{"id":"https://openalex.org/W4391235420","doi":"https://doi.org/10.1109/jiot.2024.3358418","title":"Toward the Intelligent OFDM Receiving Method With Hybrid Knowledge and Data Driven in IoT","display_name":"Toward the Intelligent OFDM Receiving Method With Hybrid Knowledge and Data Driven in IoT","publication_year":2024,"publication_date":"2024-01-25","ids":{"openalex":"https://openalex.org/W4391235420","doi":"https://doi.org/10.1109/jiot.2024.3358418"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2024.3358418","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3358418","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"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 Internet of Things Journal","raw_type":"journal-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/A5100752983","display_name":"Bin Wang","orcid":"https://orcid.org/0000-0002-2940-3001"},"institutions":[{"id":"https://openalex.org/I110440473","display_name":"Xi'an University of Science and Technology","ror":"https://ror.org/046fkpt18","country_code":"CN","type":"education","lineage":["https://openalex.org/I110440473"]},{"id":"https://openalex.org/I4210141776","display_name":"China XD Group (China)","ror":"https://ror.org/04ceqst84","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210141776"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bin Wang","raw_affiliation_strings":["School of Communication Engineering, Xi’an University of Science and Technology, Xi’an, China","Xi'an Key Laboratory of Heterogeneous Network Convergence Communication, Xi'an, China"],"raw_orcid":"https://orcid.org/0000-0002-2940-3001","affiliations":[{"raw_affiliation_string":"School of Communication Engineering, Xi’an University of Science and Technology, Xi’an, China","institution_ids":["https://openalex.org/I110440473"]},{"raw_affiliation_string":"Xi'an Key Laboratory of Heterogeneous Network Convergence Communication, Xi'an, China","institution_ids":["https://openalex.org/I4210141776"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112473700","display_name":"Hui Dai","orcid":null},"institutions":[{"id":"https://openalex.org/I110440473","display_name":"Xi'an University of Science and Technology","ror":"https://ror.org/046fkpt18","country_code":"CN","type":"education","lineage":["https://openalex.org/I110440473"]},{"id":"https://openalex.org/I4210141776","display_name":"China XD Group (China)","ror":"https://ror.org/04ceqst84","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210141776"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Dai","raw_affiliation_strings":["School of Communication Engineering, Xi’an University of Science and Technology, Xi’an, China","Xi'an Key Laboratory of Heterogeneous Network Convergence Communication, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Communication Engineering, Xi’an University of Science and Technology, Xi’an, China","institution_ids":["https://openalex.org/I110440473"]},{"raw_affiliation_string":"Xi'an Key Laboratory of Heterogeneous Network Convergence Communication, Xi'an, China","institution_ids":["https://openalex.org/I4210141776"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078159594","display_name":"Huaji Zhou","orcid":"https://orcid.org/0000-0001-7331-5589"},"institutions":[{"id":"https://openalex.org/I4210124847","display_name":"National Engineering Research Center of Electromagnetic Radiation Control Materials","ror":"https://ror.org/02k4dcs46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210124847"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huaji Zhou","raw_affiliation_strings":["National Key Laboratory of Electromagnetic Space Security, Jiaxing, China"],"raw_orcid":"https://orcid.org/0000-0001-7331-5589","affiliations":[{"raw_affiliation_string":"National Key Laboratory of Electromagnetic Space Security, Jiaxing, China","institution_ids":["https://openalex.org/I4210124847"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021180689","display_name":"Zhuang Yuan","orcid":"https://orcid.org/0000-0003-1937-278X"},"institutions":[{"id":"https://openalex.org/I110440473","display_name":"Xi'an University of Science and Technology","ror":"https://ror.org/046fkpt18","country_code":"CN","type":"education","lineage":["https://openalex.org/I110440473"]},{"id":"https://openalex.org/I4210141776","display_name":"China XD Group (China)","ror":"https://ror.org/04ceqst84","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210141776"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhuang Yuan","raw_affiliation_strings":["School of Communication Engineering, Xi’an University of Science and Technology, Xi’an, China","Xi'an Key Laboratory of Heterogeneous Network Convergence Communication, Xi'an, China"],"raw_orcid":"https://orcid.org/0000-0003-1937-278X","affiliations":[{"raw_affiliation_string":"School of Communication Engineering, Xi’an University of Science and Technology, Xi’an, China","institution_ids":["https://openalex.org/I110440473"]},{"raw_affiliation_string":"Xi'an Key Laboratory of Heterogeneous Network Convergence Communication, Xi'an, China","institution_ids":["https://openalex.org/I4210141776"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100752983"],"corresponding_institution_ids":["https://openalex.org/I110440473","https://openalex.org/I4210141776"],"apc_list":null,"apc_paid":null,"fwci":3.5639,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.93220579,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"11","issue":"10","first_page":"17567","last_page":"17576"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10891","display_name":"Radar Systems and Signal Processing","score":0.9973000288009644,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9950000047683716,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/orthogonal-frequency-division-multiplexing","display_name":"Orthogonal frequency-division multiplexing","score":0.9245115518569946},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8250107169151306},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5446755886077881},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.49979591369628906},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4766938388347626},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.42241227626800537},{"id":"https://openalex.org/keywords/multiplexing","display_name":"Multiplexing","score":0.4130789637565613},{"id":"https://openalex.org/keywords/frequency-domain","display_name":"Frequency domain","score":0.41045141220092773},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.39856624603271484},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.3048434257507324},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11849731206893921},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.08690634369850159}],"concepts":[{"id":"https://openalex.org/C40409654","wikidata":"https://www.wikidata.org/wiki/Q375889","display_name":"Orthogonal frequency-division multiplexing","level":3,"score":0.9245115518569946},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8250107169151306},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5446755886077881},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.49979591369628906},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4766938388347626},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.42241227626800537},{"id":"https://openalex.org/C19275194","wikidata":"https://www.wikidata.org/wiki/Q222903","display_name":"Multiplexing","level":2,"score":0.4130789637565613},{"id":"https://openalex.org/C19118579","wikidata":"https://www.wikidata.org/wiki/Q786423","display_name":"Frequency domain","level":2,"score":0.41045141220092773},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.39856624603271484},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.3048434257507324},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11849731206893921},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.08690634369850159},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2024.3358418","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3358418","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4584413591","display_name":null,"funder_award_id":"62231027","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8965635672","display_name":null,"funder_award_id":"U19B2015","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W2064835383","https://openalex.org/W2109501663","https://openalex.org/W2123068486","https://openalex.org/W2123838051","https://openalex.org/W2584943905","https://openalex.org/W2734408173","https://openalex.org/W2808769300","https://openalex.org/W2885033069","https://openalex.org/W2963190722","https://openalex.org/W2963408536","https://openalex.org/W2966038277","https://openalex.org/W2982083293","https://openalex.org/W3014127772","https://openalex.org/W3034552520","https://openalex.org/W3035414587","https://openalex.org/W3043694015","https://openalex.org/W3080327351","https://openalex.org/W3088383832","https://openalex.org/W3120316304","https://openalex.org/W3168997536","https://openalex.org/W3174984656","https://openalex.org/W3206314502","https://openalex.org/W4210572636","https://openalex.org/W4225675152","https://openalex.org/W4226038290","https://openalex.org/W4226519960","https://openalex.org/W4285198555","https://openalex.org/W4286580127","https://openalex.org/W4292825856","https://openalex.org/W4296212358","https://openalex.org/W4312503333","https://openalex.org/W4312978248","https://openalex.org/W4313555467","https://openalex.org/W4319303291","https://openalex.org/W4320713038","https://openalex.org/W4321194459","https://openalex.org/W4328107879","https://openalex.org/W4362563530","https://openalex.org/W4386078135","https://openalex.org/W4386495285","https://openalex.org/W4386951843","https://openalex.org/W4387623697","https://openalex.org/W4387889467","https://openalex.org/W4389105147","https://openalex.org/W4390284853","https://openalex.org/W4390285034","https://openalex.org/W6773956970","https://openalex.org/W6785130019"],"related_works":["https://openalex.org/W2792339401","https://openalex.org/W2530747331","https://openalex.org/W3097525855","https://openalex.org/W2125564215","https://openalex.org/W4391741972","https://openalex.org/W1986382998","https://openalex.org/W2517776947","https://openalex.org/W2084482193","https://openalex.org/W2972611783","https://openalex.org/W4243590696"],"abstract_inverted_index":{"Orthogonal":[0],"frequency":[1],"division":[2],"multiplexing":[3],"(OFDM)":[4],"is":[5],"regarded":[6],"as":[7],"one":[8],"of":[9,20,28,72,82,89,110],"the":[10,18,26,47,70,79,87,102,108],"key":[11],"technologies":[12],"in":[13,17,35,113],"wireless":[14],"communications,":[15],"particularly":[16],"integration":[19],"space":[21],"and":[22,75],"ground":[23],"networks.":[24],"Nevertheless,":[25],"performance":[27,109],"OFDM":[29,60,90,114],"communication":[30,61,115],"systems":[31],"will":[32],"degrade":[33],"significantly":[34],"complex":[36],"scenarios,":[37],"which":[38,77],"brings":[39],"severe":[40],"challenge":[41],"to":[42,85],"reliable":[43],"information":[44,111],"recovery":[45,112],"at":[46],"receiver.":[48],"To":[49],"address":[50],"this":[51],"issue,":[52],"we":[53],"propose":[54],"an":[55],"intelligent":[56],"receiving":[57],"method":[58,104],"for":[59],"based":[62],"on":[63],"dual-channel":[64],"convolutional":[65],"neural":[66],"network":[67],"(DCNet)":[68],"from":[69],"perspective":[71],"combining":[73],"knowledge":[74,81],"data-driven,":[76],"introduces":[78],"domain":[80],"channel":[83],"estimation":[84],"assist":[86],"stability":[88],"signal":[91],"recovery.":[92],"The":[93],"experimental":[94],"results":[95],"under":[96],"various":[97],"simulation":[98],"conditions":[99],"demonstrate":[100],"that":[101],"proposed":[103],"can":[105],"effectively":[106],"enhance":[107],"systems.":[116]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}