{"id":"https://openalex.org/W2793182955","doi":"https://doi.org/10.1109/icc.2018.8422864","title":"A Machine Learning Approach for Power Allocation in HetNets Considering QoS","display_name":"A Machine Learning Approach for Power Allocation in HetNets Considering QoS","publication_year":2018,"publication_date":"2018-05-01","ids":{"openalex":"https://openalex.org/W2793182955","doi":"https://doi.org/10.1109/icc.2018.8422864","mag":"2793182955"},"language":"en","primary_location":{"id":"doi:10.1109/icc.2018.8422864","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc.2018.8422864","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Communications (ICC)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1803.06760","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047538505","display_name":"Roohollah Amiri","orcid":"https://orcid.org/0000-0002-6373-121X"},"institutions":[{"id":"https://openalex.org/I120156002","display_name":"Boise State University","ror":"https://ror.org/02e3zdp86","country_code":"US","type":"education","lineage":["https://openalex.org/I120156002"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Roohollah Amiri","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Boise State University, Idaho, USA","[Dept. of Electr. & Comput. Eng., Boise State Univ., Boise, ID, USA]"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Boise State University, Idaho, USA","institution_ids":["https://openalex.org/I120156002"]},{"raw_affiliation_string":"[Dept. of Electr. & Comput. Eng., Boise State Univ., Boise, ID, USA]","institution_ids":["https://openalex.org/I120156002"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069955987","display_name":"Hani Mehrpouyan","orcid":null},"institutions":[{"id":"https://openalex.org/I120156002","display_name":"Boise State University","ror":"https://ror.org/02e3zdp86","country_code":"US","type":"education","lineage":["https://openalex.org/I120156002"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hani Mehrpouyan","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Boise State University, Idaho, USA","[Dept. of Electr. & Comput. Eng., Boise State Univ., Boise, ID, USA]"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Boise State University, Idaho, USA","institution_ids":["https://openalex.org/I120156002"]},{"raw_affiliation_string":"[Dept. of Electr. & Comput. Eng., Boise State Univ., Boise, ID, USA]","institution_ids":["https://openalex.org/I120156002"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109009001","display_name":"Lex Fridman","orcid":null},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lex Fridman","raw_affiliation_strings":["Massachusetts Institute of Technology, Cambridge, MA, USA","Massachusetts Institute of Technology Cambridge, MA USA"],"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"Massachusetts Institute of Technology Cambridge, MA USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041985939","display_name":"Ranjan K. Mallik","orcid":"https://orcid.org/0000-0002-0210-5282"},"institutions":[{"id":"https://openalex.org/I68891433","display_name":"Indian Institute of Technology Delhi","ror":"https://ror.org/049tgcd06","country_code":"IN","type":"education","lineage":["https://openalex.org/I68891433"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ranjan K. Mallik","raw_affiliation_strings":["Department of Electrical Engineering, Indian Institute of Technology, Delhi, India","Dept. of Electr. Eng., Indian Inst. of Technol. - Delhi, Delhi, India"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Indian Institute of Technology, Delhi, India","institution_ids":["https://openalex.org/I68891433"]},{"raw_affiliation_string":"Dept. of Electr. Eng., Indian Inst. of Technol. - Delhi, Delhi, India","institution_ids":["https://openalex.org/I68891433"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002265731","display_name":"Arumugam Nallanathan","orcid":"https://orcid.org/0000-0001-8337-5884"},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]},{"id":"https://openalex.org/I4210153400","display_name":"King's College Hospital","ror":"https://ror.org/044nptt90","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210111135","https://openalex.org/I4210153400"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Arumugam Nallanathan","raw_affiliation_strings":["Division of Engineering, Kings College London, London, United Kingdom","Div. of Eng., Kings Coll. London, London, UK"],"affiliations":[{"raw_affiliation_string":"Division of Engineering, Kings College London, London, United Kingdom","institution_ids":["https://openalex.org/I183935753"]},{"raw_affiliation_string":"Div. of Eng., Kings Coll. London, London, UK","institution_ids":["https://openalex.org/I4210153400"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063738915","display_name":"David W. Matolak","orcid":"https://orcid.org/0000-0002-7469-4864"},"institutions":[{"id":"https://openalex.org/I155781252","display_name":"University of South Carolina","ror":"https://ror.org/02b6qw903","country_code":"US","type":"education","lineage":["https://openalex.org/I155781252"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Matolak","raw_affiliation_strings":["Department of Electrical Engineering, University of South Carolina, Columbia, USA","[Dept. of Electr. Eng., Univ. of South Carolina, Columbia, SC, USA]"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, University of South Carolina, Columbia, USA","institution_ids":["https://openalex.org/I155781252"]},{"raw_affiliation_string":"[Dept. of Electr. Eng., Univ. of South Carolina, Columbia, SC, USA]","institution_ids":["https://openalex.org/I155781252"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5047538505"],"corresponding_institution_ids":["https://openalex.org/I120156002"],"apc_list":null,"apc_paid":null,"fwci":1.3041,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.81041019,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"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":0.9994000196456909,"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":0.9987999796867371,"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/femtocell","display_name":"Femtocell","score":0.8847935199737549},{"id":"https://openalex.org/keywords/heterogeneous-network","display_name":"Heterogeneous network","score":0.767602264881134},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7579507827758789},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.6824162602424622},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.6600448489189148},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5990273356437683},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.5636209845542908},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.5320894122123718},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.5188782811164856},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5052548050880432},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.49715378880500793},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.35430020093917847},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10702016949653625}],"concepts":[{"id":"https://openalex.org/C152504517","wikidata":"https://www.wikidata.org/wiki/Q572455","display_name":"Femtocell","level":3,"score":0.8847935199737549},{"id":"https://openalex.org/C158207573","wikidata":"https://www.wikidata.org/wiki/Q5747224","display_name":"Heterogeneous network","level":4,"score":0.767602264881134},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7579507827758789},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.6824162602424622},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.6600448489189148},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5990273356437683},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.5636209845542908},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.5320894122123718},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.5188782811164856},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5052548050880432},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.49715378880500793},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.35430020093917847},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10702016949653625},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/icc.2018.8422864","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc.2018.8422864","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Communications (ICC)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1803.06760","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1803.06760","pdf_url":"https://arxiv.org/pdf/1803.06760","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},{"id":"pmh:oai:scholarworks.boisestate.edu:electrical_facpubs-1402","is_oa":true,"landing_page_url":"https://scholarworks.boisestate.edu/electrical_facpubs/401","pdf_url":"https://scholarworks.boisestate.edu/electrical_facpubs/401","source":{"id":"https://openalex.org/S4377196366","display_name":"Scholar Works  (Boise State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I120156002","host_organization_name":"Boise State University","host_organization_lineage":["https://openalex.org/I120156002"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Electrical and Computer Engineering Faculty Publications and Presentations","raw_type":"text"},{"id":"mag:2793182955","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1803.06760.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1803.06760","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1803.06760","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1803.06760","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1803.06760","pdf_url":"https://arxiv.org/pdf/1803.06760","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W32403112","https://openalex.org/W145683767","https://openalex.org/W1630733292","https://openalex.org/W1641379095","https://openalex.org/W1787677237","https://openalex.org/W2006836028","https://openalex.org/W2016965498","https://openalex.org/W2024111402","https://openalex.org/W2033775444","https://openalex.org/W2034675976","https://openalex.org/W2039599843","https://openalex.org/W2046679951","https://openalex.org/W2095989982","https://openalex.org/W2099618002","https://openalex.org/W2099913025","https://openalex.org/W2109604058","https://openalex.org/W2118157880","https://openalex.org/W2154269462","https://openalex.org/W2165463505","https://openalex.org/W2254705619","https://openalex.org/W2586188710","https://openalex.org/W6605931547","https://openalex.org/W6636933019","https://openalex.org/W6637033378","https://openalex.org/W6653830311","https://openalex.org/W6678494045"],"related_works":["https://openalex.org/W3013214640","https://openalex.org/W2029595199","https://openalex.org/W2967959654","https://openalex.org/W2259701855","https://openalex.org/W2950750553","https://openalex.org/W1740459729","https://openalex.org/W2609167834","https://openalex.org/W2358354491","https://openalex.org/W2290133130","https://openalex.org/W2565450327","https://openalex.org/W2889196893","https://openalex.org/W2951000403","https://openalex.org/W2758805612","https://openalex.org/W2743894311","https://openalex.org/W2561892777","https://openalex.org/W2564765752","https://openalex.org/W1493907631","https://openalex.org/W2182099804","https://openalex.org/W2918768079","https://openalex.org/W2953606886"],"abstract_inverted_index":{"There":[0],"is":[1,31,41,115],"an":[2,72,110,128],"increase":[3,171],"in":[4,36,100,154,172],"usage":[5],"of":[6,16,53,61,69,135,146,175],"smaller":[7],"cells":[8,30],"or":[9],"femtocells":[10,27,70,177],"to":[11,28,77,85,94,131,182],"improve":[12],"performance":[13,34],"and":[14,74,152],"coverage":[15],"next-generation":[17],"heterogeneous":[18],"wireless":[19],"networks":[20],"(HetNets).":[21],"However,":[22,49],"the":[23,51,54,59,96,133,140,144,155,162,173],"interference":[24,40],"caused":[25],"by":[26],"neighboring":[29],"a":[32,87,112,118,136,169],"limiting":[33],"factor":[35],"dense":[37],"HetNets.":[38],"This":[39],"being":[42],"managed":[43],"via":[44],"distributed":[45],"resource":[46,63,97,184],"allocation":[47,64,98,185],"methods.":[48,65],"as":[50,109,117,127],"density":[52],"network":[55,114],"increases":[56],"so":[57],"does":[58],"complexity":[60],"such":[62,101],"Yet,":[66],"unplanned":[67],"deployment":[68],"requires":[71],"adaptable":[73],"self-organizing":[75],"algorithm":[76],"make":[78],"HetNets":[79],"viable.":[80],"As":[81],"such,":[82],"we":[83],"propose":[84],"use":[86],"machine":[88],"learning":[89],"approach":[90,130,142,164],"based":[91],"on":[92],"Q-learning":[93,123,181],"solve":[95],"problem":[99],"complex":[102],"networks.":[103],"By":[104],"defining":[105],"each":[106,150],"base":[107],"station":[108],"agent,":[111],"cellular":[113],"modeled":[116],"multi-agent":[119,137],"network.":[120,138,156],"Subsequently,":[121],"cooperative":[122,180],"can":[124,165],"be":[125],"applied":[126],"efficient":[129],"manage":[132],"resources":[134],"Furthermore,":[139],"proposed":[141,163],"considers":[143],"quality":[145],"service":[147],"(QoS)":[148],"for":[149],"user":[151],"fairness":[153],"In":[157],"comparison":[158],"with":[159],"prior":[160],"work,":[161],"bring":[166],"more":[167],"than":[168],"four-fold":[170],"number":[174],"supported":[176],"while":[178],"using":[179],"reduce":[183],"overhead.":[186]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}