{"id":"https://openalex.org/W2981593076","doi":"https://doi.org/10.1109/access.2019.2948475","title":"GWO-BP Neural Network Based OP Performance Prediction for Mobile Multiuser Communication Networks","display_name":"GWO-BP Neural Network Based OP Performance Prediction for Mobile Multiuser Communication Networks","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2981593076","doi":"https://doi.org/10.1109/access.2019.2948475","mag":"2981593076"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2948475","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2948475","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08877818.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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/ielx7/6287639/8600701/08877818.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067556564","display_name":"Lingwei Xu","orcid":"https://orcid.org/0000-0002-2169-6356"},"institutions":[{"id":"https://openalex.org/I143413998","display_name":"Qingdao University of Science and Technology","ror":"https://ror.org/041j8js14","country_code":"CN","type":"education","lineage":["https://openalex.org/I143413998"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingwei Xu","raw_affiliation_strings":["College of Information Science and Technology, Qingdao University of Science and Technology, Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0002-2169-6356","affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Qingdao University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I143413998"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100452654","display_name":"Han Wang","orcid":"https://orcid.org/0000-0001-7347-3763"},"institutions":[{"id":"https://openalex.org/I200946902","display_name":"Yichun University","ror":"https://ror.org/05h4th693","country_code":"CN","type":"education","lineage":["https://openalex.org/I200946902"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Han Wang","raw_affiliation_strings":["College of Physical Science and Engineering, Yichun University, Yichun, China"],"raw_orcid":"https://orcid.org/0000-0001-7347-3763","affiliations":[{"raw_affiliation_string":"College of Physical Science and Engineering, Yichun University, Yichun, China","institution_ids":["https://openalex.org/I200946902"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039275492","display_name":"Wen Lin","orcid":"https://orcid.org/0000-0001-9860-1178"},"institutions":[{"id":"https://openalex.org/I354108","display_name":"Minjiang University","ror":"https://ror.org/00s7tkw17","country_code":"CN","type":"education","lineage":["https://openalex.org/I354108"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wen Lin","raw_affiliation_strings":["Electronic Information and Control, Engineering Research Center, Minjiang University, Fuzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronic Information and Control, Engineering Research Center, Minjiang University, Fuzhou, China","institution_ids":["https://openalex.org/I354108"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035133764","display_name":"T. Aaron Gulliver","orcid":"https://orcid.org/0000-0001-9919-0323"},"institutions":[{"id":"https://openalex.org/I212119943","display_name":"University of Victoria","ror":"https://ror.org/04s5mat29","country_code":"CA","type":"education","lineage":["https://openalex.org/I212119943"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Thomas Aaron Gulliver","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Victoria, Victoria, BC, Canada"],"raw_orcid":"https://orcid.org/0000-0001-9919-0323","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Victoria, Victoria, BC, Canada","institution_ids":["https://openalex.org/I212119943"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010225069","display_name":"Khoa N. Le","orcid":"https://orcid.org/0000-0003-1405-3843"},"institutions":[{"id":"https://openalex.org/I63525965","display_name":"Western Sydney University","ror":"https://ror.org/03t52dk35","country_code":"AU","type":"education","lineage":["https://openalex.org/I63525965"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Khoa N. Le","raw_affiliation_strings":["School of Computing, Engineering and Mathematics, Western Sydney University, Sydney, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, Engineering and Mathematics, Western Sydney University, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I63525965"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.6152,"has_fulltext":true,"cited_by_count":42,"citation_normalized_percentile":{"value":0.9447452,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"7","issue":null,"first_page":"152690","last_page":"152700"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9995999932289124,"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":0.9995999932289124,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.993399977684021,"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":0.9926000237464905,"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/extreme-learning-machine","display_name":"Extreme learning machine","score":0.8390769958496094},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7786961793899536},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7103124856948853},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6639045476913452},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5045615434646606},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4551222324371338},{"id":"https://openalex.org/keywords/backpropagation","display_name":"Backpropagation","score":0.43683505058288574},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32582467794418335}],"concepts":[{"id":"https://openalex.org/C2780150128","wikidata":"https://www.wikidata.org/wiki/Q21948731","display_name":"Extreme learning machine","level":3,"score":0.8390769958496094},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7786961793899536},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7103124856948853},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6639045476913452},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5045615434646606},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4551222324371338},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.43683505058288574},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32582467794418335}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2948475","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2948475","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08877818.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:fe3a766b71e24ffdb02e304c5dd50d47","is_oa":true,"landing_page_url":"https://doaj.org/article/fe3a766b71e24ffdb02e304c5dd50d47","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 7, Pp 152690-152700 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2948475","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2948475","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08877818.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.4399999976158142,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G1577773780","display_name":"\u57fa\u4e8e\u5149\u58f0\u878d\u5408\u7684\u6c34\u4e0b\u65e0\u7ebf\u4f20\u611f\u5668\u7f51\u7edc\u5173\u952e\u95ee\u9898\u7814\u7a76","funder_award_id":"61671261","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2354878962","display_name":null,"funder_award_id":"201703032","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4009313759","display_name":null,"funder_award_id":"61901409","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G4339998216","display_name":null,"funder_award_id":"U1806201","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4594328331","display_name":null,"funder_award_id":"MJXY-KF-EIC1801","funder_id":"https://openalex.org/F4320325946","funder_display_name":"Minjiang University"},{"id":"https://openalex.org/G477497960","display_name":null,"funder_award_id":"ZR2017BF023","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6280138701","display_name":null,"funder_award_id":"010029029","funder_id":"https://openalex.org/F4320324788","funder_display_name":"Qingdao University of Science and Technology"},{"id":"https://openalex.org/G6529085909","display_name":null,"funder_award_id":"KFKT2018","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G665114797","display_name":null,"funder_award_id":"KFKT2018-2","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7041203694","display_name":null,"funder_award_id":"201703032","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G705113832","display_name":null,"funder_award_id":"61901409","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7234669259","display_name":null,"funder_award_id":"201703032","funder_id":"https://openalex.org/F4320329863","funder_display_name":"Postdoctoral Innovation Project of Shandong Province"},{"id":"https://openalex.org/G7794655102","display_name":null,"funder_award_id":"U1806201","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G7951793439","display_name":null,"funder_award_id":"010029029","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G8041320593","display_name":null,"funder_award_id":"KFKT2018-2","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G8138290892","display_name":null,"funder_award_id":"ZR2017BF023","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G8506991792","display_name":null,"funder_award_id":"KFKT2018-2","funder_id":"https://openalex.org/F4320325566","funder_display_name":"Lanzhou Jiaotong University"},{"id":"https://openalex.org/G8930170170","display_name":null,"funder_award_id":"61901207","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation 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/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null},{"id":"https://openalex.org/F4320324788","display_name":"Qingdao University of Science and Technology","ror":"https://ror.org/041j8js14"},{"id":"https://openalex.org/F4320325566","display_name":"Lanzhou Jiaotong University","ror":"https://ror.org/03144pv92"},{"id":"https://openalex.org/F4320325946","display_name":"Minjiang University","ror":"https://ror.org/00s7tkw17"},{"id":"https://openalex.org/F4320329863","display_name":"Postdoctoral Innovation Project of Shandong Province","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2981593076.pdf","grobid_xml":"https://content.openalex.org/works/W2981593076.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W2039039627","https://openalex.org/W2114885516","https://openalex.org/W2327182705","https://openalex.org/W2338286326","https://openalex.org/W2548389064","https://openalex.org/W2559793483","https://openalex.org/W2579195240","https://openalex.org/W2779012937","https://openalex.org/W2803048655","https://openalex.org/W2808769300","https://openalex.org/W2871034735","https://openalex.org/W2886258796","https://openalex.org/W2901431037","https://openalex.org/W2915240760","https://openalex.org/W2921642927","https://openalex.org/W2935874290","https://openalex.org/W2940485514","https://openalex.org/W2942613651","https://openalex.org/W2945533318","https://openalex.org/W2946193467","https://openalex.org/W2946223265","https://openalex.org/W2949015516","https://openalex.org/W2949936042","https://openalex.org/W2950997574","https://openalex.org/W2953596346","https://openalex.org/W2953665684","https://openalex.org/W2966038277","https://openalex.org/W2966147845"],"related_works":["https://openalex.org/W2067443264","https://openalex.org/W31566076","https://openalex.org/W4297902562","https://openalex.org/W2741186499","https://openalex.org/W2894173309","https://openalex.org/W4387932263","https://openalex.org/W2098962763","https://openalex.org/W2371065793","https://openalex.org/W2157746493","https://openalex.org/W2969890106"],"abstract_inverted_index":{"The":[0,28],"complexity":[1],"and":[2,51,67,115,129],"variability":[3],"of":[4,39],"wireless":[5],"channels":[6],"makes":[7],"reliable":[8],"mobile":[9,18],"multiuser":[10,19],"communications":[11],"challenging.":[12],"As":[13],"a":[14,72],"consequence,":[15],"research":[16],"on":[17],"communication":[20],"networks":[21],"has":[22],"increased":[23],"significantly":[24],"in":[25],"recent":[26],"years.":[27],"outage":[29],"probability":[30],"(OP)":[31],"is":[32,56,60,85],"commonly":[33],"employed":[34],"to":[35,62,91,121],"evaluate":[36,63],"the":[37,64,69,98,122,132,137,141],"performance":[38,66,82,144],"these":[40],"networks.":[41],"In":[42],"this":[43],"paper,":[44],"exact":[45],"closed-form":[46],"OP":[47,53,65,81,143],"expressions":[48],"are":[49,89],"derived":[50],"an":[52],"prediction":[54,83],"algorithm":[55,84],"presented.":[57],"Monte-Carlo":[58],"simulation":[59],"used":[61,90],"verify":[68],"analysis.":[70],"Then,":[71],"grey":[73],"wolf":[74],"optimization":[75],"back-propagation":[76],"(GWO-BP)":[77],"neural":[78,113,117,124],"network":[79,118],"based":[80],"proposed.":[86],"Theoretical":[87],"results":[88,133],"generate":[92],"training":[93],"data.":[94],"We":[95],"also":[96],"examine":[97],"extreme":[99],"learning":[100],"machine":[101,110],"(ELM),":[102],"locally":[103],"weighted":[104],"linear":[105],"regression":[106],"(LWLR),":[107],"support":[108],"vector":[109],"(SVM),":[111],"BP":[112],"network,":[114,125],"wavelet":[116,123],"methods.":[119],"Compared":[120],"LWLR,":[126],"SVM,":[127],"BP,":[128],"ELM":[130],"methods,":[131],"obtained":[134],"show":[135],"that":[136],"GWO-BP":[138],"method":[139],"provides":[140],"best":[142],"prediction.":[145]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
