CFP last date
22 April 2024
Call for Paper
May Edition
IJCA solicits high quality original research papers for the upcoming May edition of the journal. The last date of research paper submission is 22 April 2024

Submit your paper
Know more
The week's pick
Responsive image
Enhancing Privacy Preservation: Multi-Attribute Protection with P-Sensitive K-Anonymity

Twinkle Patel Kiran Amin
Random Articles
Reseach Article

A Survey of Signal Separation Algorithms

by Otman Chakkor, Carlos Garcia Puntonet, Mohammed Essaadi
journal cover thumbnail

International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 54 - Number 8
Year of Publication: 2012
Authors: Otman Chakkor, Carlos Garcia Puntonet, Mohammed Essaadi
10.5120/8585-2336

Otman Chakkor, Carlos Garcia Puntonet, Mohammed Essaadi . A Survey of Signal Separation Algorithms. International Journal of Computer Applications. 54, 8 ( September 2012), 12-15. DOI=10.5120/8585-2336

@article{ 10.5120/8585-2336,
author = { Otman Chakkor, Carlos Garcia Puntonet, Mohammed Essaadi },
title = { A Survey of Signal Separation Algorithms },
journal = { International Journal of Computer Applications },
issue_date = { September 2012 },
volume = { 54 },
number = { 8 },
month = { September },
year = { 2012 },
issn = { 0975-8887 },
pages = { 12-15 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume54/number8/8585-2336/ },
doi = { 10.5120/8585-2336 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T20:55:09.313064+05:30
%A Otman Chakkor
%A Carlos Garcia Puntonet
%A Mohammed Essaadi
%T A Survey of Signal Separation Algorithms
%J International Journal of Computer Applications
%@ 0975-8887
%V 54
%N 8
%P 12-15
%D 2012
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Blind separation of sources refers to the problem of recovering source signals from their mixtures using only the observed mixtures. The BSS algorithms have developed intensively for linear, nonlinear and convolutive mixtures, the purpose of this paper is to present a description of those algorithms for each situation.

References
  1. C. G. Puntonet and A. Prieto, "An adaptive geometrical procedure for blind separation of sources," Neural Processing Letters, vol. 2, 1995.
  2. C. G. Puntonet and A. Prieto, "Neural net approach for blind separation of sources based on geometric properties,"Neurocomputing,vol. 18, pp. 141–164, 1998.
  3. Ch. Bauer, M. Habl, E. W. Lang, C. G. Puntonet, and M. R. Alvarez,"Probabilistic and geometric ICA applied to the separation of EEG signals," M. H. Hamza, ed. , Signal Processing and Communication (Proc. SPC'2000), IASTED/ACTA Press, Anaheim, USA, pp. 339 – 346, 2000.
  4. C. G. Puntonet, Ch. Bauer, E. W. Lang, M. R. Alvarez, and B. Prieto, "Adaptive-geometric methods: application to the separation of EEG signals," P. Pajunen, J. Karhunen, eds. , Independent Component Analysis and Blind Signal Separation (Proc. ICA'2000), pp. 273–278, 2000.
  5. C. G. Puntonet, M. R. Alvarez, A. Prieto, and B. Prieto, "Separation of speech signals for nonlinear mixtures," Lecture Notes in Computer Science, vol. 1607, pp. 665–673, 1999.
  6. G. Eason, B. Noble, and I. N. Sneddon, "On certain integrals of Lipschitz-Hankel type involving products of Bessel functions," Phil. Trans. Roy. Soc. London, vol. A247, pp. 529–551, April 1955. (references)
  7. J. Clerk Maxwell, A Treatise on Electricity and Magnetism, 3rd ed. , vol. 2. Oxford: Clarendon, 1892, pp. 68–73.
  8. I. S. Jacobs and C. P. Bean, "Fine particles, thin films and exchange anisotropy," in Magnetism, vol. III, G. T. Rado and H. Suhl, Eds. New York: Academic, 1963, pp. 271–350.
  9. Y. Barness, J. Carlin and M. Steinberger: "Bootstrapping adaptive cross pol cancellers for satellite communications", Int. Conf. On
  10. Communication, Philadelfia, Pennsylvania, 1982.
  11. R. Nicole, "Title of paper with only first word capitalized," J. Name Stand. Abbrev. in press.
  12. Y. Yorozu, M. Hirano, K. Oka, and Y. Tagawa, "Electron spectroscopy studies on magneto-optical media and plastic substrate interface," IEEE Transl. J. Magn. Japan, vol. 2, pp. 740–741, August 1987 [Digests 9th Annual Conf. Magnetics Japan, p. 301, 1982].
  13. M. Young, The Technical Writer's Handbook. Mill Valley, CA: University Science, 1989.
  14. Kevin R. Fall, W. Richard Stevens, TCP/IP Illustrated, Volume 1: The Protocols, 2nd ed. , Addison-Wesley, USA, 2011.
  15. Mayank Suhirid, Kiran B Ladhane, Mahendra Singh, Vishwas A Sawant, "Lateral Load Capacity of Rock Socketed Piers Using Finite Difference Approach", Scientific & Academic Publishing, Journal of Civil Engineering Research, vol. 1, no. 1, pp. 1-8, 2011.
  16. Mohemed Almorsy, John Grundy and Amani S. Ibrahim, "Collaboration-Based Cloud Computing Security Management Framework" , in Proceedings of 2011 IEEE 4th International Conference on Cloud Computing, pp. 364-371, 2011.
  17. A. Karnik, "Performance of TCP congestion control with rate feedback: TCP/ABR and rate adaptive TCP/IP", M. Eng. thesis, Indian Institute of Science, India, 1999.
  18. J. Padhye, V. Firoiu, D. Towsley, "A stochastic model of TCP Reno congestion avoidance and control", Univ. of Massachusetts, Tech. Rep. 99-02, 1999. Wireless LAN Medium Access Control (MAC) and Physical Layer (PHY) Specification, IEEE Std. 802. 11, 1997.
  19. J. Herault. C. Jutten, B. Ans: "Detection de grandeurs primitives dans un message composite par une architecture de calcul neuromimetique en apprentissage non supervise", X Colloque GRETSI, Nice, France, pp. 1017-1022, May, 1985.
  20. C. Jutten and J. Herault: "Independent Component Analysis versus Principal Component Analysis", EUSIPCO-1988, Signal processing IV, pp. 643-646, Grenoble, France, 1988.
Index Terms

Computer Science
Information Sciences

Keywords

Blind signal separation independent component analysis maximum likelihood information theory

Powered by PhDFocusTM