Near-optimal data detection for two-dimensional ISI/AWGN channels using concatenated modeling and iterative algorithms

International Conference on Communications - Proceedings

Volumn 2, Issue , 1998, Pages 952-956

  Chen, Xiaopeng ^a   Chugg, Keith M ^a  

^a SOUTHERN CALIFORNIA EDISON   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMMUNICATION CHANNELS (INFORMATION THEORY); DATA COMMUNICATION SYSTEMS; INTERSYMBOL INTERFERENCE; ITERATIVE METHODS; MATHEMATICAL MODELS; SPURIOUS SIGNAL NOISE; WHITE NOISE;

ADAPTIVE WHITE GAUSSIAN NOISE (AWGN); DATA DETECTION;

SIGNAL DETECTION;

EID: 0031624123     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICC.1998.685152     Document Type: Conference Paper

References (17)

1. J. W. Goodman, Introduction to Fourier Optics. McGraw-Hill, Inc., 1968.
2. K. M. Chugg, X. Chen, A. Ortega, and C.-W. Chang, "An iterative algorithm for two-dimensional digital least metric problems with applications to digital image compression," submitted to IEEE ICIP-98, Jan. 1998.
3. H. Kobayashi, "A survey of coding schemes for transmission or recording of digital data," IEEE Trans. Commun. Technol., vol. COM-19, pp. 1087-1100, Dec. 1971.
4. G. D. Forney, Jr., "The Viterbi algorithm," Proc. IEEE, vol. 61, pp. 268-278, Mar. 1973.
5. J. F. Heanue, K. Gürkan, and L. Hesselink, "Signal detection for page-access optical memories with intersymbol interference," Appi. Opt., vol. 35, pp. 2431-2438, May 1996. (Pubitemid 126639107)
6. C. Miller, B. R. Hunt, M. A. Neifeld, and M. W. Marcellin, "Binary image reconstruction via 2-D Viterbi search," in IEEE ICIP-97, (Santa Barbara, CA), Oct. 1997.
7. M. A. Neifeld, K. M. Chugg, and B. M. King, "Parallel data detection in page-oriented optical memory," Opt. Lett., vol. 21, pp. 1481-1483, Sept. 1996. (Pubitemid 126536998)
8. U. Hansson and T. M. Aulin, "Soft information transfer for sequence detection with concatenated receivers," IEEE Trans. Commun., vol. 44, pp. 1086-1095, Sept. 1996.
9. S. Benedetto, G. Montorsi, D. Divsalar, and F. Pollara, "A soft-input soft-output maximum a posteriori (MAP) module to decode parallel and serial concatenated codes," tech. rep., TDA Progress Report 42-127, Nov. 1996.
10. G. D. Forney, Jr., "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.
11. Y. Li, B. Vucetic, and Y. Sato, "Optimum soft-output detection for channels with intersymbol interference," IEEE Trans. Inform. Theory, vol. 41, pp. 704-713, May 1995.
12. K. M. Chugg, "Performance of optimal digital page detection in a two-dimensional ISI/AWGN channel," Presented at the 30th Asilomar Conf. on Signal, Systems and Comp., Nov. 1996.
13. L. R. Bahl, J. Cocke, F. Jelinek, and J. Raviv, "Optimal decoding of linear codes for minimizing symbol error rate," IEEE Trans. Inform. Theory, vol. IT-20, pp. 284-287, Mar. 1974.
14. K. M. Chugg and X. Chen, "Efficient architectures for soft output algorithms," in Proc. IEEE ICC'98, (Atlanta, GA), June 1998.
15. Also see "Efficient a-posteriori probability (APP) and minimum sequence metric (MSM) algorithms," submitted to IEEE Trans. Commun., Aug. 1997.
16. X. Chen, A. Anastasopoulos, and K. M. Chugg, "On optimal data detection in serially concatenated systems," submitted to IEEE ISIT'98, Nov. 1997.
17. J. F. Hayes, T. M. Cover, and J. B. Riera, "Optimal sequence detection and optimal symbol-by-symbol detection: Similar algorithms," IEEE Trans. Commun., vol. COM-30, pp. 152-157, Jan. 1982.