{"id":"https://openalex.org/W4292869875","doi":"https://doi.org/10.3390/s22176319","title":"A Systematic Review of Sensor Fusion Methods Using Peripheral Bio-Signals for Human Intention Decoding","display_name":"A Systematic Review of Sensor Fusion Methods Using Peripheral Bio-Signals for Human Intention Decoding","publication_year":2022,"publication_date":"2022-08-23","ids":{"openalex":"https://openalex.org/W4292869875","doi":"https://doi.org/10.3390/s22176319","pmid":"https://pubmed.ncbi.nlm.nih.gov/36080778"},"language":"en","primary_location":{"id":"doi:10.3390/s22176319","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22176319","pdf_url":"https://www.mdpi.com/1424-8220/22/17/6319/pdf?version=1661242365","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/22/17/6319/pdf?version=1661242365","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064359157","display_name":"Anany Dwivedi","orcid":"https://orcid.org/0000-0003-3262-6676"},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Anany Dwivedi","raw_affiliation_strings":["Chair of Autonomous Systems and Mechatronics, Department of Electrical Engineering, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, 91052 Erlangen, Germany"],"affiliations":[{"raw_affiliation_string":"Chair of Autonomous Systems and Mechatronics, Department of Electrical Engineering, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, 91052 Erlangen, Germany","institution_ids":["https://openalex.org/I181369854"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027371495","display_name":"Helen Groll","orcid":null},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Helen Groll","raw_affiliation_strings":["Chair of Autonomous Systems and Mechatronics, Department of Electrical Engineering, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, 91052 Erlangen, Germany"],"affiliations":[{"raw_affiliation_string":"Chair of Autonomous Systems and Mechatronics, Department of Electrical Engineering, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, 91052 Erlangen, Germany","institution_ids":["https://openalex.org/I181369854"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082242689","display_name":"Philipp Beckerle","orcid":"https://orcid.org/0000-0001-5703-6029"},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Philipp Beckerle","raw_affiliation_strings":["Chair of Autonomous Systems and Mechatronics, Department of Electrical Engineering, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, 91052 Erlangen, Germany","Department of Artificial Intelligence in Biomedical Engineering, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, 91052 Erlangen, Germany"],"affiliations":[{"raw_affiliation_string":"Chair of Autonomous Systems and Mechatronics, Department of Electrical Engineering, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, 91052 Erlangen, Germany","institution_ids":["https://openalex.org/I181369854"]},{"raw_affiliation_string":"Department of Artificial Intelligence in Biomedical Engineering, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, 91052 Erlangen, Germany","institution_ids":["https://openalex.org/I181369854"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5082242689"],"corresponding_institution_ids":["https://openalex.org/I181369854"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":1.4665,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.79979469,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"22","issue":"17","first_page":"6319","last_page":"6319"},"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":0.9988999962806702,"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":0.9944999814033508,"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/electrical-impedance-myography","display_name":"Electrical impedance myography","score":0.6881995797157288},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6718432307243347},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.6697632074356079},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5140501260757446},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5047239065170288},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.5013771057128906},{"id":"https://openalex.org/keywords/electromyography","display_name":"Electromyography","score":0.4169246256351471},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.39676573872566223},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35572898387908936},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.11314383149147034},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.10425809025764465},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.0680151879787445}],"concepts":[{"id":"https://openalex.org/C1918360","wikidata":"https://www.wikidata.org/wiki/Q5357720","display_name":"Electrical impedance myography","level":3,"score":0.6881995797157288},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6718432307243347},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.6697632074356079},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5140501260757446},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5047239065170288},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.5013771057128906},{"id":"https://openalex.org/C2777515770","wikidata":"https://www.wikidata.org/wiki/Q507369","display_name":"Electromyography","level":2,"score":0.4169246256351471},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.39676573872566223},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35572898387908936},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.11314383149147034},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.10425809025764465},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.0680151879787445},{"id":"https://openalex.org/C120770815","wikidata":"https://www.wikidata.org/wiki/Q14859627","display_name":"Vasodilation","level":2,"score":0.0},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009213","descriptor_name":"Myography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009213","descriptor_name":"Myography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009213","descriptor_name":"Myography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009213","descriptor_name":"Myography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012371","descriptor_name":"Robotics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012371","descriptor_name":"Robotics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012371","descriptor_name":"Robotics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012371","descriptor_name":"Robotics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D033182","descriptor_name":"Intention","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D033182","descriptor_name":"Intention","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D033182","descriptor_name":"Intention","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D033182","descriptor_name":"Intention","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D034941","descriptor_name":"Upper Extremity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D034941","descriptor_name":"Upper Extremity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D034941","descriptor_name":"Upper Extremity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D034941","descriptor_name":"Upper Extremity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":6,"locations":[{"id":"doi:10.3390/s22176319","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22176319","pdf_url":"https://www.mdpi.com/1424-8220/22/17/6319/pdf?version=1661242365","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:36080778","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36080778","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:7b79d417ece3454ca4a871199810dd81","is_oa":true,"landing_page_url":"https://doaj.org/article/7b79d417ece3454ca4a871199810dd81","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 22, Iss 17, p 6319 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/22/17/6319/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s22176319","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 22; Issue 17; Pages: 6319","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:9460678","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9460678","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:ub.uni-erlangen.de-opus:20369","is_oa":true,"landing_page_url":"https://opus4.kobv.de/opus4-fau/files/20369/sensors-22-06319.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306401636","display_name":"OPUS Repository (Kooperativer Bibliotheksverbund Berlin-Brandenburg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/s22176319","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22176319","pdf_url":"https://www.mdpi.com/1424-8220/22/17/6319/pdf?version=1661242365","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4292869875.pdf","grobid_xml":"https://content.openalex.org/works/W4292869875.grobid-xml"},"referenced_works_count":109,"referenced_works":["https://openalex.org/W1028195728","https://openalex.org/W1609287761","https://openalex.org/W1648187102","https://openalex.org/W1928643227","https://openalex.org/W1955903249","https://openalex.org/W1966498387","https://openalex.org/W1966976587","https://openalex.org/W1968781294","https://openalex.org/W1977872363","https://openalex.org/W1979657959","https://openalex.org/W1982463665","https://openalex.org/W1991397260","https://openalex.org/W2005168391","https://openalex.org/W2008276678","https://openalex.org/W2027782798","https://openalex.org/W2032896546","https://openalex.org/W2033093618","https://openalex.org/W2043651382","https://openalex.org/W2051225220","https://openalex.org/W2053154970","https://openalex.org/W2054627374","https://openalex.org/W2055221560","https://openalex.org/W2071562725","https://openalex.org/W2073476715","https://openalex.org/W2074236388","https://openalex.org/W2077577686","https://openalex.org/W2086087122","https://openalex.org/W2089274876","https://openalex.org/W2093130693","https://openalex.org/W2106526692","https://openalex.org/W2109246324","https://openalex.org/W2111340349","https://openalex.org/W2118202495","https://openalex.org/W2129566274","https://openalex.org/W2136259449","https://openalex.org/W2136912631","https://openalex.org/W2139354825","https://openalex.org/W2140230496","https://openalex.org/W2141964067","https://openalex.org/W2152528000","https://openalex.org/W2161552863","https://openalex.org/W2164777277","https://openalex.org/W2166607851","https://openalex.org/W2169931829","https://openalex.org/W2290793600","https://openalex.org/W2293862159","https://openalex.org/W2317340013","https://openalex.org/W2329320709","https://openalex.org/W2376579142","https://openalex.org/W2516046201","https://openalex.org/W2559570614","https://openalex.org/W2570810937","https://openalex.org/W2592803745","https://openalex.org/W2617281737","https://openalex.org/W2738010428","https://openalex.org/W2738133635","https://openalex.org/W2738251403","https://openalex.org/W2742384162","https://openalex.org/W2744446602","https://openalex.org/W2768087430","https://openalex.org/W2786481407","https://openalex.org/W2789440573","https://openalex.org/W2791253741","https://openalex.org/W2802419356","https://openalex.org/W2883075544","https://openalex.org/W2883233325","https://openalex.org/W2890789060","https://openalex.org/W2897832978","https://openalex.org/W2900402358","https://openalex.org/W2904115016","https://openalex.org/W2907130120","https://openalex.org/W2909306400","https://openalex.org/W2928610830","https://openalex.org/W2935888931","https://openalex.org/W2963876062","https://openalex.org/W2967886525","https://openalex.org/W2969971874","https://openalex.org/W2974746809","https://openalex.org/W2980143957","https://openalex.org/W2984653098","https://openalex.org/W2987322373","https://openalex.org/W2995587820","https://openalex.org/W2998591503","https://openalex.org/W2999390838","https://openalex.org/W3016618935","https://openalex.org/W3035887284","https://openalex.org/W3037102754","https://openalex.org/W3043900671","https://openalex.org/W3047759098","https://openalex.org/W3084898021","https://openalex.org/W3090523628","https://openalex.org/W3112365681","https://openalex.org/W3125845873","https://openalex.org/W3135673358","https://openalex.org/W3144543375","https://openalex.org/W3178669050","https://openalex.org/W3207614410","https://openalex.org/W4200050050","https://openalex.org/W4200485516","https://openalex.org/W4200565591","https://openalex.org/W4205276187","https://openalex.org/W4241784952","https://openalex.org/W4250016271","https://openalex.org/W4286368122","https://openalex.org/W4294214983","https://openalex.org/W4297832436","https://openalex.org/W6729934424","https://openalex.org/W7017205813","https://openalex.org/W7030194072"],"related_works":["https://openalex.org/W1971122449","https://openalex.org/W2766789395","https://openalex.org/W2138048264","https://openalex.org/W1780306819","https://openalex.org/W2003999896","https://openalex.org/W2415356913","https://openalex.org/W2139685000","https://openalex.org/W4360997298","https://openalex.org/W2740986278","https://openalex.org/W2987008818"],"abstract_inverted_index":{"Humans":[0],"learn":[1],"about":[2],"the":[3,34,42,86,104,114,130,169,173,177,181,185,193,207,226],"environment":[4],"by":[5,54,94],"interacting":[6],"with":[7,41,172],"it.":[8],"With":[9],"an":[10,38,51],"increasing":[11],"use":[12],"of":[13,90,116,132,142,165,195,209],"computer":[14],"and":[15,22,78,88,109,119,146,159],"virtual":[16],"applications":[17,220],"as":[18,20,74,149,151,155],"well":[19,150],"robotic":[21],"prosthetic":[23],"devices,":[24],"there":[25],"is":[26],"a":[27,100,203,210],"need":[28],"for":[29,180,206,218],"intuitive":[30,52],"interfaces":[31,48],"that":[32,66,112,192],"allow":[33],"user":[35,138,178],"to":[36,70,202],"have":[37],"embodied":[39],"interaction":[40],"devices":[43],"they":[44],"are":[45,62],"controlling.":[46],"Muscle-machine":[47],"can":[49,67,189],"provide":[50],"solution":[53],"decoding":[55,137,176,208],"human":[56],"intentions":[57],"utilizing":[58],"myoelectric":[59],"activations.":[60],"There":[61],"several":[63],"different":[64,91,117,133,219],"methods":[65,93,162,200],"be":[68,190],"utilized":[69],"develop":[71],"MuMIs,":[72],"such":[73,154],"electromyography,":[75,143],"ultrasonography,":[76,144],"mechanomyography,":[77,145],"near-infrared":[79,147],"spectroscopy.":[80],"In":[81,99],"this":[82],"paper,":[83],"we":[84,107],"analyze":[85,110],"advantages":[87],"disadvantages":[89],"myography":[92,96,120,199],"reviewing":[95],"fusion":[97,115,134,141,194,216],"methods.":[98],"systematic":[101,186],"review":[102],"following":[103],"PRISMA":[105],"guidelines,":[106],"identify":[108],"studies":[111],"employ":[113],"sensors":[118],"techniques,":[121],"while":[122],"also":[123,128,222],"considering":[124],"interface":[125],"wearability.":[126],"We":[127],"explore":[129],"properties":[131],"techniques":[135,217],"in":[136],"intentions.":[139],"The":[140],"spectroscopy":[148],"other":[152],"sensing":[153,161],"inertial":[156],"measurement":[157],"units":[158],"optical":[160],"has":[163],"been":[164],"continuous":[166],"interest":[167],"over":[168],"last":[170],"decade":[171],"main":[174],"focus":[175],"intention":[179],"upper":[182],"limb.":[183],"From":[184],"review,":[187],"it":[188],"concluded":[191],"two":[196],"or":[197],"more":[198],"leads":[201],"better":[204],"performance":[205],"user's":[211],"intention.":[212],"Furthermore,":[213],"promising":[214],"sensor":[215],"were":[221],"identified":[223],"based":[224],"on":[225],"existing":[227],"literature.":[228]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
