{"id":"https://openalex.org/W3091815125","doi":"https://doi.org/10.1109/access.2020.3029247","title":"Human Motion Serialization Recognition With Through-the-Wall Radar","display_name":"Human Motion Serialization Recognition With Through-the-Wall Radar","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3091815125","doi":"https://doi.org/10.1109/access.2020.3029247","mag":"3091815125"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3029247","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3029247","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09216081.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09216081.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040020120","display_name":"Xiaqing Yang","orcid":"https://orcid.org/0000-0002-7364-8583"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaqing Yang","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076686558","display_name":"Pengyun Chen","orcid":"https://orcid.org/0000-0003-2157-281X"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengyun Chen","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100348325","display_name":"Mingyang Wang","orcid":"https://orcid.org/0000-0001-9090-0640"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mingyang Wang","raw_affiliation_strings":["Southwest Institute of Electronic Technology, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0001-9090-0640","affiliations":[{"raw_affiliation_string":"Southwest Institute of Electronic Technology, Chengdu, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045496426","display_name":"Shisheng Guo","orcid":"https://orcid.org/0000-0002-5954-9837"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shisheng Guo","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-5954-9837","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101773594","display_name":"Chao Jia","orcid":"https://orcid.org/0000-0001-8706-0935"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Jia","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015609860","display_name":"Guolong Cui","orcid":"https://orcid.org/0000-0001-5707-6311"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guolong Cui","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0001-5707-6311","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":32.6249,"has_fulltext":true,"cited_by_count":33,"citation_normalized_percentile":{"value":0.99309416,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"8","issue":null,"first_page":"186879","last_page":"186889"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11038","display_name":"Advanced SAR Imaging Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T11038","display_name":"Advanced SAR Imaging Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T11739","display_name":"Microwave Imaging and Scattering Analysis","score":0.9986000061035156,"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/T10891","display_name":"Radar Systems and Signal Processing","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/serialization","display_name":"Serialization","score":0.8981280326843262},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7900760769844055},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6437838673591614},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.6139643788337708},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5673584938049316},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.4882519543170929},{"id":"https://openalex.org/keywords/human-motion","display_name":"Human motion","score":0.4624588191509247},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.43014055490493774},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.337917298078537},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33022457361221313},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.13321763277053833},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12304076552391052}],"concepts":[{"id":"https://openalex.org/C52723943","wikidata":"https://www.wikidata.org/wiki/Q1127410","display_name":"Serialization","level":2,"score":0.8981280326843262},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7900760769844055},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6437838673591614},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.6139643788337708},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5673584938049316},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.4882519543170929},{"id":"https://openalex.org/C2986578859","wikidata":"https://www.wikidata.org/wiki/Q657632","display_name":"Human motion","level":3,"score":0.4624588191509247},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.43014055490493774},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.337917298078537},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33022457361221313},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.13321763277053833},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12304076552391052},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3029247","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3029247","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09216081.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:8c1ba4c07e8445f0b705a5b11c41607c","is_oa":true,"landing_page_url":"https://doaj.org/article/8c1ba4c07e8445f0b705a5b11c41607c","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 186879-186889 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3029247","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3029247","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09216081.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6200000047683716,"id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G1406654883","display_name":null,"funder_award_id":"61771109","funder_id":"https://openalex.org/F4320327912","funder_display_name":"Higher Education Discipline Innovation Project"},{"id":"https://openalex.org/G1474490597","display_name":null,"funder_award_id":"111 Project","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2194598341","display_name":"\u7a7a\u65f6\u9891\u63a2\u901a\u4e00\u4f53\u8ba4\u77e5\u6ce2\u5f62\u8bbe\u8ba1\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61771109","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G410443062","display_name":null,"funder_award_id":"61871080","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6394804972","display_name":null,"funder_award_id":"61701088","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8328800348","display_name":null,"funder_award_id":"61871080","funder_id":"https://openalex.org/F4320327912","funder_display_name":"Higher Education Discipline Innovation Project"},{"id":"https://openalex.org/G8383060874","display_name":null,"funder_award_id":"B17008","funder_id":"https://openalex.org/F4320335000","funder_display_name":"Changjiang Scholar Program of Chinese Ministry of Education"},{"id":"https://openalex.org/G8622808977","display_name":null,"funder_award_id":"B17008","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8978917354","display_name":null,"funder_award_id":"B17008","funder_id":"https://openalex.org/F4320327912","funder_display_name":"Higher Education Discipline Innovation Project"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320323292","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92"},{"id":"https://openalex.org/F4320327912","display_name":"Higher Education Discipline Innovation Project","ror":null},{"id":"https://openalex.org/F4320335000","display_name":"Changjiang Scholar Program of Chinese Ministry of Education","ror":"https://ror.org/01mv9t934"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3091815125.pdf","grobid_xml":"https://content.openalex.org/works/W3091815125.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W1560002189","https://openalex.org/W1973038932","https://openalex.org/W2004149082","https://openalex.org/W2040293763","https://openalex.org/W2056437529","https://openalex.org/W2064675550","https://openalex.org/W2070494151","https://openalex.org/W2083970667","https://openalex.org/W2120641842","https://openalex.org/W2142118608","https://openalex.org/W2147760933","https://openalex.org/W2154997814","https://openalex.org/W2157770256","https://openalex.org/W2242223225","https://openalex.org/W2298692413","https://openalex.org/W2437887222","https://openalex.org/W2524637524","https://openalex.org/W2563851357","https://openalex.org/W2592600924","https://openalex.org/W2595613322","https://openalex.org/W2606100289","https://openalex.org/W2626707051","https://openalex.org/W2757659953","https://openalex.org/W2769851728","https://openalex.org/W2792396140","https://openalex.org/W2801866677","https://openalex.org/W2892272844","https://openalex.org/W2906551905","https://openalex.org/W2914258566","https://openalex.org/W2924835542","https://openalex.org/W2933443568","https://openalex.org/W2941814132","https://openalex.org/W2944605902","https://openalex.org/W2953787907","https://openalex.org/W2973642696","https://openalex.org/W2979637742","https://openalex.org/W3004500412","https://openalex.org/W3100437087"],"related_works":["https://openalex.org/W2035558540","https://openalex.org/W2529580585","https://openalex.org/W2804584315","https://openalex.org/W2004712313","https://openalex.org/W2167757589","https://openalex.org/W2332110715","https://openalex.org/W2988011613","https://openalex.org/W2806036343","https://openalex.org/W2079653927","https://openalex.org/W142482926"],"abstract_inverted_index":{"Motivated":[0],"by":[1,122],"the":[2,19,45,65,69,92,100,128,131,138,144,154,159],"intrinsic":[3],"dynamics":[4],"of":[5,12,21,37,71,94,130,158,172],"physical":[6],"motion":[7,14,23,146,178],"as":[8,10],"well":[9],"establishment":[11],"target":[13],"model,":[15],"this":[16],"article":[17],"addresses":[18],"problem":[20],"human":[22,118,145,177],"recognition":[24,101,151],"with":[25,57,83,91,112],"ultra":[26],"wide":[27],"band":[28],"(UWB)":[29],"through-the-wall":[30],"radar":[31,47],"(TWR)":[32],"in":[33,106],"a":[34,77],"novel":[35],"view":[36],"range":[38,50,73],"profile":[39],"serialization.":[40],"Specifically,":[41],"we":[42],"first":[43],"convert":[44],"original":[46],"echoes":[48],"into":[49],"profiles.":[51],"Then,":[52],"an":[53],"auto-encoder":[54],"network":[55,82],"(AEN)":[56],"three":[58],"dense":[59],"layers":[60,86],"is":[61,87,120,171],"adopted":[62],"to":[63,89,114,126],"reduce":[64],"dimension":[66],"and":[67,98,148,168],"extract":[68],"features":[70,93],"each":[72,95,104],"profile.":[74],"After":[75],"that,":[76],"gated":[78],"recurrent":[79],"unit":[80],"(GRU)":[81],"two":[84],"hidden":[85],"employed":[88],"deal":[90],"time-range":[96],"slice":[97,105],"output":[99],"results":[102,135],"at":[103],"real":[107],"time.":[108],"Finally,":[109],"experimental":[110],"data":[111],"respect":[113],"four":[115],"different":[116],"behind-wall":[117],"motions":[119],"collected":[121],"self-developed":[123],"UWB":[124],"TWR":[125],"validate":[127],"effectiveness":[129],"proposed":[132,139],"model.":[133],"The":[134],"show":[136],"that":[137],"model":[140],"can":[141],"validly":[142],"recognize":[143],"serialization":[147],"achieve":[149],"93%":[150],"accuracy":[152],"within":[153],"initial":[155],"20%":[156],"duration":[157],"activities":[160],"(the":[161],"average":[162],"durations":[163],"are":[164],"4s,":[165],"5.5s,":[166],"3s":[167],"4.5s),":[169],"which":[170],"great":[173],"significance":[174],"for":[175],"real-time":[176],"recognition.":[179]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":9}],"updated_date":"2026-07-01T08:55:40.977307","created_date":"2025-10-10T00:00:00"}
