{"id":"https://openalex.org/W3010920761","doi":"https://doi.org/10.1109/gcwkshps45667.2019.9024691","title":"Two-Stream Time Sequential Network Based Hand Gesture Recognition Method Using Radar Sensor","display_name":"Two-Stream Time Sequential Network Based Hand Gesture Recognition Method Using Radar Sensor","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W3010920761","doi":"https://doi.org/10.1109/gcwkshps45667.2019.9024691","mag":"3010920761"},"language":"en","primary_location":{"id":"doi:10.1109/gcwkshps45667.2019.9024691","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcwkshps45667.2019.9024691","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Globecom Workshops (GC Wkshps)","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/A5100642010","display_name":"Yong Wang","orcid":"https://orcid.org/0000-0001-5061-8173"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yong Wang","raw_affiliation_strings":["School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114500346","display_name":"Shasha Wang","orcid":"https://orcid.org/0000-0002-0242-7775"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shasha Wang","raw_affiliation_strings":["School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037835022","display_name":"Mu Zhou","orcid":"https://orcid.org/0000-0003-3533-2227"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mu Zhou","raw_affiliation_strings":["School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041958716","display_name":"Wei Nie","orcid":"https://orcid.org/0000-0003-1351-2411"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Nie","raw_affiliation_strings":["School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101839202","display_name":"Xiaolong Yang","orcid":"https://orcid.org/0000-0002-9536-0281"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaolong Yang","raw_affiliation_strings":["School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040270498","display_name":"Zengshan Tian","orcid":"https://orcid.org/0000-0003-2847-0488"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zengshan Tian","raw_affiliation_strings":["School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100642010"],"corresponding_institution_ids":["https://openalex.org/I10535382"],"apc_list":null,"apc_paid":null,"fwci":0.1694,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.54754836,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9986000061035156,"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":0.9986000061035156,"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":0.9857000112533569,"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":0.9833999872207642,"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":0.7421765327453613},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.6741772294044495},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6374108791351318},{"id":"https://openalex.org/keywords/rdm","display_name":"RDM","score":0.6302869915962219},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.6193943619728088},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5702815651893616},{"id":"https://openalex.org/keywords/fast-fourier-transform","display_name":"Fast Fourier transform","score":0.5575870275497437},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.5407668352127075},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5318939685821533},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.46731704473495483},{"id":"https://openalex.org/keywords/continuous-wave-radar","display_name":"Continuous-wave radar","score":0.4343324303627014},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.42865705490112305},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.4103997051715851},{"id":"https://openalex.org/keywords/radar-imaging","display_name":"Radar imaging","score":0.3862982988357544},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35408902168273926},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.15803074836730957},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.15061020851135254},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11643412709236145}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7421765327453613},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.6741772294044495},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6374108791351318},{"id":"https://openalex.org/C114965421","wikidata":"https://www.wikidata.org/wiki/Q2069955","display_name":"RDM","level":2,"score":0.6302869915962219},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.6193943619728088},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5702815651893616},{"id":"https://openalex.org/C75172450","wikidata":"https://www.wikidata.org/wiki/Q623950","display_name":"Fast Fourier transform","level":2,"score":0.5575870275497437},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.5407668352127075},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5318939685821533},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.46731704473495483},{"id":"https://openalex.org/C59584813","wikidata":"https://www.wikidata.org/wiki/Q1029234","display_name":"Continuous-wave radar","level":4,"score":0.4343324303627014},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.42865705490112305},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.4103997051715851},{"id":"https://openalex.org/C10929652","wikidata":"https://www.wikidata.org/wiki/Q7279985","display_name":"Radar imaging","level":3,"score":0.3862982988357544},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35408902168273926},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.15803074836730957},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.15061020851135254},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11643412709236145},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/gcwkshps45667.2019.9024691","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcwkshps45667.2019.9024691","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Globecom Workshops (GC Wkshps)","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":14,"referenced_works":["https://openalex.org/W2146842127","https://openalex.org/W2522485430","https://openalex.org/W2569659590","https://openalex.org/W2617252802","https://openalex.org/W2742016487","https://openalex.org/W2746234558","https://openalex.org/W2776781615","https://openalex.org/W2783919917","https://openalex.org/W2805824867","https://openalex.org/W2809994916","https://openalex.org/W2893202042","https://openalex.org/W2897993433","https://openalex.org/W2912659693","https://openalex.org/W2963524571"],"related_works":["https://openalex.org/W2142793224","https://openalex.org/W2892233029","https://openalex.org/W2759710661","https://openalex.org/W2103897432","https://openalex.org/W4210638523","https://openalex.org/W604796468","https://openalex.org/W4285814362","https://openalex.org/W4296425733","https://openalex.org/W3209314847","https://openalex.org/W2027415419"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3],"deep":[4],"learning":[5],"based":[6],"twostream":[7],"time":[8,112],"series":[9,113],"hand":[10,26,40,56,96,136],"gesture":[11,27,41,57,97,119,137],"recognition":[12,130],"method":[13,141],"using":[14],"the":[15,25,30,34,39,45,53,69,76,95,129,139],"frequency":[16],"modulated":[17],"continuous":[18],"wave":[19],"(FMCW)":[20],"radar.":[21],"Firstly,":[22],"we":[23,67],"collect":[24],"data":[28],"by":[29,44,60,90,105],"FMCW":[31],"radar,":[32],"and":[33,36,74,94,101,122],"range":[35],"Doppler":[37,71],"of":[38,55,110,138],"are":[42,103],"estimated":[43,59],"2":[46],"dimensional":[47],"Fast":[48],"Fourier":[49],"Transform":[50],"(2D-FFT).":[51],"Then,":[52],"angle":[54],"is":[58,87,116,142],"Multiple":[61],"Signal":[62],"classification":[63],"(MUSIC)":[64],"algorithm.":[65],"Afterward,":[66],"construct":[68],"Range-":[70],"Map":[72,78],"(RDM),":[73],"generate":[75],"Angle-Time":[77],"(ATM)":[79],"via":[80],"multiframe":[81],"accumulation.":[82],"The":[83,124],"interference":[84,92],"in":[85,99],"RDM":[86,100],"filtered":[88],"out":[89],"peak":[91],"cancellation,":[93],"feature":[98,120],"ATM":[102],"enhanced":[104],"wavelet":[106],"transform.":[107],"A":[108],"systematic":[109],"two-stream":[111],"neural":[114],"network":[115],"designed":[117],"for":[118,133],"extraction":[121],"classification.":[123],"experimental":[125],"results":[126],"show":[127],"that":[128],"accuracy":[131],"rate":[132],"each":[134],"type":[135],"proposed":[140],"higher":[143],"than":[144],"95%.":[145]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}