{"id":"https://openalex.org/W3023915968","doi":"https://doi.org/10.1109/mwc.001.1900386","title":"An Artificial Intelligence Enabled F-RAN Testbed","display_name":"An Artificial Intelligence Enabled F-RAN Testbed","publication_year":2020,"publication_date":"2020-04-01","ids":{"openalex":"https://openalex.org/W3023915968","doi":"https://doi.org/10.1109/mwc.001.1900386","mag":"3023915968"},"language":"en","primary_location":{"id":"doi:10.1109/mwc.001.1900386","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mwc.001.1900386","pdf_url":null,"source":{"id":"https://openalex.org/S146764194","display_name":"IEEE Wireless Communications","issn_l":"1536-1284","issn":["1536-1284","1558-0687"],"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","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/A5019111566","display_name":"Zhaoming Lu","orcid":"https://orcid.org/0000-0002-0182-1770"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaoming Lu","raw_affiliation_strings":["Beijing University of Posts and Telecommunications"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057174728","display_name":"Zhiqun Hu","orcid":"https://orcid.org/0000-0002-5666-1401"},"institutions":[{"id":"https://openalex.org/I75900474","display_name":"Hubei University","ror":"https://ror.org/03a60m280","country_code":"CN","type":"education","lineage":["https://openalex.org/I75900474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiqun Hu","raw_affiliation_strings":["Hubei University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hubei University","institution_ids":["https://openalex.org/I75900474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062124628","display_name":"Zijun Han","orcid":"https://orcid.org/0000-0001-5626-1654"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zijun Han","raw_affiliation_strings":["Beijing University of Posts and Telecommunications"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057155774","display_name":"Luhan Wang","orcid":"https://orcid.org/0000-0002-7056-5416"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Luhan Wang","raw_affiliation_strings":["Beijing University of Posts and Telecommunications"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006213949","display_name":"Raymond Knopp","orcid":"https://orcid.org/0000-0002-6133-5651"},"institutions":[{"id":"https://openalex.org/I1902872","display_name":"EURECOM","ror":"https://ror.org/00sse7z02","country_code":"FR","type":"education","lineage":["https://openalex.org/I1902872","https://openalex.org/I205703379"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Raymond Knopp","raw_affiliation_strings":["EURECOM"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EURECOM","institution_ids":["https://openalex.org/I1902872"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101786268","display_name":"Yuheng Zhang","orcid":"https://orcid.org/0000-0002-3907-6761"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuheng Zhang","raw_affiliation_strings":["Beijing University of Posts and Telecommunications"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications","institution_ids":["https://openalex.org/I139759216"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9085,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.73630738,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"27","issue":"2","first_page":"65","last_page":"71"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9995999932289124,"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/T11932","display_name":"Wireless Body Area Networks","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/testbed","display_name":"Testbed","score":0.9338805079460144},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8409740328788757},{"id":"https://openalex.org/keywords/c-ran","display_name":"C-RAN","score":0.7948523759841919},{"id":"https://openalex.org/keywords/ran","display_name":"Ran","score":0.6362248659133911},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.6355845332145691},{"id":"https://openalex.org/keywords/radio-access-network","display_name":"Radio access network","score":0.5176063776016235},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4606068432331085},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.4509349763393402},{"id":"https://openalex.org/keywords/user-equipment","display_name":"User equipment","score":0.4256492853164673},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.4225667715072632},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.40806227922439575},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3511909246444702},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.34034067392349243},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.1466907262802124},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.11556336283683777}],"concepts":[{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.9338805079460144},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8409740328788757},{"id":"https://openalex.org/C2779765720","wikidata":"https://www.wikidata.org/wiki/Q5005908","display_name":"C-RAN","level":5,"score":0.7948523759841919},{"id":"https://openalex.org/C160704184","wikidata":"https://www.wikidata.org/wiki/Q18031028","display_name":"Ran","level":2,"score":0.6362248659133911},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.6355845332145691},{"id":"https://openalex.org/C106365562","wikidata":"https://www.wikidata.org/wiki/Q3078360","display_name":"Radio access network","level":4,"score":0.5176063776016235},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4606068432331085},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.4509349763393402},{"id":"https://openalex.org/C2781327853","wikidata":"https://www.wikidata.org/wiki/Q3552547","display_name":"User equipment","level":3,"score":0.4256492853164673},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.4225667715072632},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.40806227922439575},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3511909246444702},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.34034067392349243},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.1466907262802124},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.11556336283683777},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C207029474","wikidata":"https://www.wikidata.org/wiki/Q384018","display_name":"Mobile station","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mwc.001.1900386","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mwc.001.1900386","pdf_url":null,"source":{"id":"https://openalex.org/S146764194","display_name":"IEEE Wireless Communications","issn_l":"1536-1284","issn":["1536-1284","1558-0687"],"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","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1788288079","https://openalex.org/W2147531358","https://openalex.org/W2247614327","https://openalex.org/W2566935729","https://openalex.org/W2605868208","https://openalex.org/W2746390786","https://openalex.org/W2769378718","https://openalex.org/W2784197713","https://openalex.org/W2895268459","https://openalex.org/W2900669374","https://openalex.org/W2947382075","https://openalex.org/W2963620705","https://openalex.org/W2963652759","https://openalex.org/W2964271679","https://openalex.org/W2987100838","https://openalex.org/W6681988099","https://openalex.org/W6770803111"],"related_works":["https://openalex.org/W2436923341","https://openalex.org/W3037103914","https://openalex.org/W3018338683","https://openalex.org/W4205856738","https://openalex.org/W2902151128","https://openalex.org/W2922954044","https://openalex.org/W4313555347","https://openalex.org/W2885627391","https://openalex.org/W4315630224","https://openalex.org/W104163691"],"abstract_inverted_index":{"F-RAN":[0,31,41,74,96,125],"is":[1,92],"regarded":[2],"as":[3],"a":[4,34,46,82,112,142],"promising":[5],"paradigm":[6],"for":[7,116],"mobile":[8],"networks":[9],"to":[10,110],"alleviate":[11],"the":[12,95,102,121,124],"unprecedented":[13],"traffic":[14],"pressures":[15],"and":[16,37,62,66,79,131,136],"meet":[17],"quality":[18],"of":[19,22,48,105],"service":[20],"requirements":[21],"various":[23,106],"5G":[24],"services":[25],"with":[26],"great":[27],"flexibility.":[28],"To":[29],"make":[30,114],"work":[32],"in":[33,45,81,141],"reliable,":[35],"efficient,":[36],"smart":[38],"way,":[39],"AI-enabled":[40,73],"could":[42],"be":[43],"innovative":[44],"number":[47],"directions:":[49],"computing":[50],"task":[51],"offloading,":[52],"resource":[53],"management,":[54],"dynamic":[55],"beam":[56],"selection,":[57],"cross-layer":[58],"design,":[59],"energy":[60],"saving":[61],"harvesting,":[63],"mobility":[64],"enhancement,":[65],"so":[67],"on.":[68],"In":[69],"this":[70],"article,":[71],"an":[72,89],"testbed":[75],"has":[76],"been":[77],"designed":[78],"implemented":[80],"portable":[83],"way":[84],"based":[85],"on":[86,120],"OpenAirInterface,":[87],"where":[88],"AI":[90,99],"module":[91,100],"integrated":[93],"into":[94],"architecture.":[97],"The":[98],"encapsulates":[101],"underlying":[103],"operators":[104],"machine":[107],"learning":[108],"frameworks":[109],"help":[111],"network":[113],"policies":[115],"different":[117],"applications.":[118],"Based":[119],"proposed":[122],"testbed,":[123],"research":[126],"community":[127],"can":[128],"easily":[129],"analyze":[130],"evaluate":[132],"their":[133],"novel":[134],"methods":[135],"quickly":[137],"develop":[138],"intelligent":[139],"algorithms":[140],"lab":[143],"environment.":[144]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}