906778     EISSN: None     Source Type: Journal    
DOI: 10.1109/26.898256     Document Type: Article

References (19)

1. M. Ghosh, "An optimal approach to blind equalization," Ph.D. dissertation, Dept. Elec. Eng. , Univ. Southern California, Dec. 1991.
2. G.D. Forney Jr. , "The viterbi algorithm," Proc. IEEE, vol. 61, no. 3, pp. 268-278, Mar. 1973.
3. H.R. Sadjadpour and C.L. Weber, "Pseudo-maximum likelihood estimation of digital sequences in the presence of intersymbol interference," in Proc. 28th Annu. Asilomar Conf. Signals, Systems, and Computers, vol. 2, Nov. 1994, pp. 1174-1178.
4. H.R. Sadjadpour, "Blind equalization techniques using maximum likelihood criterion," Ph.D. dissertation, Dept. Elec. Eng. , Univ. Southern California, 1996.
5. C.A. Belfiore and J.H. Park Jr. , "Decision feedback equalization,"Proc. IEEE, vol. 67, pp. 1143-1156, Aug. 1979.
6. I. Csiszar and G. Tusnady, "Information geometry and alternating minimizing procedures," Statistics and Decisions, Supplement Issue, vol. 1, pp. 205-237, 1984.
7. J.M. Mendel, Lessons in Digital Estimation Theory. Englewood Cliffs, NJ: Prentice-Hall, 1987.
8. A. Duel-Hallen and C. Heegard, "Delayed decision-feedback sequence estimation," IEEE Trans. Commun. , vol. 37, pp. 428-436, May 1989.
9. S. Haykin, Adaptive Filter Theory. Englewood Cliffs, NJ: Prentice-Hall, 1991.
10. R. Raheli, A. Polydoros, and C. Tzou, "Per-survivor processing: A general approach to MLSE in uncertain environment," IEEE Trans. Commun. , vol. 43, Feb. /Mar. /Apr. 1995.
11. J.G. Proakis, Digital Communications. New York: McGraw-Hill, 1989.
12. T. Vaidis and C.L. Weber, "Block adaptive techniques for channel identification and data demodulation over band-limited channels," IEEE Trans. Commun. , vol. 46, Feb. 1998.
13. G.D. Forney, "Maximum-likelihood sequence estimation of digital sequences in the presence of intersymbol interference," IEEE. Trans. Inform. Theory, vol. IT-18, pp. 363-378, May 1972.
14. K.M. Chugg and A. Polydoros, "MLSE for an unknown channel - Part I: Optimality considerations," IEEE Trans. Commun. , vol. 44, pp. 836-846, July 1996.
15. G. Ungerboeck, "Adaptive maximum likelihood receivers for carrier modulated data transmission systems," IEEE Trans. Commun. , vol. COM-22, pp. 624-636, May 1974.
16. A. Ben-Israel and T.N. Greville, Generalized Inverses: Theory and Applications. New York: Wiley, 1974.
17. H.R. Sadjadpour and C.L. Weber, "Pseudo-maximum likelihood data estimation algorithm and its performance analysis," in Proc. MILCOM'95, vol. 1, Nov. 1995, pp. 160-164.
18. J. Moon and L.R. Carley, "Performance comparison of detection methods in magnetic recording," IEEE Trans. Magn. , vol. 26, pp. 3155-3172, Nov. 1990.
19. D.J. Goodman, "Second generation wireless information networks," IEEE Trans. Veh. Technol. , vol. 40, pp. 366-374, May 1991.