QML blind deconvolution: Asymptotic analysis

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3195, Issue , 2004, Pages 677-684

  Bronstein, Alexander M ^a   Bronstein, Michael M ^a   Zibulevsky, Michael ^a   Zeevi, Yehoshua Y ^a  

^a TECHNION ISRAEL INSTITUTE OF TECHNOLOGY   (Israel)

Author keywords

[No Author keywords available]

Indexed keywords

ASYMPTOTIC ANALYSIS; ASYMPTOTIC STABILITY; BLIND SOURCE SEPARATION; CONVOLUTION; INDEPENDENT COMPONENT ANALYSIS; MAXIMUM LIKELIHOOD; MAXIMUM LIKELIHOOD ESTIMATION;

ASYMPTOTIC ESTIMATION ERRORS; ASYMPTOTIC PERFORMANCE; BLIND DECONVOLUTION; CLOSED-FORM EXPRESSION; ML ESTIMATORS; QUASI MAXIMUM LIKELIHOOD;

ESTIMATION;

EID: 35048870147     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-30110-3_86     Document Type: Article

References (13)

1. Bellini, S., Rocca, F.: Near optimal blind deconvolution. In: Proc. of IEEE Conf. Acoust., Speech, Sig. Proc. (1988)
2. Cardoso, J.F., Laheld, B.: Equivariant adaptive source separation. IEEE Trans. Sig. Proc. 44 (1996) 3017-3030
3. Shalvi, O., Weinstein, E.: Maximum likelihood and lower bounds in system identification with non-Gaussian inputs. IEEE Trans. Information Theory 40 (1994) 328-339
4. Yellin, D., Friedlander, B.: Multichannel system identification and deconvolution: performance bounds. IEEE Trans. Sig. Proc. 47 (1999) 1410-1414
5. Pham, D., Garrat, P.: Blind separation of a mixture of independent sources through a quasi-maximum likelihood approach. IEEE Trans. Sig. Proc. 45 (1997) 1712-1725
6. Cardoso, J.F.: Blind signal separation statistical principles. Proc. IEEE. Special issue on blind source separation 9 (1998) 2009-2025
7. Amari, S.I., Cichocki, A., Yang, H.H.: Novel online adaptive learning algorithms for blind deconvolution using the natural gradient approach. In: Proc. SYSID. (1997) 1057-1062
8. Zibulevsky, M.: Sparse source separation with relative Newton method. In: Proc. ICA2003. (2003) 897-902
9. Amari, S.I., Douglas, S.C., Cichocki, A., Yang, H.H.: Multichannel blind deconvolution and equalization using the natural gradient. In: Proc. SPAWC. (1997) 101-104
10. Bronstein, A.M., Bronstein, M.M., Zibulevsky, M.: Blind deconvolution with relative Newton method. Technical Report 444, Technion, Israel (2003)
11. Kisilev, P., Zibulevsky, M., Zeevi, Y.: Multiscale framework for blind source separation. JMLR (2003) In press.
12. Bronstein, A.M., Bronstein, M.M., Zibulevsky, M., Zeevi, Y.Y.: Quasi maximum likelihood blind deconvolution: Asymptotic performance analysis. IEEE Info. Theory (2004) Submitted. [Online] http://visl.technion.ac.il/bron/alex.
13. Bronstein, A.M., Bronstein, M.M., Zibulevsky, M., Zeevi, Y.Y.: Asymptotic performance analysis of MIMO blind deconvolution. Technical report, Technion, Israel (2004)