The Expectation-Maximization Algorithm for Symbol Unsynchronized Sequence Detection

IEEE Transactions on Communications

Volumn 39, Issue 1, 1991, Pages 54-61

  Georghiades, Costas N ^a   Snyder, Donald L ^b  

^a TEXAS A AND M UNIVERSITY   (United States)

^b WASHINGTON UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; INFORMATION THEORY - DIGITAL SIGNALS; PROBABILITY; SIGNAL FILTERING AND PREDICTION; SIGNAL PROCESSING - DIGITAL TECHNIQUES;

EXPECTATION-MAXIMIZATION ALGORITHM; MAXIMUM LIKELIHOOD ESTIMATE; SYMBOL UNSYNCHRONIZED SEQUENCE DETECTION; TIMING ERRORS;

SIGNAL DETECTION;

EID: 0026096373     PISSN: 00906778     EISSN: None     Source Type: Journal    
DOI: 10.1109/26.68276     Document Type: Note

References (5)

1. A. P. Dempster, N. M. Laird, and D. B. Rubin, “Maximum-likelihood from incomplete data via the EM algorithm,” J. Roy. Stat. Soc, vol. 39, pp. 1–17, 1977.
2. C. N. Georghiades, “Optimum delay and sequence estimation from incomplete data,” IEEE Trans. Inform. Theory, vol. 36, pp. 202–208, Jan. 1990.
3. “An optimum sequence estimation approach in the absence of synchronization,”in Proc. Allterton Conf., Urbana, IL, 1988.
4. C. F. Wu, “On the convergence properties of the EM algorithm,” Ann. Stat., vol. 11, no. 1, pp. 95–103, 1983.
5. H. V. Poor, An Introduction to Signal Detection and Estimation. New York: Springer-Verlag, 1988.