{"id":"https://openalex.org/W2897801305","doi":"https://doi.org/10.1109/biorob.2018.8487750","title":"Classification of Gait Phases Based on Bilateral EMG Data Using Support Vector Machines","display_name":"Classification of Gait Phases Based on Bilateral EMG Data Using Support Vector Machines","publication_year":2018,"publication_date":"2018-08-01","ids":{"openalex":"https://openalex.org/W2897801305","doi":"https://doi.org/10.1109/biorob.2018.8487750","mag":"2897801305"},"language":"en","primary_location":{"id":"doi:10.1109/biorob.2018.8487750","is_oa":false,"landing_page_url":"https://doi.org/10.1109/biorob.2018.8487750","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 7th IEEE International Conference on Biomedical Robotics and Biomechatronics (Biorob)","raw_type":"proceedings-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/A5068800237","display_name":"Jakob Ziegler","orcid":"https://orcid.org/0000-0002-3154-6650"},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Jakob Ziegler","raw_affiliation_strings":["Institute of Robotics, Johannes Kepler University of Linz, Linz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Robotics, Johannes Kepler University of Linz, Linz, Austria","institution_ids":["https://openalex.org/I121883995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049498640","display_name":"Hubert Gattringer","orcid":"https://orcid.org/0000-0002-8846-9051"},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Hubert Gattringer","raw_affiliation_strings":["Institute of Robotics, Johannes Kepler University of Linz, Linz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Robotics, Johannes Kepler University of Linz, Linz, Austria","institution_ids":["https://openalex.org/I121883995"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088500114","display_name":"Andreas Mueller","orcid":"https://orcid.org/0000-0002-2349-9428"},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Andreas Mueller","raw_affiliation_strings":["Institute of Robotics, Johannes Kepler University of Linz, Linz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Robotics, Johannes Kepler University of Linz, Linz, Austria","institution_ids":["https://openalex.org/I121883995"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.2336,"has_fulltext":false,"cited_by_count":57,"citation_normalized_percentile":{"value":0.9241179,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"978","last_page":"983"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":1.0,"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":1.0,"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":0.9984999895095825,"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7843074202537537},{"id":"https://openalex.org/keywords/electromyography","display_name":"Electromyography","score":0.7438122034072876},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6857513785362244},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6285171508789062},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.612916886806488},{"id":"https://openalex.org/keywords/gait","display_name":"Gait","score":0.5673313140869141},{"id":"https://openalex.org/keywords/swing","display_name":"Swing","score":0.5219835042953491},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5147354602813721},{"id":"https://openalex.org/keywords/movement","display_name":"Movement (music)","score":0.4421078860759735},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.42665913701057434},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4248882532119751},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3223980665206909},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1663665771484375},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.08533942699432373}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7843074202537537},{"id":"https://openalex.org/C2777515770","wikidata":"https://www.wikidata.org/wiki/Q507369","display_name":"Electromyography","level":2,"score":0.7438122034072876},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6857513785362244},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6285171508789062},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.612916886806488},{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.5673313140869141},{"id":"https://openalex.org/C65655974","wikidata":"https://www.wikidata.org/wiki/Q14867674","display_name":"Swing","level":2,"score":0.5219835042953491},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5147354602813721},{"id":"https://openalex.org/C2780226923","wikidata":"https://www.wikidata.org/wiki/Q929848","display_name":"Movement (music)","level":2,"score":0.4421078860759735},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.42665913701057434},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4248882532119751},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3223980665206909},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1663665771484375},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.08533942699432373},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/biorob.2018.8487750","is_oa":false,"landing_page_url":"https://doi.org/10.1109/biorob.2018.8487750","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 7th IEEE International Conference on Biomedical Robotics and Biomechatronics (Biorob)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.49000000953674316,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1050948393","https://openalex.org/W1567010277","https://openalex.org/W1989324306","https://openalex.org/W2004477428","https://openalex.org/W2018488577","https://openalex.org/W2020394368","https://openalex.org/W2034579881","https://openalex.org/W2037715433","https://openalex.org/W2044628302","https://openalex.org/W2053592319","https://openalex.org/W2106526692","https://openalex.org/W2109943925","https://openalex.org/W2110119146","https://openalex.org/W2125585124","https://openalex.org/W2149646777","https://openalex.org/W2153635508","https://openalex.org/W2156914236","https://openalex.org/W2185375241","https://openalex.org/W2203630559","https://openalex.org/W2222399534","https://openalex.org/W2302210311","https://openalex.org/W2413248676","https://openalex.org/W2488164446","https://openalex.org/W2508819249","https://openalex.org/W2520924255","https://openalex.org/W4231228358","https://openalex.org/W4242470988","https://openalex.org/W6686443891"],"related_works":["https://openalex.org/W2360051520","https://openalex.org/W2798244654","https://openalex.org/W3168108534","https://openalex.org/W34871393","https://openalex.org/W4206135463","https://openalex.org/W1486689224","https://openalex.org/W2094697992","https://openalex.org/W4229574949","https://openalex.org/W2368813785","https://openalex.org/W2140963565"],"abstract_inverted_index":{"Robotic":[0],"systems":[1],"for":[2],"rehabilitation":[3],"of":[4,16,24,40,56,64,85,100,114],"movement":[5,28],"disorders":[6],"and":[7,38,67],"motion":[8,17,54],"assistance":[9],"are":[10],"gaining":[11],"increased":[12],"attention.":[13],"Robust":[14],"classification":[15,63,112],"data":[18],"as":[19,21],"well":[20],"reliable":[22],"recognition":[23],"the":[25,53,57,62,76,83,96],"user's":[26],"intended":[27],"play":[29],"a":[30,49],"major":[31],"role":[32],"in":[33,79],"order":[34],"to":[35,52,116],"maximize":[36],"wearability":[37],"effectiveness":[39],"such":[41],"systems.":[42],"Biological":[43],"signals":[44,99],"like":[45],"electromyography":[46],"(EMG)":[47],"provide":[48],"direct":[50],"connection":[51],"intention":[55],"wearer.":[58],"This":[59],"paper":[60],"addresses":[61],"stance":[65],"phase":[66,69],"swing":[68],"during":[70],"healthy":[71],"human":[72],"gait":[73],"based":[74],"on":[75],"muscle":[77,101],"activity":[78],"both":[80],"legs":[81],"using":[82],"theory":[84],"Support":[86],"Vector":[87],"Machines":[88],"(SVM).":[89],"A":[90],"novel":[91],"EMG":[92,98],"feature":[93],"calculated":[94],"from":[95],"bilateral":[97],"pairs":[102],"is":[103],"introduced.":[104],"The":[105],"presented":[106],"method":[107],"shows":[108],"promising":[109],"results":[110],"with":[111],"accuracies":[113],"up":[115],"96%.":[117]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":7}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
