{"id":"https://openalex.org/W2900850244","doi":"https://doi.org/10.1109/lwc.2018.2881978","title":"Deep Convolutional Neural Networks for Link Adaptations in MIMO-OFDM Wireless Systems","display_name":"Deep Convolutional Neural Networks for Link Adaptations in MIMO-OFDM Wireless Systems","publication_year":2018,"publication_date":"2018-11-20","ids":{"openalex":"https://openalex.org/W2900850244","doi":"https://doi.org/10.1109/lwc.2018.2881978","mag":"2900850244"},"language":"en","primary_location":{"id":"doi:10.1109/lwc.2018.2881978","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lwc.2018.2881978","pdf_url":null,"source":{"id":"https://openalex.org/S2500830676","display_name":"IEEE Wireless Communications Letters","issn_l":"2162-2337","issn":["2162-2337","2162-2345"],"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 Wireless Communications Letters","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/A5067151216","display_name":"Mohamed Elwekeil","orcid":"https://orcid.org/0000-0003-2924-4706"},"institutions":[{"id":"https://openalex.org/I63601056","display_name":"Menoufia University","ror":"https://ror.org/05sjrb944","country_code":"EG","type":"education","lineage":["https://openalex.org/I63601056"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Mohamed Elwekeil","raw_affiliation_strings":["Department of Electronics and Electrical Communications Engineering, Menoufia University, Menouf, Egypt"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Electrical Communications Engineering, Menoufia University, Menouf, Egypt","institution_ids":["https://openalex.org/I63601056"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037772061","display_name":"Shibao Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shibao Jiang","raw_affiliation_strings":["College of Information Engineering, Shenzhen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066110295","display_name":"Taotao Wang","orcid":"https://orcid.org/0000-0001-9454-4997"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Taotao Wang","raw_affiliation_strings":["College of Information Engineering, Shenzhen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100413418","display_name":"Shengli Zhang","orcid":"https://orcid.org/0000-0002-7937-5870"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengli Zhang","raw_affiliation_strings":["College of Information Engineering, Shenzhen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5067151216"],"corresponding_institution_ids":["https://openalex.org/I63601056"],"apc_list":null,"apc_paid":null,"fwci":2.7476,"has_fulltext":false,"cited_by_count":40,"citation_normalized_percentile":{"value":0.91101732,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"8","issue":"3","first_page":"665","last_page":"668"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10125","display_name":"Advanced Wireless Communication Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10125","display_name":"Advanced Wireless Communication Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T11321","display_name":"Error Correcting Code Techniques","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.820789098739624},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7814635634422302},{"id":"https://openalex.org/keywords/link-adaptation","display_name":"Link adaptation","score":0.6973251700401306},{"id":"https://openalex.org/keywords/mimo","display_name":"MIMO","score":0.6737465858459473},{"id":"https://openalex.org/keywords/mimo-ofdm","display_name":"MIMO-OFDM","score":0.5826095342636108},{"id":"https://openalex.org/keywords/channel-state-information","display_name":"Channel state information","score":0.5205829739570618},{"id":"https://openalex.org/keywords/convolutional-code","display_name":"Convolutional code","score":0.4989902973175049},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4248083233833313},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4196147620677948},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3734031319618225},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3493855595588684},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.3383655250072479},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.29068997502326965},{"id":"https://openalex.org/keywords/fading","display_name":"Fading","score":0.24162918329238892},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.23114290833473206},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21112599968910217},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.20472875237464905},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08244067430496216}],"concepts":[{"id":"https://openalex.org/C40409654","wikidata":"https://www.wikidata.org/wiki/Q375889","display_name":"Orthogonal frequency-division multiplexing","level":3,"score":0.820789098739624},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7814635634422302},{"id":"https://openalex.org/C138916503","wikidata":"https://www.wikidata.org/wiki/Q2714551","display_name":"Link adaptation","level":4,"score":0.6973251700401306},{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.6737465858459473},{"id":"https://openalex.org/C130946814","wikidata":"https://www.wikidata.org/wiki/Q5988271","display_name":"MIMO-OFDM","level":4,"score":0.5826095342636108},{"id":"https://openalex.org/C148063708","wikidata":"https://www.wikidata.org/wiki/Q5072511","display_name":"Channel state information","level":3,"score":0.5205829739570618},{"id":"https://openalex.org/C157899210","wikidata":"https://www.wikidata.org/wiki/Q1395022","display_name":"Convolutional code","level":3,"score":0.4989902973175049},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4248083233833313},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4196147620677948},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3734031319618225},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3493855595588684},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.3383655250072479},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.29068997502326965},{"id":"https://openalex.org/C81978471","wikidata":"https://www.wikidata.org/wiki/Q1196572","display_name":"Fading","level":3,"score":0.24162918329238892},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.23114290833473206},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21112599968910217},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.20472875237464905},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08244067430496216}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lwc.2018.2881978","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lwc.2018.2881978","pdf_url":null,"source":{"id":"https://openalex.org/S2500830676","display_name":"IEEE Wireless Communications Letters","issn_l":"2162-2337","issn":["2162-2337","2162-2345"],"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 Wireless Communications Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2172609174","display_name":null,"funder_award_id":"61771315","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7365502976","display_name":null,"funder_award_id":"61701311","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":12,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1980469326","https://openalex.org/W2012043657","https://openalex.org/W2068243911","https://openalex.org/W2111226415","https://openalex.org/W2483558913","https://openalex.org/W2593179621","https://openalex.org/W2963572165","https://openalex.org/W2964121744","https://openalex.org/W3028311979","https://openalex.org/W6631190155","https://openalex.org/W6734751391"],"related_works":["https://openalex.org/W2792339401","https://openalex.org/W2366188968","https://openalex.org/W2159772567","https://openalex.org/W2188042986","https://openalex.org/W2539022530","https://openalex.org/W2187587942","https://openalex.org/W2128596884","https://openalex.org/W2121545792","https://openalex.org/W2099901901","https://openalex.org/W1972183664"],"abstract_inverted_index":{"This":[0],"letter":[1],"proposes":[2],"a":[3,34],"deep":[4],"convolutional":[5],"neural":[6],"network":[7],"(DCNN)":[8],"approach":[9,82],"for":[10],"adaptive":[11],"modulation":[12,98],"and":[13,32,55,65,94,99,102],"coding":[14,100],"in":[15],"practical":[16,41],"multiple-input,":[17],"multiple-output":[18],"orthogonal":[19],"frequency":[20,52],"division":[21],"multiplexing":[22],"(MIMO-OFDM)":[23],"systems.":[24],"Our":[25],"target":[26],"is":[27],"to":[28,73],"maximize":[29],"the":[30,60,66,74,80,87,90,96],"throughput":[31],"fulfill":[33],"packet":[35],"error":[36],"rate":[37],"constraint.":[38],"We":[39,58],"consider":[40],"impairments":[42],"of":[43,79,89],"MIMO-OFDM":[44,91],"receiver,":[45],"such":[46],"as":[47,70],"imperfect":[48],"timing":[49],"synchronization,":[50],"carrier":[51],"offset":[53],"correction,":[54],"channel":[56,62,92],"estimation.":[57],"treat":[59],"estimated":[61],"state":[63],"information":[64],"noise":[67],"standard":[68],"deviation":[69],"input":[71],"features":[72,109],"DCNN.":[75],"The":[76],"main":[77],"advantages":[78],"proposed":[81],"are:":[83],"1)":[84],"it":[85,104],"learns":[86],"characteristics":[88],"properly":[93],"predicts":[95],"suitable":[97],"scheme":[101],"2)":[103],"does":[105],"not":[106],"need":[107],"complex":[108],"selection.":[110]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":4}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}