{"month":"08","extern":"1","date_published":"2004-08-01T00:00:00Z","user_id":"2DF688A6-F248-11E8-B48F-1D18A9856A87","status":"public","day":"01","publisher":"Elsevier","publication_status":"published","scopus_import":"1","date_created":"2024-10-15T11:20:54Z","publication":"Signal Processing","type":"journal_article","page":"1447-1459","issue":"8","volume":84,"_id":"18368","title":"Blind source separation using block-coordinate relative Newton method","language":[{"iso":"eng"}],"article_processing_charge":"No","OA_type":"closed access","year":"2004","intvolume":" 84","abstract":[{"lang":"eng","text":"Presented here is a block-coordinate version of the relative Newton method, recently proposed for quasi-maximum likelihood blind source separation. Special structure of the Hessian matrix allows performing block-coordinate Newton descent efficiently. Simulations show that typically our method converges in near constant number of iterations (order of 10) independently of the problem size."}],"article_type":"original","date_updated":"2024-10-22T07:04:33Z","quality_controlled":"1","publication_identifier":{"issn":["0165-1684"]},"author":[{"first_name":"Alexander","full_name":"Bronstein, Alexander","last_name":"Bronstein","id":"58f3726e-7cba-11ef-ad8b-e6e8cb3904e6","orcid":"0000-0001-9699-8730"},{"last_name":"Bronstein","full_name":"Bronstein, Michael M","first_name":"Michael M"},{"full_name":"Zibulevsky, Michael","first_name":"Michael","last_name":"Zibulevsky"}],"oa_version":"None","doi":"10.1016/j.sigpro.2004.05.019","citation":{"ama":"Bronstein AM, Bronstein MM, Zibulevsky M. Blind source separation using block-coordinate relative Newton method. Signal Processing. 2004;84(8):1447-1459. doi:10.1016/j.sigpro.2004.05.019","apa":"Bronstein, A. M., Bronstein, M. M., & Zibulevsky, M. (2004). Blind source separation using block-coordinate relative Newton method. Signal Processing. Elsevier. https://doi.org/10.1016/j.sigpro.2004.05.019","chicago":"Bronstein, Alex M., Michael M Bronstein, and Michael Zibulevsky. “Blind Source Separation Using Block-Coordinate Relative Newton Method.” Signal Processing. Elsevier, 2004. https://doi.org/10.1016/j.sigpro.2004.05.019.","ista":"Bronstein AM, Bronstein MM, Zibulevsky M. 2004. Blind source separation using block-coordinate relative Newton method. Signal Processing. 84(8), 1447–1459.","short":"A.M. Bronstein, M.M. Bronstein, M. Zibulevsky, Signal Processing 84 (2004) 1447–1459.","ieee":"A. M. Bronstein, M. M. Bronstein, and M. Zibulevsky, “Blind source separation using block-coordinate relative Newton method,” Signal Processing, vol. 84, no. 8. Elsevier, pp. 1447–1459, 2004.","mla":"Bronstein, Alex M., et al. “Blind Source Separation Using Block-Coordinate Relative Newton Method.” Signal Processing, vol. 84, no. 8, Elsevier, 2004, pp. 1447–59, doi:10.1016/j.sigpro.2004.05.019."}}