---
_id: '18332'
abstract:
- lang: eng
  text: Presented here is a generalization of the modified relative Newton method,
    recently proposed in [1] for quasi-maximum likelihood blind source separation.
    Special structure of the Hessian matrix allows to perform block-coordinate Newton
    descent, which significantly reduces the algorithm computational complexity and
    boosts its performance. Simulations based on artificial and real data show that
    the separation quality using the proposed algorithm outperforms other accepted
    blind source separation methods.
alternative_title:
- LNCS
article_processing_charge: No
author:
- first_name: Alexander
  full_name: Bronstein, Alexander
  id: 58f3726e-7cba-11ef-ad8b-e6e8cb3904e6
  last_name: Bronstein
  orcid: 0000-0001-9699-8730
- first_name: Michael M.
  full_name: Bronstein, Michael M.
  last_name: Bronstein
- first_name: Michael
  full_name: Zibulevsky, Michael
  last_name: Zibulevsky
citation:
  ama: 'Bronstein AM, Bronstein MM, Zibulevsky M. Blind source separation using the
    block-coordinate relative Newton method. In: <i>5th International Conference on
    Independent Component Analysis and Blind Signal Separation</i>. Vol 3195. Springer
    Nature; 2004:406–413. doi:<a href="https://doi.org/10.1007/978-3-540-30110-3_52">10.1007/978-3-540-30110-3_52</a>'
  apa: 'Bronstein, A. M., Bronstein, M. M., &#38; Zibulevsky, M. (2004). Blind source
    separation using the block-coordinate relative Newton method. In <i>5th International
    Conference on Independent Component Analysis and Blind Signal Separation</i> (Vol.
    3195, pp. 406–413). Granada, Spain: Springer Nature. <a href="https://doi.org/10.1007/978-3-540-30110-3_52">https://doi.org/10.1007/978-3-540-30110-3_52</a>'
  chicago: Bronstein, Alex M., Michael M. Bronstein, and Michael Zibulevsky. “Blind
    Source Separation Using the Block-Coordinate Relative Newton Method.” In <i>5th
    International Conference on Independent Component Analysis and Blind Signal Separation</i>,
    3195:406–413. Springer Nature, 2004. <a href="https://doi.org/10.1007/978-3-540-30110-3_52">https://doi.org/10.1007/978-3-540-30110-3_52</a>.
  ieee: A. M. Bronstein, M. M. Bronstein, and M. Zibulevsky, “Blind source separation
    using the block-coordinate relative Newton method,” in <i>5th International Conference
    on Independent Component Analysis and Blind Signal Separation</i>, Granada, Spain,
    2004, vol. 3195, pp. 406–413.
  ista: 'Bronstein AM, Bronstein MM, Zibulevsky M. 2004. Blind source separation using
    the block-coordinate relative Newton method. 5th International Conference on Independent
    Component Analysis and Blind Signal Separation. ICA: Independent Component Analysis
    and Blind Signal Separation, LNCS, vol. 3195, 406–413.'
  mla: Bronstein, Alex M., et al. “Blind Source Separation Using the Block-Coordinate
    Relative Newton Method.” <i>5th International Conference on Independent Component
    Analysis and Blind Signal Separation</i>, vol. 3195, Springer Nature, 2004, pp.
    406–413, doi:<a href="https://doi.org/10.1007/978-3-540-30110-3_52">10.1007/978-3-540-30110-3_52</a>.
  short: A.M. Bronstein, M.M. Bronstein, M. Zibulevsky, in:, 5th International Conference
    on Independent Component Analysis and Blind Signal Separation, Springer Nature,
    2004, pp. 406–413.
conference:
  end_date: 2004-09-24
  location: Granada, Spain
  name: 'ICA: Independent Component Analysis and Blind Signal Separation'
  start_date: 2004-09-22
date_created: 2024-10-15T11:20:54Z
date_published: 2004-10-27T00:00:00Z
date_updated: 2024-12-02T14:30:47Z
day: '27'
doi: 10.1007/978-3-540-30110-3_52
extern: '1'
fulldoi: https://doi.org/10.1007/978-3-540-30110-3_52
intvolume: '      3195'
language:
- iso: eng
month: '10'
oa_version: None
page: 406–413
publication: 5th International Conference on Independent Component Analysis and Blind
  Signal Separation
publication_identifier:
  eisbn:
  - '9783540301103'
  eissn:
  - 1611-3349
  isbn:
  - '9783540230564'
  issn:
  - 0302-9743
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: Blind source separation using the block-coordinate relative Newton method
type: conference
user_id: ea97e931-d5af-11eb-85d4-e6957dddbf17
volume: 3195
year: '2004'
...