{"id":"https://openalex.org/W2911263297","doi":"https://doi.org/10.1109/access.2019.2896134","title":"Power Allocation Schemes Based on Machine Learning for Distributed Antenna Systems","display_name":"Power Allocation Schemes Based on Machine Learning for Distributed Antenna Systems","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2911263297","doi":"https://doi.org/10.1109/access.2019.2896134","mag":"2911263297"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2896134","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2896134","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08629900.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":null,"license_id":null,"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/ielx7/6287639/8600701/08629900.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100761761","display_name":"Ying Liu","orcid":"https://orcid.org/0000-0002-7575-4945"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Liu","raw_affiliation_strings":["College of Information Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085945905","display_name":"Chunlong He","orcid":"https://orcid.org/0000-0003-4316-0672"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunlong He","raw_affiliation_strings":["College of Information Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-4316-0672","affiliations":[{"raw_affiliation_string":"College of Information Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101527539","display_name":"Xingquan Li","orcid":"https://orcid.org/0000-0002-8597-3631"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingquan Li","raw_affiliation_strings":["College of Information Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100383730","display_name":"Ce Zhang","orcid":"https://orcid.org/0000-0002-7122-7603"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ce Zhang","raw_affiliation_strings":["College of Information Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108421121","display_name":"Chun Tian","orcid":null},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chun Tian","raw_affiliation_strings":["College of Information Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I180726961"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.6855,"has_fulltext":true,"cited_by_count":30,"citation_normalized_percentile":{"value":0.90346515,"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":"20577","last_page":"20584"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","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/T10148","display_name":"Advanced MIMO Systems Optimization","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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9994999766349792,"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":0.846350908279419},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.6443450450897217},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5844849348068237},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.5762236714363098},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.4866405427455902},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4510853886604309},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4231995940208435},{"id":"https://openalex.org/keywords/antenna","display_name":"Antenna (radio)","score":0.41595956683158875},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3871833384037018},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3557347059249878},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3495108485221863},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.10946175456047058},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08380809426307678},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07225778698921204}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.846350908279419},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.6443450450897217},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5844849348068237},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.5762236714363098},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.4866405427455902},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4510853886604309},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4231995940208435},{"id":"https://openalex.org/C21822782","wikidata":"https://www.wikidata.org/wiki/Q131214","display_name":"Antenna (radio)","level":2,"score":0.41595956683158875},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3871833384037018},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3557347059249878},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3495108485221863},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.10946175456047058},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08380809426307678},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07225778698921204},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2896134","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2896134","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08629900.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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d2175c587a4c4b3cbb3981ed102fd11f","is_oa":true,"landing_page_url":"https://doaj.org/article/d2175c587a4c4b3cbb3981ed102fd11f","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 20577-20584 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2896134","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2896134","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08629900.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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.9100000262260437}],"awards":[{"id":"https://openalex.org/G2809908082","display_name":null,"funder_award_id":"61601300","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4849009453","display_name":null,"funder_award_id":"JCYJ20160331114526190","funder_id":"https://openalex.org/F4320326705","funder_display_name":"Science, Technology and Innovation Commission of Shenzhen Municipality"},{"id":"https://openalex.org/G6585235097","display_name":null,"funder_award_id":"2017A030313336","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"}],"funders":[{"id":"https://openalex.org/F4320316083","display_name":"Tencent","ror":"https://ror.org/00hhjss72"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null},{"id":"https://openalex.org/F4320325571","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70"},{"id":"https://openalex.org/F4320326705","display_name":"Science, Technology and Innovation Commission of Shenzhen Municipality","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2911263297.pdf","grobid_xml":"https://content.openalex.org/works/W2911263297.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W1967956032","https://openalex.org/W1971192087","https://openalex.org/W2015078646","https://openalex.org/W2022562606","https://openalex.org/W2035073863","https://openalex.org/W2046841365","https://openalex.org/W2068447490","https://openalex.org/W2096171043","https://openalex.org/W2108991453","https://openalex.org/W2115573600","https://openalex.org/W2124129603","https://openalex.org/W2134916061","https://openalex.org/W2142697211","https://openalex.org/W2161108484","https://openalex.org/W2165828254","https://openalex.org/W2170172377","https://openalex.org/W2207534461","https://openalex.org/W2243037802","https://openalex.org/W2259686086","https://openalex.org/W2289460176","https://openalex.org/W2518949622","https://openalex.org/W2548389064","https://openalex.org/W2595184007","https://openalex.org/W2614046929","https://openalex.org/W2782647035","https://openalex.org/W2886757136","https://openalex.org/W2963877475","https://openalex.org/W2963977506","https://openalex.org/W6681319197","https://openalex.org/W6747830407"],"related_works":["https://openalex.org/W2923452570","https://openalex.org/W206598027","https://openalex.org/W2978610750","https://openalex.org/W2022931285","https://openalex.org/W1589966275","https://openalex.org/W2081026739","https://openalex.org/W2086872282","https://openalex.org/W2137789903","https://openalex.org/W2138781885","https://openalex.org/W4315630413"],"abstract_inverted_index":{"In":[0,49],"this":[1,50],"paper,":[2,51],"we":[3],"investigate":[4],"the":[5,9,35,62,77,84,111,120,123],"great":[6],"potential":[7],"of":[8,11,44,64,86,122],"combination":[10],"machine":[12,57],"learning":[13,58],"technology":[14],"and":[15],"wireless":[16],"communications.":[17],"Currently,":[18],"many":[19],"researchers":[20],"have":[21],"proposed":[22],"various":[23],"optimization":[24],"algorithms":[25],"on":[26,83],"resource":[27],"allocation":[28,96],"for":[29,56,61,98],"distributed":[30],"antenna":[31],"systems":[32],"(DASs).":[33],"However,":[34],"existing":[36],"methods":[37],"are":[38],"mostly":[39],"hard":[40],"to":[41,92,119],"implement":[42],"because":[43],"their":[45],"high":[46],"computational":[47,73],"complexity.":[48,74],"a":[52,87,94],"new":[53],"system":[54],"model":[55],"is":[59,67,116],"considered":[60],"scenario":[63],"DAS,":[65],"which":[66,115],"more":[68],"practical":[69],"with":[70],"its":[71],"low":[72],"We":[75],"utilize":[76],"k-nearest":[78],"neighbor":[79],"(k-NN)":[80],"algorithm":[81,107],"based":[82],"database":[85],"traditional":[88,124],"sub-gradient":[89],"iterative":[90],"method":[91],"get":[93],"power":[95,112],"scheme":[97,114],"DAS.":[99],"The":[100],"simulation":[101],"results":[102,121],"show":[103],"that":[104],"our":[105],"k-NN":[106],"can":[108],"also":[109],"obtain":[110],"distribution":[113],"very":[117],"similar":[118],"algorithm.":[125]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}