{"id":"https://openalex.org/W4392981268","doi":"https://doi.org/10.1109/icaiic60209.2024.10463511","title":"Performance on Autoencoder-Based MIMO Quantize-Forward Relay System for Various Learning Parameters","display_name":"Performance on Autoencoder-Based MIMO Quantize-Forward Relay System for Various Learning Parameters","publication_year":2024,"publication_date":"2024-02-19","ids":{"openalex":"https://openalex.org/W4392981268","doi":"https://doi.org/10.1109/icaiic60209.2024.10463511"},"language":"en","primary_location":{"id":"doi:10.1109/icaiic60209.2024.10463511","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icaiic60209.2024.10463511","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)","raw_type":"proceedings-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/A5078458110","display_name":"Juin Shin","orcid":"https://orcid.org/0009-0003-9445-9321"},"institutions":[{"id":"https://openalex.org/I80611190","display_name":"Jeonbuk National University","ror":"https://ror.org/05q92br09","country_code":"KR","type":"education","lineage":["https://openalex.org/I80611190"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Juin Shin","raw_affiliation_strings":["Jeonbuk National University,Division of Electronic Engineering,Jeonju,Korea","Division of Electronic Engineering, Jeonbuk National University, Jeonju, Korea"],"affiliations":[{"raw_affiliation_string":"Jeonbuk National University,Division of Electronic Engineering,Jeonju,Korea","institution_ids":["https://openalex.org/I80611190"]},{"raw_affiliation_string":"Division of Electronic Engineering, Jeonbuk National University, Jeonju, Korea","institution_ids":["https://openalex.org/I80611190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071160009","display_name":"Yifan Yao","orcid":"https://orcid.org/0009-0004-4132-5933"},"institutions":[{"id":"https://openalex.org/I80611190","display_name":"Jeonbuk National University","ror":"https://ror.org/05q92br09","country_code":"KR","type":"education","lineage":["https://openalex.org/I80611190"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yifan Yao","raw_affiliation_strings":["Jeonbuk National University,Division of Electronic Engineering,Jeonju,Korea","Division of Electronic Engineering, Jeonbuk National University, Jeonju, Korea"],"affiliations":[{"raw_affiliation_string":"Jeonbuk National University,Division of Electronic Engineering,Jeonju,Korea","institution_ids":["https://openalex.org/I80611190"]},{"raw_affiliation_string":"Division of Electronic Engineering, Jeonbuk National University, Jeonju, Korea","institution_ids":["https://openalex.org/I80611190"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074356060","display_name":"Xianglan Jin","orcid":"https://orcid.org/0000-0002-6131-2556"},"institutions":[{"id":"https://openalex.org/I80611190","display_name":"Jeonbuk National University","ror":"https://ror.org/05q92br09","country_code":"KR","type":"education","lineage":["https://openalex.org/I80611190"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Xianglan Jin","raw_affiliation_strings":["Jeonbuk National University,Division of Electronic Engineering,Jeonju,Korea","Division of Electronic Engineering, Jeonbuk National University, Jeonju, Korea"],"affiliations":[{"raw_affiliation_string":"Jeonbuk National University,Division of Electronic Engineering,Jeonju,Korea","institution_ids":["https://openalex.org/I80611190"]},{"raw_affiliation_string":"Division of Electronic Engineering, Jeonbuk National University, Jeonju, Korea","institution_ids":["https://openalex.org/I80611190"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5078458110"],"corresponding_institution_ids":["https://openalex.org/I80611190"],"apc_list":null,"apc_paid":null,"fwci":0.3626,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.61778685,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"173","last_page":"176"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9916999936103821,"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/T12676","display_name":"Machine Learning and ELM","score":0.9916999936103821,"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/T12791","display_name":"Full-Duplex Wireless Communications","score":0.9244999885559082,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.9024020433425903},{"id":"https://openalex.org/keywords/relay","display_name":"Relay","score":0.6638579368591309},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6514258980751038},{"id":"https://openalex.org/keywords/mimo","display_name":"MIMO","score":0.6464129090309143},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3797532320022583},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.33937954902648926},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.25944361090660095},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.14294499158859253},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07334563136100769},{"id":"https://openalex.org/keywords/beamforming","display_name":"Beamforming","score":0.053726404905319214}],"concepts":[{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.9024020433425903},{"id":"https://openalex.org/C2778156585","wikidata":"https://www.wikidata.org/wiki/Q174053","display_name":"Relay","level":3,"score":0.6638579368591309},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6514258980751038},{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.6464129090309143},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3797532320022583},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.33937954902648926},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.25944361090660095},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.14294499158859253},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07334563136100769},{"id":"https://openalex.org/C54197355","wikidata":"https://www.wikidata.org/wiki/Q5782992","display_name":"Beamforming","level":2,"score":0.053726404905319214},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icaiic60209.2024.10463511","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icaiic60209.2024.10463511","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7311917801","display_name":null,"funder_award_id":"2022RIF1A1063048","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W2145822097","https://openalex.org/W2147035723","https://openalex.org/W2152121970","https://openalex.org/W2271840356","https://openalex.org/W2734408173","https://openalex.org/W2738538347","https://openalex.org/W2804075771","https://openalex.org/W4297824792","https://openalex.org/W4310137664"],"related_works":["https://openalex.org/W3013693939","https://openalex.org/W2159052453","https://openalex.org/W2566616303","https://openalex.org/W3131327266","https://openalex.org/W2734887215","https://openalex.org/W4297051394","https://openalex.org/W2752972570","https://openalex.org/W2145836866","https://openalex.org/W2803255133","https://openalex.org/W4220775285"],"abstract_inverted_index":{"In":[0,27,61],"multiple":[1,3],"input":[2],"output":[4],"(MIMO)":[5],"quantize-forward":[6],"(QF)":[7],"relay":[8,32,53,70],"systems,":[9],"an":[10,13],"autoencoder":[11],"comprising":[12],"encoder,":[14],"a":[15,18,57,83],"decoder,":[16],"and":[17,39,107],"channel":[19],"component":[20],"has":[21],"been":[22],"employed,":[23],"demonstrating":[24],"commendable":[25],"performance.":[26],"the":[28,31,34,43,52,63,66,79,112,124,128],"QF":[29,69],"relaying,":[30],"quantizes":[33],"phases":[35],"of":[36,65,86,105,127],"received":[37],"signals":[38],"forwards":[40],"them":[41],"to":[42,96],"destination.":[44],"A":[45],"neural":[46,76,108],"network":[47,77,109],"is":[48],"subsequently":[49],"integrated":[50],"into":[51],"after":[54],"quantization,":[55],"introducing":[56],"non-linear":[58],"beamforming":[59],"effect.":[60],"assessing":[62],"efficacy":[64],"autoencoder-based":[67],"MIMO":[68],"system":[71,93],"applying":[72],"phase":[73],"quantization":[74],"with":[75],"at":[78,111],"relay,":[80],"we":[81],"conduct":[82],"comprehensive":[84],"analysis":[85],"bit":[87],"error":[88],"rates.":[89],"This":[90],"evaluation":[91],"compares":[92],"performance":[94,126],"related":[95],"diverse":[97],"learning":[98,120],"parameters,":[99],"such":[100],"as":[101],"batch":[102],"size,":[103],"number":[104],"epochs,":[106],"size":[110],"relay.":[113],"Simulation":[114],"results":[115],"clearly":[116],"illustrate":[117],"that":[118],"these":[119],"parameters":[121],"significantly":[122],"influence":[123],"overall":[125],"system.":[129]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}