{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,9]],"date-time":"2025-05-09T15:53:06Z","timestamp":1746805986896,"version":"3.40.5"},"reference-count":17,"publisher":"Wiley","license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100003069","name":"Instituto Polit\u00e9cnico Nacional","doi-asserted-by":"publisher","award":["SIP-20171418","SIP-20170018","SIP-20171694"],"award-info":[{"award-number":["SIP-20171418","SIP-20170018","SIP-20171694"]}],"id":[{"id":"10.13039\/501100003069","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003141","name":"Consejo Nacional de Ciencia y Tecnolog\u00eda","doi-asserted-by":"publisher","award":["SIP-20171418","SIP-20170018","SIP-20171694"],"award-info":[{"award-number":["SIP-20171418","SIP-20170018","SIP-20171694"]}],"id":[{"id":"10.13039\/501100003141","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003141","name":"Consejo Nacional de Ciencia y Tecnolog\u00eda","doi-asserted-by":"publisher","award":["SIP-20171418","SIP-20170018","SIP-20171694"],"award-info":[{"award-number":["SIP-20171418","SIP-20170018","SIP-20171694"]}],"id":[{"id":"10.13039\/501100003141","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003141","name":"Consejo Nacional de Ciencia y Tecnolog\u00eda","doi-asserted-by":"publisher","award":["SIP-20171418","SIP-20170018","SIP-20171694"],"award-info":[{"award-number":["SIP-20171418","SIP-20170018","SIP-20171694"]}],"id":[{"id":"10.13039\/501100003141","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Computational Intelligence and Neuroscience"],"published-print":{"date-parts":[[2018]]},"abstract":"<jats:p>Electroencephalograms (EEG) signals are of interest because of their relationship with physiological activities, allowing a description of motion, speaking, or thinking. Important research has been developed to take advantage of EEG using classification or predictor algorithms based on parameters that help to describe the signal behavior. Thus, great importance should be taken to feature extraction which is complicated for the Parameter Estimation (PE)\u2013System Identification (SI) process. When based on an average approximation, nonstationary characteristics are presented. For PE the comparison of three forms of iterative-recursive uses of the Exponential Forgetting Factor (EFF) combined with a linear function to identify a synthetic stochastic signal is presented. The one with best results seen through the functional error is applied to approximate an EEG signal for a simple classification example, showing the effectiveness of our proposal.<\/jats:p>","DOI":"10.1155\/2018\/4613740","type":"journal-article","created":{"date-parts":[[2018,1,15]],"date-time":"2018-01-15T18:30:57Z","timestamp":1516041057000},"page":"1-11","source":"Crossref","is-referenced-by-count":1,"title":["<mml:math xmlns:mml=\"http:\/\/www.w3.org\/1998\/Math\/MathML\" id=\"M1\"><mml:mrow><mml:mi>n<\/mml:mi><\/mml:mrow><\/mml:math>-Iterative Exponential Forgetting Factor for EEG Signals Parameter Estimation"],"prefix":"10.1155","volume":"2018","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3467-1799","authenticated-orcid":true,"given":"Karen Alicia","family":"Aguilar Cruz","sequence":"first","affiliation":[{"name":"Centro de Investigaci\u00f3n en Computaci\u00f3n, Instituto Polit\u00e9cnico Nacional (CIC-IPN), Avenida Juan de Dios B\u00e1tiz, Esq. Miguel Oth\u00f3n de Mendiz\u00e1bal, Col. Nueva Industrial Vallejo, Delegaci\u00f3n Gustavo A. Madero, 07738 Ciudad de M\u00e9xico, Mexico"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1084-8569","authenticated-orcid":true,"given":"Mar\u00eda Teresa","family":"Zagaceta \u00c1lvarez","sequence":"additional","affiliation":[{"name":"Escuela Superior de Ingenier\u00eda Mec\u00e1nica y El\u00e9ctrica, Unidad Azcapotzalco, Instituto Polit\u00e9cnico Nacional, Avenida de las Granjas, No. 682, Col. Santa Catarina, Delegaci\u00f3n Azcapotzalco, 02250 Ciudad de M\u00e9xico, Mexico"}]},{"given":"Rosaura","family":"Palma Orozco","sequence":"additional","affiliation":[{"name":"Escuela Superior de C\u00f3mputo, Instituto Polit\u00e9cnico Nacional, Avenida Juan de Dios B\u00e1tiz, Esq. Miguel Oth\u00f3n de Mendiz\u00e1bal, Col. Lindavista, Delegaci\u00f3n Gustavo A. Madero, 07738 Ciudad de M\u00e9xico, Mexico"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1257-1711","authenticated-orcid":true,"given":"Jos\u00e9 de Jes\u00fas","family":"Medel Ju\u00e1rez","sequence":"additional","affiliation":[{"name":"Centro de Investigaci\u00f3n en Computaci\u00f3n, Instituto Polit\u00e9cnico Nacional (CIC-IPN), Avenida Juan de Dios B\u00e1tiz, Esq. Miguel Oth\u00f3n de Mendiz\u00e1bal, Col. Nueva Industrial Vallejo, Delegaci\u00f3n Gustavo A. Madero, 07738 Ciudad de M\u00e9xico, Mexico"}]}],"member":"311","reference":[{"year":"2015","key":"3"},{"issue":"3","key":"4","first-page":"204","volume":"57","year":"2011","journal-title":"Revista Mexicana de F\u00edsica"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1016\/j.tins.2017.02.004"},{"key":"6","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2016.01.062"},{"key":"7","doi-asserted-by":"publisher","DOI":"10.1109\/IEMBS.2000.898046"},{"key":"12","doi-asserted-by":"publisher","DOI":"10.1155\/2014\/730218"},{"key":"13","doi-asserted-by":"publisher","DOI":"10.1155\/2014\/973063"},{"key":"14","doi-asserted-by":"publisher","DOI":"10.1080\/00207721.2015.1014448"},{"key":"15","doi-asserted-by":"publisher","DOI":"10.1080\/00207721.2015.1069906"},{"key":"16","doi-asserted-by":"publisher","DOI":"10.1155\/2016\/4642052"},{"key":"17","first-page":"66","volume":"2","year":"2015","journal-title":"International Journal of Advanced Computing and Electronics Technology"},{"key":"18","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2014.08.005"},{"key":"19","doi-asserted-by":"publisher","DOI":"10.1016\/S0010-4825(01)00022-1"},{"key":"20","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2016.11.002"},{"key":"21","doi-asserted-by":"publisher","DOI":"10.1016\/j.jneumeth.2014.11.007"},{"key":"22","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2013.12.003"},{"key":"23","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2015.04.128"}],"container-title":["Computational Intelligence and Neuroscience"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/cin\/2018\/4613740.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/cin\/2018\/4613740.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/cin\/2018\/4613740.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2018,1,15]],"date-time":"2018-01-15T18:31:03Z","timestamp":1516041063000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.hindawi.com\/journals\/cin\/2018\/4613740\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"references-count":17,"alternative-id":["4613740","4613740"],"URL":"https:\/\/doi.org\/10.1155\/2018\/4613740","relation":{},"ISSN":["1687-5265","1687-5273"],"issn-type":[{"type":"print","value":"1687-5265"},{"type":"electronic","value":"1687-5273"}],"subject":[],"published":{"date-parts":[[2018]]}}}