{"id":"https://openalex.org/W4388819881","doi":"https://doi.org/10.1109/access.2023.3334797","title":"Deep Learning-Based Detector With Modulation Parameter-Independent Structure for OFDM With Index Modulation","display_name":"Deep Learning-Based Detector With Modulation Parameter-Independent Structure for OFDM With Index Modulation","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4388819881","doi":"https://doi.org/10.1109/access.2023.3334797"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3334797","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3334797","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10323317.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/ielx7/6287639/6514899/10323317.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022953610","display_name":"Junghyun Kim","orcid":"https://orcid.org/0000-0002-5266-6782"},"institutions":[{"id":"https://openalex.org/I111277659","display_name":"Chonnam National University","ror":"https://ror.org/05kzjxq56","country_code":"KR","type":"education","lineage":["https://openalex.org/I111277659"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Junghyun Kim","raw_affiliation_strings":["Department of ICT Convergence System Engineering, Chonnam National University, Gwangju, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-5266-6782","affiliations":[{"raw_affiliation_string":"Department of ICT Convergence System Engineering, Chonnam National University, Gwangju, South Korea","institution_ids":["https://openalex.org/I111277659"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032601178","display_name":"Hosung Park","orcid":"https://orcid.org/0000-0001-7854-7792"},"institutions":[{"id":"https://openalex.org/I111277659","display_name":"Chonnam National University","ror":"https://ror.org/05kzjxq56","country_code":"KR","type":"education","lineage":["https://openalex.org/I111277659"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hosung Park","raw_affiliation_strings":["Department of ICT Convergence System Engineering, Chonnam National University, Gwangju, South Korea"],"raw_orcid":"https://orcid.org/0000-0001-7854-7792","affiliations":[{"raw_affiliation_string":"Department of ICT Convergence System Engineering, Chonnam National University, Gwangju, South Korea","institution_ids":["https://openalex.org/I111277659"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5022953610"],"corresponding_institution_ids":["https://openalex.org/I111277659"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.0115,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.76527423,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"11","issue":null,"first_page":"130358","last_page":"130367"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9995999932289124,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9995999932289124,"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/T10207","display_name":"Advanced biosensing and bioanalysis techniques","score":0.9976999759674072,"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"}},{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9767000079154968,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/orthogonal-frequency-division-multiplexing","display_name":"Orthogonal frequency-division multiplexing","score":0.7239590883255005},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7060463428497314},{"id":"https://openalex.org/keywords/modulation","display_name":"Modulation (music)","score":0.7003829479217529},{"id":"https://openalex.org/keywords/concatenation","display_name":"Concatenation (mathematics)","score":0.6901646256446838},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.6602432131767273},{"id":"https://openalex.org/keywords/bit-error-rate","display_name":"Bit error rate","score":0.5886817574501038},{"id":"https://openalex.org/keywords/modulation-index","display_name":"Modulation index","score":0.56219881772995},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5043805837631226},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.46037206053733826},{"id":"https://openalex.org/keywords/demodulation","display_name":"Demodulation","score":0.45906877517700195},{"id":"https://openalex.org/keywords/multiplexing","display_name":"Multiplexing","score":0.4285215735435486},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.39388763904571533},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.39208221435546875},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2738984227180481},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1735263168811798},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.11034318804740906},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.08248504996299744},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06845837831497192}],"concepts":[{"id":"https://openalex.org/C40409654","wikidata":"https://www.wikidata.org/wiki/Q375889","display_name":"Orthogonal frequency-division multiplexing","level":3,"score":0.7239590883255005},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7060463428497314},{"id":"https://openalex.org/C123079801","wikidata":"https://www.wikidata.org/wiki/Q750240","display_name":"Modulation (music)","level":2,"score":0.7003829479217529},{"id":"https://openalex.org/C87619178","wikidata":"https://www.wikidata.org/wiki/Q126002","display_name":"Concatenation (mathematics)","level":2,"score":0.6901646256446838},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.6602432131767273},{"id":"https://openalex.org/C56296756","wikidata":"https://www.wikidata.org/wiki/Q840922","display_name":"Bit error rate","level":3,"score":0.5886817574501038},{"id":"https://openalex.org/C2776635522","wikidata":"https://www.wikidata.org/wiki/Q11883093","display_name":"Modulation index","level":4,"score":0.56219881772995},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5043805837631226},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.46037206053733826},{"id":"https://openalex.org/C195251586","wikidata":"https://www.wikidata.org/wiki/Q1185939","display_name":"Demodulation","level":3,"score":0.45906877517700195},{"id":"https://openalex.org/C19275194","wikidata":"https://www.wikidata.org/wiki/Q222903","display_name":"Multiplexing","level":2,"score":0.4285215735435486},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.39388763904571533},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.39208221435546875},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2738984227180481},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1735263168811798},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11034318804740906},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.08248504996299744},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06845837831497192},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C11190779","wikidata":"https://www.wikidata.org/wiki/Q664575","display_name":"Inverter","level":3,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2023.3334797","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3334797","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10323317.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:0ee37459215b4af5938e28008150b2fe","is_oa":true,"landing_page_url":"https://doaj.org/article/0ee37459215b4af5938e28008150b2fe","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 11, Pp 130358-130367 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3334797","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3334797","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10323317.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":[],"awards":[{"id":"https://openalex.org/G1816963300","display_name":null,"funder_award_id":"IITP-2023-RS-2022-00156287","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G4643994530","display_name":null,"funder_award_id":"2021-0-02068","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G4700831490","display_name":null,"funder_award_id":"2022-","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G5456569449","display_name":null,"funder_award_id":"IITP-2023-RS-2022-00156287","funder_id":"https://openalex.org/F4320337407","funder_display_name":"Division of Human Resource Development"},{"id":"https://openalex.org/G7555702357","display_name":null,"funder_award_id":"RS-2022-00156287","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"}],"funders":[{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"},{"id":"https://openalex.org/F4320337407","display_name":"Division of Human Resource Development","ror":"https://ror.org/03mamvh39"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388819881.pdf","grobid_xml":"https://content.openalex.org/works/W4388819881.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W1650423943","https://openalex.org/W2014769954","https://openalex.org/W2097117768","https://openalex.org/W2132305759","https://openalex.org/W2189137594","https://openalex.org/W2512516761","https://openalex.org/W2540924152","https://openalex.org/W2760811931","https://openalex.org/W2883688806","https://openalex.org/W2942011342","https://openalex.org/W2946774101","https://openalex.org/W3016063838","https://openalex.org/W3035079504","https://openalex.org/W3118151711","https://openalex.org/W3156023588","https://openalex.org/W4225983804","https://openalex.org/W4285742293","https://openalex.org/W4288777480","https://openalex.org/W4292825856","https://openalex.org/W4315783205","https://openalex.org/W6631190155"],"related_works":["https://openalex.org/W2373577936","https://openalex.org/W4221148444","https://openalex.org/W4387678054","https://openalex.org/W2389596151","https://openalex.org/W3095575180","https://openalex.org/W1996543123","https://openalex.org/W4388516297","https://openalex.org/W4306784355","https://openalex.org/W2919167754","https://openalex.org/W2140095906"],"abstract_inverted_index":{"Every":[0],"existing":[1,103],"deep":[2],"learning":[3],"(DL)-based":[4],"detector":[5],"for":[6,17,20,40,60,107],"orthogonal":[7],"frequency":[8],"division":[9],"multiplexing":[10],"with":[11,55,66,143],"index":[12,81],"modulation":[13,21,27,56],"(OFDM-IM)":[14],"is":[15,85],"optimized":[16,106],"one":[18],"instance":[19],"parameters":[22],"(MPs)":[23],"such":[24],"as":[25],"the":[26,30,118,122,141],"orders":[28],"and":[29,76,99,121,139],"number":[31],"of":[32,43,73,110],"activae":[33],"subcarriers":[34],"but":[35],"does":[36],"not":[37],"operate":[38,65],"well":[39],"other":[41],"sets":[42],"MPs.":[44,68,111],"In":[45],"this":[46],"paper,":[47],"we":[48],"propose":[49],"a":[50,71],"novel":[51],"index-bit-detection":[52],"neural":[53],"network":[54],"parameter-independent":[57],"structure":[58],"(IBDNN-MPI)":[59],"OFDM-IM,":[61],"which":[62],"aims":[63],"to":[64,79,117,131],"various":[67],"IBDNN-MPI":[69,90],"adopts":[70],"concatenation":[72],"Inception":[74],"module":[75],"fully-connected":[77],"layers":[78],"detect":[80],"bits":[82],"effectively.":[83],"It":[84],"shown":[86],"via":[87],"simulations":[88],"that":[89],"implementations":[91],"show":[92],"better":[93],"bit":[94],"error":[95],"rate":[96],"(BER)":[97],"performance":[98],"less":[100],"complexity":[101,138],"than":[102],"DL-based":[104],"detectors":[105],"each":[108],"set":[109],"They":[112],"have":[113],"BER":[114],"performances":[115],"close":[116],"maximum":[119],"likelihood":[120],"log-likelihood":[123],"ratio":[124],"detectors.":[125],"Moreover,":[126],"they":[127],"can":[128],"be":[129],"applicable":[130],"dual-mode":[132],"OFDM-IM":[133],"at":[134],"slightly":[135],"increased":[136],"computational":[137],"cover":[140],"scenarios":[142],"imperfect":[144],"channel":[145],"state":[146],"information.":[147]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}
