{"id":"https://openalex.org/W3097219553","doi":"https://doi.org/10.1109/access.2020.3034744","title":"Model-Driven Deep Learning Scheme for Adaptive Transmission in MIMO-SCFDE System","display_name":"Model-Driven Deep Learning Scheme for Adaptive Transmission in MIMO-SCFDE System","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3097219553","doi":"https://doi.org/10.1109/access.2020.3034744","mag":"3097219553"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3034744","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3034744","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09249373.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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/ielx7/6287639/8948470/09249373.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100361603","display_name":"Jun Li","orcid":"https://orcid.org/0000-0001-5099-3475"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jun Li","raw_affiliation_strings":["Department of Physics, School of Electronic Information Engineering, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","ORCiD"],"affiliations":[{"raw_affiliation_string":"Department of Physics, School of Electronic Information Engineering, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","institution_ids":["https://openalex.org/I4210142748","https://openalex.org/I152269853"]},{"raw_affiliation_string":"ORCiD","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034326968","display_name":"Yuanjian Qiao","orcid":"https://orcid.org/0000-0003-1229-8599"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanjian Qiao","raw_affiliation_strings":["School of Electrical Engineering and Automation, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","ORCiD"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Automation, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","institution_ids":["https://openalex.org/I4210142748","https://openalex.org/I152269853"]},{"raw_affiliation_string":"ORCiD","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103075437","display_name":"Bo He","orcid":"https://orcid.org/0000-0002-6418-561X"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo He","raw_affiliation_strings":["School of Information Science and Engineering, Shandong University, Qingdao, China","ORCiD"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Shandong University, Qingdao, China","institution_ids":["https://openalex.org/I154099455"]},{"raw_affiliation_string":"ORCiD","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100397203","display_name":"Wenxin Li","orcid":"https://orcid.org/0000-0001-8323-9268"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenxin Li","raw_affiliation_strings":["School of Electrical Engineering and Automation, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","ORCiD"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Automation, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","institution_ids":["https://openalex.org/I4210142748","https://openalex.org/I152269853"]},{"raw_affiliation_string":"ORCiD","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036304448","display_name":"Tongliang Xin","orcid":"https://orcid.org/0000-0002-9463-0323"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tongliang Xin","raw_affiliation_strings":["School of Electrical Engineering and Automation, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","ORCiD"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Automation, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","institution_ids":["https://openalex.org/I4210142748","https://openalex.org/I152269853"]},{"raw_affiliation_string":"ORCiD","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100361603"],"corresponding_institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.2744,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.65337029,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"8","issue":null,"first_page":"197654","last_page":"197664"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":1.0,"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":1.0,"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":0.9524000287055969,"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/T10207","display_name":"Advanced biosensing and bioanalysis techniques","score":0.9143999814987183,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6969571113586426},{"id":"https://openalex.org/keywords/link-adaptation","display_name":"Link adaptation","score":0.6526654958724976},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.6034129858016968},{"id":"https://openalex.org/keywords/demodulation","display_name":"Demodulation","score":0.5916324853897095},{"id":"https://openalex.org/keywords/mimo","display_name":"MIMO","score":0.583618700504303},{"id":"https://openalex.org/keywords/modulation","display_name":"Modulation (music)","score":0.5728725790977478},{"id":"https://openalex.org/keywords/bit-error-rate","display_name":"Bit error rate","score":0.5134462118148804},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.4654335081577301},{"id":"https://openalex.org/keywords/spectral-efficiency","display_name":"Spectral efficiency","score":0.46189984679222107},{"id":"https://openalex.org/keywords/equalization","display_name":"Equalization (audio)","score":0.43862807750701904},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4047427177429199},{"id":"https://openalex.org/keywords/fading","display_name":"Fading","score":0.2336868941783905},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.22777634859085083},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07957568764686584}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6969571113586426},{"id":"https://openalex.org/C138916503","wikidata":"https://www.wikidata.org/wiki/Q2714551","display_name":"Link adaptation","level":4,"score":0.6526654958724976},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.6034129858016968},{"id":"https://openalex.org/C195251586","wikidata":"https://www.wikidata.org/wiki/Q1185939","display_name":"Demodulation","level":3,"score":0.5916324853897095},{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.583618700504303},{"id":"https://openalex.org/C123079801","wikidata":"https://www.wikidata.org/wiki/Q750240","display_name":"Modulation (music)","level":2,"score":0.5728725790977478},{"id":"https://openalex.org/C56296756","wikidata":"https://www.wikidata.org/wiki/Q840922","display_name":"Bit error rate","level":3,"score":0.5134462118148804},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.4654335081577301},{"id":"https://openalex.org/C137246740","wikidata":"https://www.wikidata.org/wiki/Q583970","display_name":"Spectral efficiency","level":3,"score":0.46189984679222107},{"id":"https://openalex.org/C75755367","wikidata":"https://www.wikidata.org/wiki/Q104531076","display_name":"Equalization (audio)","level":3,"score":0.43862807750701904},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4047427177429199},{"id":"https://openalex.org/C81978471","wikidata":"https://www.wikidata.org/wiki/Q1196572","display_name":"Fading","level":3,"score":0.2336868941783905},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.22777634859085083},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07957568764686584},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3034744","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3034744","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09249373.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:36d367865819447ba45280852aab81cd","is_oa":true,"landing_page_url":"https://doaj.org/article/36d367865819447ba45280852aab81cd","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"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 197654-197664 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3034744","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3034744","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09249373.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320337368","display_name":"Division of Graduate Education","ror":"https://ror.org/00whkrf32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3097219553.pdf","grobid_xml":"https://content.openalex.org/works/W3097219553.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W2004686860","https://openalex.org/W2143417277","https://openalex.org/W2535500185","https://openalex.org/W2584943905","https://openalex.org/W2745541172","https://openalex.org/W2769810987","https://openalex.org/W2779699222","https://openalex.org/W2790676057","https://openalex.org/W2790780985","https://openalex.org/W2794365014","https://openalex.org/W2800325587","https://openalex.org/W2840522244","https://openalex.org/W2886124254","https://openalex.org/W2891236581","https://openalex.org/W2893910439","https://openalex.org/W2897042325","https://openalex.org/W2906011407","https://openalex.org/W2963190722","https://openalex.org/W2963889719","https://openalex.org/W2964121960","https://openalex.org/W2964198392","https://openalex.org/W2980007540","https://openalex.org/W3009844773","https://openalex.org/W3032674758","https://openalex.org/W3035449691","https://openalex.org/W3038960575"],"related_works":["https://openalex.org/W2919167754","https://openalex.org/W2019080502","https://openalex.org/W2167414943","https://openalex.org/W2104057862","https://openalex.org/W176766795","https://openalex.org/W2101338751","https://openalex.org/W2134228930","https://openalex.org/W2054898736","https://openalex.org/W275418821","https://openalex.org/W2406075400"],"abstract_inverted_index":{"Adaptive":[0],"transmission":[1],"(AT)":[2],"is":[3],"considered":[4],"as":[5,157],"one":[6],"of":[7,15,57,64,85,160,181],"the":[8,13,41,55,58,61,65,68,74,81,92,98,104,109,113,119,126,131,143,148,153,158,164,173,189,193],"critical":[9],"technologies":[10],"to":[11,53,91,96,118,139,162],"enhance":[12],"effectiveness":[14],"communication":[16],"systems.":[17],"In":[18],"this":[19],"article,":[20],"we":[21,151],"propose":[22],"a":[23,136],"model-driven":[24],"deep":[25],"learning":[26],"(DL)":[27],"scheme":[28,78,122,175,191],"for":[29],"AT":[30],"in":[31,39,179,185],"multiple-input":[32],"multiple-output":[33],"single-carrier":[34],"frequency-domain":[35],"equalization":[36],"(MIMO-SCFDE)":[37],"systems,":[38],"which":[40],"adaptive":[42,47,75,165],"modulation":[43,56,62,76,82,121,149,166],"network":[44,49],"(AMNet)":[45],"and":[46,60,112,142,183,192],"demodulation":[48],"(ADNet)":[50],"are":[51,106,115],"adopted":[52],"complete":[54],"signal":[59,127],"recognition":[63,167],"receiver.":[66],"Under":[67],"target":[69],"bit":[70],"error":[71],"rate":[72],"(BER),":[73],"(AM)":[77],"can":[79],"adjust":[80],"mode":[83],"selection":[84],"different":[86],"transmitting":[87],"antennas":[88],"adaptively":[89],"according":[90,117],"estimated":[93],"channel":[94],"information":[95],"improve":[97],"throughput.":[99],"The":[100],"features":[101],"required":[102],"by":[103,124],"AMNet":[105],"extracted":[107],"from":[108],"received":[110],"signal,":[111],"labels":[114],"assigned":[116],"optimal":[120],"got":[123],"analyzing":[125],"detection":[128],"performance.":[129],"Since":[130],"spectral":[132],"correlation":[133],"function":[134],"has":[135],"powerful":[137],"ability":[138],"suppress":[140],"noise":[141],"cyclic":[144,155],"spectrum":[145],"varies":[146],"with":[147],"mode,":[150],"take":[152],"preprocessed":[154],"spectrogram":[156],"input":[159],"ADNet":[161],"achieve":[163],"(AMR).":[168],"Comparative":[169],"experiments":[170],"demonstrate":[171],"that":[172],"proposed":[174],"gets":[176],"better":[177],"performance":[178],"terms":[180],"throughput":[182],"reliability":[184],"MIMO-SCFDE":[186],"systems":[187],"than":[188],"traditional":[190],"existing":[194],"DL":[195],"scheme.":[196]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
