{"id":"https://openalex.org/W3036299681","doi":"https://doi.org/10.1109/jsac.2020.3000827","title":"Playback of 5G and Beyond Measured MIMO Channels by an ANN-Based Modeling and Simulation Framework","display_name":"Playback of 5G and Beyond Measured MIMO Channels by an ANN-Based Modeling and Simulation Framework","publication_year":2020,"publication_date":"2020-06-22","ids":{"openalex":"https://openalex.org/W3036299681","doi":"https://doi.org/10.1109/jsac.2020.3000827","mag":"3036299681"},"language":"en","primary_location":{"id":"doi:10.1109/jsac.2020.3000827","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2020.3000827","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"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 Journal on Selected Areas in Communications","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/A5046575943","display_name":"Xiongwen Zhao","orcid":"https://orcid.org/0000-0001-9421-4795"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiongwen Zhao","raw_affiliation_strings":["School of Electrical and Electronic Engineering, North China Electric Power University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-9421-4795","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, North China Electric Power University, Beijing, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007272158","display_name":"Fei Du","orcid":"https://orcid.org/0000-0003-3193-2508"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Du","raw_affiliation_strings":["School of Electrical and Electronic Engineering, North China Electric Power University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-3193-2508","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, North China Electric Power University, Beijing, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048108281","display_name":"Suiyan Geng","orcid":"https://orcid.org/0000-0003-1973-7937"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Suiyan Geng","raw_affiliation_strings":["School of Electrical and Electronic Engineering, North China Electric Power University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, North China Electric Power University, Beijing, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070225809","display_name":"Zihao Fu","orcid":"https://orcid.org/0000-0002-4706-9115"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zihao Fu","raw_affiliation_strings":["School of Electrical and Electronic Engineering, North China Electric Power University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, North China Electric Power University, Beijing, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100775051","display_name":"Zhongyu Wang","orcid":"https://orcid.org/0000-0002-1342-3024"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongyu Wang","raw_affiliation_strings":["School of Electrical and Electronic Engineering, North China Electric Power University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, North China Electric Power University, Beijing, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071368059","display_name":"Yu Zhang","orcid":"https://orcid.org/0000-0001-6978-370X"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Zhang","raw_affiliation_strings":["School of Electrical and Electronic Engineering, North China Electric Power University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-6978-370X","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, North China Electric Power University, Beijing, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039042766","display_name":"Zhenyu Zhou","orcid":"https://orcid.org/0000-0002-3344-4463"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenyu Zhou","raw_affiliation_strings":["School of Electrical and Electronic Engineering, North China Electric Power University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-3344-4463","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, North China Electric Power University, Beijing, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101879956","display_name":"Lei Zhang","orcid":"https://orcid.org/0000-0001-8629-4385"},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Zhang","raw_affiliation_strings":["State Grid Corporation of China, Shandong Electric Power Research Institute, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Grid Corporation of China, Shandong Electric Power Research Institute, Jinan, China","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089217677","display_name":"Liuqing Yang","orcid":"https://orcid.org/0000-0003-0231-6837"},"institutions":[{"id":"https://openalex.org/I92446798","display_name":"Colorado State University","ror":"https://ror.org/03k1gpj17","country_code":"US","type":"education","lineage":["https://openalex.org/I92446798"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Liuqing Yang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Colorado State University, Fort Collins, USA"],"raw_orcid":"https://orcid.org/0000-0003-0231-6837","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Colorado State University, Fort Collins, USA","institution_ids":["https://openalex.org/I92446798"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.452,"has_fulltext":false,"cited_by_count":87,"citation_normalized_percentile":{"value":0.97370685,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"38","issue":"9","first_page":"1945","last_page":"1954"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":1.0,"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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":1.0,"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":0.9998999834060669,"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/T12146","display_name":"Power Line Communications and Noise","score":0.9987999796867371,"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/computer-science","display_name":"Computer science","score":0.8320382833480835},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.7213112711906433},{"id":"https://openalex.org/keywords/mimo","display_name":"MIMO","score":0.6306631565093994},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5405629277229309},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4585511386394501},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.41187623143196106},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.38497719168663025},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.34523117542266846},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2891613245010376},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2880939841270447}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8320382833480835},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.7213112711906433},{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.6306631565093994},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5405629277229309},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4585511386394501},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.41187623143196106},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.38497719168663025},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.34523117542266846},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2891613245010376},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2880939841270447},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jsac.2020.3000827","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2020.3000827","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"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 Journal on Selected Areas in Communications","raw_type":"journal-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-160870","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-160870","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4699999988079071}],"awards":[{"id":"https://openalex.org/G3218524638","display_name":null,"funder_award_id":"17L20052","funder_id":"https://openalex.org/F4320322919","funder_display_name":"Natural Science Foundation of Beijing Municipality"},{"id":"https://openalex.org/G6818647588","display_name":"\u9762\u5411\u672a\u6765\u79fb\u52a8\u901a\u4fe1\u7684\u4f4e\u529f\u8017\u5b89\u5168\u667a\u6167\u7269\u8054\u7f51\u7cfb\u7edf\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"61931001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8432381655","display_name":"\u9762\u54115G\u7684\u6beb\u7c73\u6ce2\u65f6\u53d8\u4fe1\u9053\u5efa\u6a21\u4e0e\u4eff\u771f\u6280\u672f\u7814\u7a76","funder_award_id":"61771194","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G871550672","display_name":null,"funder_award_id":"SGSDDK00KJJS1900405","funder_id":"https://openalex.org/F4320326707","funder_display_name":"State Grid Corporation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322919","display_name":"Natural Science Foundation of Beijing Municipality","ror":null},{"id":"https://openalex.org/F4320326707","display_name":"State Grid Corporation of China","ror":"https://ror.org/05twwhs70"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1906224694","https://openalex.org/W2031492372","https://openalex.org/W2054692642","https://openalex.org/W2094655360","https://openalex.org/W2131092967","https://openalex.org/W2135647798","https://openalex.org/W2530944180","https://openalex.org/W2568215643","https://openalex.org/W2597206177","https://openalex.org/W2759115281","https://openalex.org/W2775421175","https://openalex.org/W2782731083","https://openalex.org/W2789947301","https://openalex.org/W2887024570","https://openalex.org/W2896045615","https://openalex.org/W2898791317","https://openalex.org/W2900841156","https://openalex.org/W2903749698","https://openalex.org/W2921124002","https://openalex.org/W2952011354","https://openalex.org/W2963080915","https://openalex.org/W2976765088","https://openalex.org/W2980131986","https://openalex.org/W2982923835","https://openalex.org/W4248572758","https://openalex.org/W6760227104"],"related_works":["https://openalex.org/W2545343974","https://openalex.org/W4291895924","https://openalex.org/W1783583321","https://openalex.org/W2038397443","https://openalex.org/W2941374357","https://openalex.org/W2112785353","https://openalex.org/W2026727497","https://openalex.org/W4388520214","https://openalex.org/W2164866798","https://openalex.org/W1976502299"],"abstract_inverted_index":{"In":[0],"this":[1],"work,":[2],"firstly":[3],"we":[4,52,76],"propose":[5],"an":[6],"artificial":[7],"neural":[8],"network":[9],"(ANN)":[10],"based":[11,29,56],"channel":[12,21,45,58,87,93,158],"modeling":[13],"and":[14,33,90,101,141,146],"simulation":[15,34,103],"framework":[16,55,80,111],"to":[17,22,39,46,130,136,153],"playback":[18,113,131],"a":[19,41,65,128],"measurement":[20],"overcome":[23],"the":[24,54,78,84,98,109,114,132],"shortcomings":[25],"of":[26,83,162,165],"traditional":[27],"geometry":[28],"stochastic":[30],"modelling":[31],"(GBSM)":[32],"approach":[35],"which":[36],"is":[37],"unable":[38],"predict":[40],"time":[42],"or":[43],"position-varying":[44],"match":[47],"with":[48],"real":[49],"environment.":[50],"Secondly,":[51],"implement":[53],"on":[57],"measurements":[59],"performed":[60],"at":[61,69],"28":[62],"GHz":[63],"in":[64,139,156,160],"large":[66,85,123,163],"waiting":[67],"hall":[68],"Qingdao":[70],"high-speed":[71],"railway":[72],"station,":[73],"China.":[74],"Thirdly,":[75],"validate":[77],"proposed":[79],"by":[81],"comparisons":[82],"scale":[86,92],"parameters":[88,94],"(LSCPs)":[89],"small":[91],"(SSCPs)":[95],"extracted":[96],"from":[97],"measured,":[99],"ANN":[100],"GBSM":[102],"channels.":[104],"The":[105],"results":[106],"show":[107],"that":[108],"ANN-based":[110],"can":[112],"measured":[115,133,166],"channels":[116,121,134],"accurately,":[117],"while":[118,149],"GBSM-based":[119],"simulated":[120],"have":[122],"deviations.":[124],"This":[125],"work":[126],"offers":[127],"solution":[129],"accurately":[135],"be":[137,154],"used":[138],"5G":[140],"beyond":[142],"radio":[143],"system":[144],"research":[145],"engineering":[147],"applications,":[148],"it's":[150],"also":[151],"able":[152],"applied":[155],"future":[157],"predictions":[159],"case":[161],"amount":[164],"data":[167],"available.":[168]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":21},{"year":2021,"cited_by_count":20},{"year":2020,"cited_by_count":6}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}