Iterative multiuser receivers for CDMA channels: an EM-based approach

IEEE Transactions on Communications

Volumn 44, Issue 12, 1996, Pages 1700-1710

  Nelson, Laurie B ^a   Vincent Poor, H ^a  

^a UNIVERSITY OF MINNESOTA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMMUNICATION CHANNELS (INFORMATION THEORY); COMPUTER SIMULATION; ITERATIVE METHODS; MULTIPLEXING; PARAMETER ESTIMATION; PERFORMANCE; SIGNAL DETECTION; WHITE NOISE;

CODE DIVISION MULTIPLE ACCESS CHANNELS; EXPECTATION MAXIMIZATION ALGORITHMS; INTERFERENCE CANCELLATION; ITERATIVE MULTIUSER RECEIVERS; SEQUENTIAL UPDATING;

SIGNAL RECEIVERS;

EID: 0030384113     PISSN: 00906778     EISSN: None     Source Type: Journal    
DOI: 10.1109/26.545900     Document Type: Article

References (23)

1. A. P. Dempster N. M. Laird D. B. Rubin Maximum likelihood from incomplete data via the EM algorithm J. Roy. Stat. Soc. B 39 1 1 38 1977
2. S. M. Zabin H. V. Poor Efficient estimation of class A noise parameters via the EM algorithm IEEE Trans. Inform. Theory 37 1 60 72 Jan. 1991 18 2227 61127
3. T. J. Schulz D. L. Snyder Imaging a randomly moving object from quantum-limited data: applications to image recovery from second-and third-order autocorrelations J. Opt. Soc. Am. A 8 5 801 807 May 1991
4. U. Fawer B. Aazhang A multiuser receiver for code division multiple access communications over multipath channels IEEE Trans. Commun. 43 2/3/4 1556 1565 Feb./Mar./Apr. 1995 26 8633 380205
5. C. N. Georghiades J. C. Han Sequence estimation in the presence of random parameters via the EM algorithm 1994
6. S. Verdu´ Minimum probability of error for asynchronous Gaussian multiple-access channels IEEE Trans. Inform. Theory IT-32 1 85 96 Jan. 1986
7. H. V. Poor An Introduction to Signal Detection and Estimation 2nd 1994 Springer-Verlag New York
8. A. O. Hero J. A. Fessler Convergence in norm for alternating expectation-maximization (EM) type algorithms Statistica Sinica 5 1 Jan. 1995
9. X. Li Meng D. B. Rubin On the global and componentwise rates of convergence of the EM algorithm 199 413 425 1994
10. M. K. Varanasi B. Aazhang Near-optimum detection in synchronous code-division multiple-access systems IEEE Trans. Commun. 39 5 725 736 May 1991 26 2837 87163
11. S. Verdu´ Optimum multiuser efficiency IEEE Trans. Commun. 34 9 890 897 Sept. 1986
12. M. K. Varanasi B. Aazhang Multistage detection in asynchronous CDMA communications IEEE Trans. Commun. 38 4 508 519 Apr. 1990 26 1895 52662
13. R. Lupas S. Verdu´ Near-far resistance of multiuser detectors in asynchronous channels IEEE Trans. Commun. 38 4 496 508 Apr. 1990 26 1895 52661
14. L. B. Nelson Multiuser detection for radio-frequency and optical CDMA communications Jan. 1995 Ph.D. dissertation NJ
15. L. E. Baum T. Petrie G. Soules N. Weiss A maximization technique occurring in the statistical analysis of probabilistic functions of Markov chains The Ann. Math. Statistics 41 1 164 171 1970
16. L. R. Rabiner A tutorial on hidden Markov models and selected applications in speech recognition Proc. IEEE 77 2 257 286 Feb. 1989 5 698 18626
17. X. Li Meng S. Pedlow EM: a bibliographic review with missing articles ASA Proc. Stat. Computing Sect. 24 27 1992
18. W. Porter S. Kak On parameter estimation in DS/SSMA formats Advances in Communications and Signal Processing 59 70 1988 Springer-Verlag New York
19. R. Lupas S. Verdu´ Linear multiuser detectors for synchronous CDMA channels IEEE Trans. Inform. Theory 35 1 123 136 Jan. 1989 18 1619 42183
20. J. A. Fessler A. O. Hero Space-alternating generalized EM algorithm IEEE Trans. Signal Processing 42 10 2664 2677 Oct. 1994 78 7732 324732
21. C. F. J. Wu On the convergence properties of the EM algorithm Ann. Statistics 11 1 95 103 1983
22. X. Zhang D. Brady Soft-decision multistage detection for asynchronous AWGN channels 31st Annu. Allerton Conf. Commun., Control Computing Sept. 1993 IL, Monticello
23. A. Duel-Hallen Decorrelating decision-feedback multiuser detector for synchronous code-division multiple-access channel IEEE Trans. Commun. 41 2 285 290 Feb. 1993 26 5660 216499