{"id":"https://openalex.org/W4415547884","doi":"https://doi.org/10.1007/s11760-025-04886-y","title":"Continuous ankle motion prediction from bi-channel EMG signals: a hybrid BWO-FAWT and GRU approach","display_name":"Continuous ankle motion prediction from bi-channel EMG signals: a hybrid BWO-FAWT and GRU approach","publication_year":2025,"publication_date":"2025-10-25","ids":{"openalex":"https://openalex.org/W4415547884","doi":"https://doi.org/10.1007/s11760-025-04886-y"},"language":"en","primary_location":{"id":"doi:10.1007/s11760-025-04886-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11760-025-04886-y","pdf_url":null,"source":{"id":"https://openalex.org/S156904493","display_name":"Signal Image and Video Processing","issn_l":"1863-1703","issn":["1863-1703","1863-1711"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Signal, Image and Video Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092477242","display_name":"Ali Zakaria Messaoui","orcid":"https://orcid.org/0000-0001-5753-5776"},"institutions":[{"id":"https://openalex.org/I181827316","display_name":"Universit\u00e9 Catholique de Lille","ror":"https://ror.org/025s1b152","country_code":"FR","type":"education","lineage":["https://openalex.org/I181827316"]},{"id":"https://openalex.org/I2802493600","display_name":"Polytechnic School of Algiers","ror":"https://ror.org/05t0zwy08","country_code":"DZ","type":"education","lineage":["https://openalex.org/I2802493600"]}],"countries":["DZ","FR"],"is_corresponding":true,"raw_author_name":"Ali Zakaria Messaoui","raw_affiliation_strings":["Complex Systems Control and Simulators Laboratory, Ecole Militaire Polytechnique, Bordj El Bahri, 16046, Algiers, Algeria","ICL, Junia, Universit\u00e9 Catholique de Lille, LITL, F-59000, Lille, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Complex Systems Control and Simulators Laboratory, Ecole Militaire Polytechnique, Bordj El Bahri, 16046, Algiers, Algeria","institution_ids":["https://openalex.org/I2802493600"]},{"raw_affiliation_string":"ICL, Junia, Universit\u00e9 Catholique de Lille, LITL, F-59000, Lille, France","institution_ids":["https://openalex.org/I181827316"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032854915","display_name":"Mohamed Amine Alouane","orcid":null},"institutions":[{"id":"https://openalex.org/I2802493600","display_name":"Polytechnic School of Algiers","ror":"https://ror.org/05t0zwy08","country_code":"DZ","type":"education","lineage":["https://openalex.org/I2802493600"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Mohamed Amine Alouane","raw_affiliation_strings":["Complex Systems Control and Simulators Laboratory, Ecole Militaire Polytechnique, Bordj El Bahri, 16046, Algiers, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Complex Systems Control and Simulators Laboratory, Ecole Militaire Polytechnique, Bordj El Bahri, 16046, Algiers, Algeria","institution_ids":["https://openalex.org/I2802493600"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063382544","display_name":"Mohamed Guiatni","orcid":"https://orcid.org/0000-0002-5899-6862"},"institutions":[{"id":"https://openalex.org/I2802493600","display_name":"Polytechnic School of Algiers","ror":"https://ror.org/05t0zwy08","country_code":"DZ","type":"education","lineage":["https://openalex.org/I2802493600"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Mohamed Guiatni","raw_affiliation_strings":["Complex Systems Control and Simulators Laboratory, Ecole Militaire Polytechnique, Bordj El Bahri, 16046, Algiers, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Complex Systems Control and Simulators Laboratory, Ecole Militaire Polytechnique, Bordj El Bahri, 16046, Algiers, Algeria","institution_ids":["https://openalex.org/I2802493600"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060909024","display_name":"Laurent Peyrodie","orcid":"https://orcid.org/0000-0001-6602-9584"},"institutions":[{"id":"https://openalex.org/I181827316","display_name":"Universit\u00e9 Catholique de Lille","ror":"https://ror.org/025s1b152","country_code":"FR","type":"education","lineage":["https://openalex.org/I181827316"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Laurent Peyrodie","raw_affiliation_strings":["ICL, Junia, Universit\u00e9 Catholique de Lille, LITL, F-59000, Lille, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ICL, Junia, Universit\u00e9 Catholique de Lille, LITL, F-59000, Lille, France","institution_ids":["https://openalex.org/I181827316"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072652212","display_name":"Enzo Fernandez","orcid":null},"institutions":[{"id":"https://openalex.org/I181827316","display_name":"Universit\u00e9 Catholique de Lille","ror":"https://ror.org/025s1b152","country_code":"FR","type":"education","lineage":["https://openalex.org/I181827316"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Enzo Fernandez","raw_affiliation_strings":["ICL, Junia, Universit\u00e9 Catholique de Lille, LITL, F-59000, Lille, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ICL, Junia, Universit\u00e9 Catholique de Lille, LITL, F-59000, Lille, France","institution_ids":["https://openalex.org/I181827316"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085410437","display_name":"H.T. Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haopping Wang","raw_affiliation_strings":["Sino-French International Joint Laboratory of Automatic Control and Signal Processing (LaFCAS), School of Automation, Nanjing University of Science and Technology, 210094, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sino-French International Joint Laboratory of Automatic Control and Signal Processing (LaFCAS), School of Automation, Nanjing University of Science and Technology, 210094, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5092477242"],"corresponding_institution_ids":["https://openalex.org/I181827316","https://openalex.org/I2802493600"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.25323257,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"19","issue":"15","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10338","display_name":"Advanced Sensor and Energy Harvesting Materials","score":0.987500011920929,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9666000008583069,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.6273999810218811},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.5572999715805054},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.5537999868392944},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4683000147342682},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4611000120639801},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.451200008392334},{"id":"https://openalex.org/keywords/white-noise","display_name":"White noise","score":0.43639999628067017},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4277999997138977},{"id":"https://openalex.org/keywords/electromyography","display_name":"Electromyography","score":0.40560001134872437},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.3880999982357025}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7107999920845032},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.6273999810218811},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.5572999715805054},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.5537999868392944},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5065000057220459},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4683000147342682},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4611000120639801},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.451200008392334},{"id":"https://openalex.org/C112633086","wikidata":"https://www.wikidata.org/wiki/Q381287","display_name":"White noise","level":2,"score":0.43639999628067017},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4277999997138977},{"id":"https://openalex.org/C2777515770","wikidata":"https://www.wikidata.org/wiki/Q507369","display_name":"Electromyography","level":2,"score":0.40560001134872437},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.3880999982357025},{"id":"https://openalex.org/C167085575","wikidata":"https://www.wikidata.org/wiki/Q6803654","display_name":"Mean squared prediction error","level":2,"score":0.3790000081062317},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.3743000030517578},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.37059998512268066},{"id":"https://openalex.org/C154579607","wikidata":"https://www.wikidata.org/wiki/Q3373850","display_name":"Peak signal-to-noise ratio","level":3,"score":0.36629998683929443},{"id":"https://openalex.org/C71907059","wikidata":"https://www.wikidata.org/wiki/Q223323","display_name":"Root mean square","level":2,"score":0.3549000024795532},{"id":"https://openalex.org/C95722684","wikidata":"https://www.wikidata.org/wiki/Q2622756","display_name":"Continuous wavelet transform","level":5,"score":0.35249999165534973},{"id":"https://openalex.org/C2780092901","wikidata":"https://www.wikidata.org/wiki/Q3433612","display_name":"Correlation coefficient","level":2,"score":0.3222000002861023},{"id":"https://openalex.org/C90652560","wikidata":"https://www.wikidata.org/wiki/Q11091747","display_name":"Minimum mean square error","level":3,"score":0.31200000643730164},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3100000023841858},{"id":"https://openalex.org/C2776537626","wikidata":"https://www.wikidata.org/wiki/Q4047883","display_name":"Long-term prediction","level":2,"score":0.2944999933242798},{"id":"https://openalex.org/C13944312","wikidata":"https://www.wikidata.org/wiki/Q7512748","display_name":"Signal-to-noise ratio (imaging)","level":2,"score":0.2935999929904938},{"id":"https://openalex.org/C188154048","wikidata":"https://www.wikidata.org/wiki/Q6803609","display_name":"Mean absolute error","level":3,"score":0.28940001130104065},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.28790000081062317},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.28369998931884766},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.28139999508857727},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.2728999853134155},{"id":"https://openalex.org/C122383733","wikidata":"https://www.wikidata.org/wiki/Q865920","display_name":"Approximation error","level":2,"score":0.26339998841285706},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.25870001316070557},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.25119999051094055}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11760-025-04886-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11760-025-04886-y","pdf_url":null,"source":{"id":"https://openalex.org/S156904493","display_name":"Signal Image and Video Processing","issn_l":"1863-1703","issn":["1863-1703","1863-1711"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Signal, Image and Video Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1430048851","https://openalex.org/W1492330046","https://openalex.org/W1964793210","https://openalex.org/W2000439420","https://openalex.org/W2108802682","https://openalex.org/W2111307634","https://openalex.org/W2139462481","https://openalex.org/W2915722752","https://openalex.org/W2998852862","https://openalex.org/W3084214250","https://openalex.org/W3121018641","https://openalex.org/W3137329082","https://openalex.org/W3164499460","https://openalex.org/W3215905931","https://openalex.org/W4214579445","https://openalex.org/W4214845523","https://openalex.org/W4245518573","https://openalex.org/W4281750595","https://openalex.org/W4311807667","https://openalex.org/W4313594784","https://openalex.org/W4362553020","https://openalex.org/W4383750319","https://openalex.org/W4387670492","https://openalex.org/W4388430330","https://openalex.org/W4393932956","https://openalex.org/W4399768802","https://openalex.org/W4401072454","https://openalex.org/W4401414462","https://openalex.org/W4402374923","https://openalex.org/W4402508985","https://openalex.org/W4402977861","https://openalex.org/W4404995553"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-25T00:00:00"}
