{"id":"https://openalex.org/W2886419734","doi":"https://doi.org/10.1109/icufn.2018.8436754","title":"Machine Learning Based Link-to-System Mapping for System-Level Simulation of Cellular Networks","display_name":"Machine Learning Based Link-to-System Mapping for System-Level Simulation of Cellular Networks","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2886419734","doi":"https://doi.org/10.1109/icufn.2018.8436754","mag":"2886419734"},"language":"en","primary_location":{"id":"doi:10.1109/icufn.2018.8436754","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icufn.2018.8436754","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Tenth International Conference on Ubiquitous and Future Networks (ICUFN)","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/A5008158816","display_name":"Eunmi Chu","orcid":"https://orcid.org/0000-0003-4529-0569"},"institutions":[{"id":"https://openalex.org/I196345858","display_name":"Chungnam National University","ror":"https://ror.org/0227as991","country_code":"KR","type":"education","lineage":["https://openalex.org/I196345858"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Eunmi Chu","raw_affiliation_strings":["Chungnam National University Daejeon, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Chungnam National University Daejeon, Republic of Korea","institution_ids":["https://openalex.org/I196345858"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061055378","display_name":"Hyuk Ju Jang","orcid":null},"institutions":[{"id":"https://openalex.org/I196345858","display_name":"Chungnam National University","ror":"https://ror.org/0227as991","country_code":"KR","type":"education","lineage":["https://openalex.org/I196345858"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyuk Ju Jang","raw_affiliation_strings":["Chungnam National University Daejeon, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Chungnam National University Daejeon, Republic of Korea","institution_ids":["https://openalex.org/I196345858"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039254133","display_name":"Bang Chul Jung","orcid":"https://orcid.org/0000-0002-4485-9592"},"institutions":[{"id":"https://openalex.org/I196345858","display_name":"Chungnam National University","ror":"https://ror.org/0227as991","country_code":"KR","type":"education","lineage":["https://openalex.org/I196345858"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Bang Chul Jung","raw_affiliation_strings":["Chungnam National University Daejeon, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Chungnam National University Daejeon, Republic of Korea","institution_ids":["https://openalex.org/I196345858"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5008158816"],"corresponding_institution_ids":["https://openalex.org/I196345858"],"apc_list":null,"apc_paid":null,"fwci":0.3863,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.62840963,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"503","last_page":"506"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","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/T10148","display_name":"Advanced MIMO Systems Optimization","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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9965999722480774,"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/T13905","display_name":"Telecommunications and Broadcasting Technologies","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/computer-science","display_name":"Computer science","score":0.7704281806945801},{"id":"https://openalex.org/keywords/block-error-rate","display_name":"Block Error Rate","score":0.6732302904129028},{"id":"https://openalex.org/keywords/link-level","display_name":"Link level","score":0.5812113881111145},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5110100507736206},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.46478793025016785},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4391217529773712},{"id":"https://openalex.org/keywords/system-level-simulation","display_name":"System-level simulation","score":0.4345923066139221},{"id":"https://openalex.org/keywords/signal-to-noise-ratio","display_name":"Signal-to-noise ratio (imaging)","score":0.4343748390674591},{"id":"https://openalex.org/keywords/heterogeneous-network","display_name":"Heterogeneous network","score":0.4131753742694855},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.4111926257610321},{"id":"https://openalex.org/keywords/standardization","display_name":"Standardization","score":0.4110003113746643},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3249627947807312},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.2535851001739502},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1860104501247406},{"id":"https://openalex.org/keywords/telecommunications-link","display_name":"Telecommunications link","score":0.12263765931129456},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09756892919540405},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.08716526627540588}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7704281806945801},{"id":"https://openalex.org/C2776639698","wikidata":"https://www.wikidata.org/wiki/Q4927140","display_name":"Block Error Rate","level":3,"score":0.6732302904129028},{"id":"https://openalex.org/C2779609627","wikidata":"https://www.wikidata.org/wiki/Q6554308","display_name":"Link level","level":2,"score":0.5812113881111145},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5110100507736206},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.46478793025016785},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4391217529773712},{"id":"https://openalex.org/C2781207095","wikidata":"https://www.wikidata.org/wiki/Q24963836","display_name":"System-level simulation","level":2,"score":0.4345923066139221},{"id":"https://openalex.org/C13944312","wikidata":"https://www.wikidata.org/wiki/Q7512748","display_name":"Signal-to-noise ratio (imaging)","level":2,"score":0.4343748390674591},{"id":"https://openalex.org/C158207573","wikidata":"https://www.wikidata.org/wiki/Q5747224","display_name":"Heterogeneous network","level":4,"score":0.4131753742694855},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.4111926257610321},{"id":"https://openalex.org/C188087704","wikidata":"https://www.wikidata.org/wiki/Q369577","display_name":"Standardization","level":2,"score":0.4110003113746643},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3249627947807312},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.2535851001739502},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1860104501247406},{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.12263765931129456},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09756892919540405},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.08716526627540588},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icufn.2018.8436754","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icufn.2018.8436754","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Tenth International Conference on Ubiquitous and Future Networks (ICUFN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W772273785","https://openalex.org/W1636767599","https://openalex.org/W2068243911","https://openalex.org/W2303821876","https://openalex.org/W2353525936","https://openalex.org/W2523246573","https://openalex.org/W2541411346","https://openalex.org/W2541676660","https://openalex.org/W2756238015","https://openalex.org/W6706026080","https://openalex.org/W6744547464"],"related_works":["https://openalex.org/W2543647513","https://openalex.org/W2290829029","https://openalex.org/W2157539323","https://openalex.org/W1975370776","https://openalex.org/W4250950293","https://openalex.org/W1570176625","https://openalex.org/W800952936","https://openalex.org/W2082024457","https://openalex.org/W2130081353","https://openalex.org/W2886419734"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,25],"machine":[4],"learning":[5],"(ML)-based":[6],"exponential":[7],"effective":[8],"signal-to-noise":[9],"ratio":[10],"(SNR)":[11],"mapping":[12,41,70,78,109,119],"(EESM)":[13],"method":[14,65,85],"for":[15],"simulating":[16],"the":[17,38,61,67,76,83,87,93,99,103,107,116],"system-level":[18],"performance":[19],"of":[20,37,75],"cellular":[21],"networks,":[22],"which":[23,43],"utilizes":[24],"deep":[26],"neural":[27],"network":[28],"(DNN)":[29],"regression":[30],"algorithm.":[31],"We":[32],"first":[33],"explain":[34],"overall":[35],"procedure":[36],"link-to-system":[39],"(L2S)":[40],"algorithm":[42],"has":[44],"been":[45],"used":[46],"in":[47],"commercial":[48],"standardization":[49],"organizations":[50],"such":[51],"as":[52],"IEEE":[53],"802.16":[54],"and":[55,102],"3GPP":[56],"LTE.":[57],"Then,":[58],"we":[59],"apply":[60],"proposed":[62,84],"ML-based":[63],"EESM":[64],"to":[66],"existing":[68],"L2S":[69,77,108,118],"procedure.":[71],"The":[72],"processing":[73],"time":[74],"becomes":[79],"significantly":[80],"reduced":[81],"through":[82],"while":[86],"mean":[88],"squared":[89],"errors":[90],"(MSE)":[91],"between":[92],"actual":[94],"block-error":[95],"rate":[96],"(BLER)":[97],"from":[98,106],"link-level":[100],"simulator":[101],"estimated":[104],"BLER":[105],"technique":[110],"is":[111],"also":[112],"decreased,":[113],"compared":[114],"with":[115],"conventional":[117],"method.":[120]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}