{"id":"https://openalex.org/W3185811134","doi":"https://doi.org/10.1109/mocast52088.2021.9493383","title":"Real-Time CSI-Based Wireless Gesture Recognition for Human-Machine Interaction","display_name":"Real-Time CSI-Based Wireless Gesture Recognition for Human-Machine Interaction","publication_year":2021,"publication_date":"2021-07-05","ids":{"openalex":"https://openalex.org/W3185811134","doi":"https://doi.org/10.1109/mocast52088.2021.9493383","mag":"3185811134"},"language":"en","primary_location":{"id":"doi:10.1109/mocast52088.2021.9493383","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mocast52088.2021.9493383","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 10th International Conference on Modern Circuits and Systems Technologies (MOCAST)","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/A5091637734","display_name":"Alessandro Polo","orcid":"https://orcid.org/0000-0002-8190-2377"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Alessandro Polo","raw_affiliation_strings":["Research Unit, CNIT - \"University of Trento\", Trento, Italy"],"affiliations":[{"raw_affiliation_string":"Research Unit, CNIT - \"University of Trento\", Trento, Italy","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015474725","display_name":"Marco Salucci","orcid":"https://orcid.org/0000-0002-6948-8636"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Salucci","raw_affiliation_strings":["Research Unit, CNIT - \"University of Trento\", Trento, Italy"],"affiliations":[{"raw_affiliation_string":"Research Unit, CNIT - \"University of Trento\", Trento, Italy","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016172241","display_name":"Stefano Verzura","orcid":null},"institutions":[{"id":"https://openalex.org/I4210154278","display_name":"Institute of Biomedical Technologies","ror":"https://ror.org/04ehykb85","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210154278","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Stefano Verzura","raw_affiliation_strings":["Huawei Technologies, Segrate, Italy"],"affiliations":[{"raw_affiliation_string":"Huawei Technologies, Segrate, Italy","institution_ids":["https://openalex.org/I4210154278"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074583120","display_name":"Zhenkun Zhou","orcid":"https://orcid.org/0000-0002-8442-4235"},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenkun Zhou","raw_affiliation_strings":["Huawei Technologies, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Huawei Technologies, Shenzhen, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049765815","display_name":"Andrea Massa","orcid":"https://orcid.org/0000-0002-8429-8937"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]},{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN","IT"],"is_corresponding":false,"raw_author_name":"Andrea Massa","raw_affiliation_strings":["ELEDIA Research Center, ELEDIA@TSINGHUA \u2013 Tsinghua University, Beijing, China","ELEDIA Research Center, ELEDIA@UESTC \u2013 UESTC, Chengdu, China","Research Unit, CNIT - \"University of Trento\", Trento, Italy"],"affiliations":[{"raw_affiliation_string":"ELEDIA Research Center, ELEDIA@TSINGHUA \u2013 Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"ELEDIA Research Center, ELEDIA@UESTC \u2013 UESTC, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"Research Unit, CNIT - \"University of Trento\", Trento, Italy","institution_ids":["https://openalex.org/I193223587"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5091637734"],"corresponding_institution_ids":["https://openalex.org/I193223587"],"apc_list":null,"apc_paid":null,"fwci":0.5081,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.641758,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"32","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10860","display_name":"Speech and Audio Processing","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8182389736175537},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.7760869264602661},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.7722570300102234},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.6087033152580261},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.6039790511131287},{"id":"https://openalex.org/keywords/activity-recognition","display_name":"Activity recognition","score":0.5477941036224365},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48129311203956604},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.44557783007621765},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3349180221557617},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3243338465690613},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.08134093880653381}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8182389736175537},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.7760869264602661},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.7722570300102234},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6087033152580261},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.6039790511131287},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.5477941036224365},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48129311203956604},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.44557783007621765},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3349180221557617},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3243338465690613},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.08134093880653381},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mocast52088.2021.9493383","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mocast52088.2021.9493383","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 10th International Conference on Modern Circuits and Systems Technologies (MOCAST)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unitn.it:11572/316153","is_oa":false,"landing_page_url":"http://hdl.handle.net/11572/316153","pdf_url":null,"source":{"id":"https://openalex.org/S4306401913","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1585228652","https://openalex.org/W2073885406","https://openalex.org/W2079301453","https://openalex.org/W2089695767","https://openalex.org/W2137690751","https://openalex.org/W2137703750","https://openalex.org/W2148985304","https://openalex.org/W2172000360","https://openalex.org/W2345276999","https://openalex.org/W2423260985","https://openalex.org/W2488743304","https://openalex.org/W2626807326","https://openalex.org/W2743606127","https://openalex.org/W2747848805","https://openalex.org/W2767453110","https://openalex.org/W2769250359","https://openalex.org/W2803131117","https://openalex.org/W2902616467","https://openalex.org/W2957069915","https://openalex.org/W2964093990","https://openalex.org/W2989972314","https://openalex.org/W4234967753"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W2902873204","https://openalex.org/W2185750513","https://openalex.org/W2010878661","https://openalex.org/W3147379364","https://openalex.org/W2026258298","https://openalex.org/W3204639664","https://openalex.org/W2970836791","https://openalex.org/W2805039731","https://openalex.org/W2989699735"],"abstract_inverted_index":{"The":[0],"study":[1],"and":[2,8,13,20],"the":[3],"design":[4],"of":[5,17,49,87],"novel":[6,55],"methodologies":[7],"techniques":[9,30],"for":[10],"user's":[11],"activity":[12],"gesture":[14,28],"recognition":[15,29],"is":[16,69],"great":[18],"interest":[19],"a":[21,54,79,84],"hot":[22],"topic":[23],"in":[24,78],"human-computer":[25],"interactions.":[26],"Hand":[27],"based":[31,59],"on":[32,60],"computer-vision":[33],"have":[34],"yielded":[35],"impressive":[36],"results,":[37],"but":[38],"they":[39],"involve":[40],"users'":[41],"privacy":[42],"concerns,":[43],"therefore":[44],"other":[45],"sensing":[46,63],"approaches":[47],"are":[48],"interest.":[50],"In":[51],"this":[52],"work,":[53],"machine":[56],"learning":[57],"methodology":[58],"passive":[61],"electromagnetic":[62],"that":[64],"exploits":[65],"commodity":[66],"Wi-Fi":[67],"signals":[68],"proposed.":[70],"Such":[71],"an":[72],"approach":[73],"has":[74],"been":[75],"preliminary":[76],"validated":[77],"real":[80],"house":[81],"environment":[82],"with":[83],"classification":[85],"accuracy":[86],"98%.":[88]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2021-08-02T00:00:00"}
