{"id":"https://openalex.org/W4408325206","doi":"https://doi.org/10.1109/globecom52923.2024.10900967","title":"Anti-Noise and Cross-Domain CSI Gesture Recognition with Multi-Features Fusion Transformer","display_name":"Anti-Noise and Cross-Domain CSI Gesture Recognition with Multi-Features Fusion Transformer","publication_year":2024,"publication_date":"2024-12-08","ids":{"openalex":"https://openalex.org/W4408325206","doi":"https://doi.org/10.1109/globecom52923.2024.10900967"},"language":"en","primary_location":{"id":"doi:10.1109/globecom52923.2024.10900967","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom52923.2024.10900967","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2024 - 2024 IEEE Global Communications Conference","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/A5100784774","display_name":"Xiaolong Li","orcid":"https://orcid.org/0000-0003-3984-0448"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaolong Li","raw_affiliation_strings":["Hunan University Of Technology and Business,School of Computer Science,Changsha,China"],"affiliations":[{"raw_affiliation_string":"Hunan University Of Technology and Business,School of Computer Science,Changsha,China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102077278","display_name":"Heng Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Heng Yang","raw_affiliation_strings":["Hunan University Of Technology and Business,School of Computer Science,Changsha,China"],"affiliations":[{"raw_affiliation_string":"Hunan University Of Technology and Business,School of Computer Science,Changsha,China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043939315","display_name":"Changyan Yi","orcid":"https://orcid.org/0000-0002-3467-0710"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changyan Yi","raw_affiliation_strings":["Nanjing University of Aeronautics and Astronautics,College of Computer Science and Technology,Nanjing,China"],"affiliations":[{"raw_affiliation_string":"Nanjing University of Aeronautics and Astronautics,College of Computer Science and Technology,Nanjing,China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111001082","display_name":"Ruiting Deng","orcid":null},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruiting Deng","raw_affiliation_strings":["Hunan University Of Technology and Business,School of Computer Science,Changsha,China"],"affiliations":[{"raw_affiliation_string":"Hunan University Of Technology and Business,School of Computer Science,Changsha,China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032571426","display_name":"Xin Wu","orcid":"https://orcid.org/0000-0003-2513-1296"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Wu","raw_affiliation_strings":["Hunan University Of Technology and Business,School of Computer Science,Changsha,China"],"affiliations":[{"raw_affiliation_string":"Hunan University Of Technology and Business,School of Computer Science,Changsha,China","institution_ids":["https://openalex.org/I16609230"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100784774"],"corresponding_institution_ids":["https://openalex.org/I16609230"],"apc_list":null,"apc_paid":null,"fwci":1.165,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.8039065,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"4191","last_page":"4195"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9993000030517578,"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"}},{"id":"https://openalex.org/T12740","display_name":"Gait Recognition and Analysis","score":0.9316999912261963,"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/computer-science","display_name":"Computer science","score":0.6849997043609619},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5832323431968689},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.5291032195091248},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5263530015945435},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.5042661428451538},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5005567073822021},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.44240641593933105},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.4272473454475403},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.40080365538597107},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39644190669059753},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13927942514419556},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.08430653810501099},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.05831056833267212}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6849997043609619},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5832323431968689},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.5291032195091248},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5263530015945435},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.5042661428451538},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5005567073822021},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.44240641593933105},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.4272473454475403},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.40080365538597107},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39644190669059753},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13927942514419556},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.08430653810501099},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.05831056833267212},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/globecom52923.2024.10900967","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom52923.2024.10900967","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2024 - 2024 IEEE Global Communications Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2805052215","https://openalex.org/W2899145720","https://openalex.org/W3043470802","https://openalex.org/W3138516171","https://openalex.org/W3196221233","https://openalex.org/W4226424792","https://openalex.org/W4285818870","https://openalex.org/W4312476858","https://openalex.org/W4391341370","https://openalex.org/W4395018794"],"related_works":["https://openalex.org/W2537963312","https://openalex.org/W2066003895","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/W2989699735"],"abstract_inverted_index":{"Human-machine":[0],"interaction":[1],"has":[2],"sparked":[3],"significant":[4],"interest,":[5],"leading":[6],"to":[7,26,98],"the":[8,55,112],"rise":[9],"of":[10,108],"Channel":[11],"State":[12],"Information":[13],"(CSI)-based":[14],"gesture":[15,43,78,126],"recognition":[16,44,127],"systems.":[17],"However,":[18],"these":[19,47],"systems":[20],"often":[21],"struggle":[22],"with":[23,89],"accuracy":[24],"due":[25],"high":[27],"noise":[28,71],"levels":[29],"and":[30,58,61,92,104,124],"limited":[31],"cross-domain":[32,125],"performance.":[33],"This":[34],"paper":[35],"presents":[36],"a":[37,63,84,93],"robust":[38,64,85],"approach":[39],"that":[40,68,116],"enhances":[41],"CSI-based":[42],"by":[45],"addressing":[46],"challenges.":[48],"We":[49],"introduce":[50],"key":[51],"concepts":[52],"such":[53],"as":[54],"CSI":[56],"ratio":[57],"phase":[59],"matrix":[60],"develop":[62],"data":[65],"preprocessing":[66],"method":[67],"reduces":[69],"environmental":[70],"while":[72],"retaining":[73],"dynamic":[74],"components":[75],"crucial":[76],"for":[77],"recognition.":[79],"Our":[80],"method,":[81],"WiMT,":[82],"leverages":[83],"multi-features":[86],"fusion":[87],"transformer":[88],"spatiotemporal":[90,95],"partitioning":[91],"multiscale":[94],"self-attention":[96],"mechanism":[97],"effectively":[99],"capture":[100],"both":[101],"local":[102],"spatial":[103],"global":[105],"temporal":[106],"features":[107],"gestures.":[109],"Evaluations":[110],"on":[111],"Widar3":[113],"dataset":[114],"demonstrate":[115],"our":[117],"model":[118],"surpasses":[119],"existing":[120],"methods":[121],"in":[122],"in-domain":[123],"tasks.":[128]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}
