{"id":"https://openalex.org/W2058363891","doi":"https://doi.org/10.3233/mis-130177","title":"RLAM: A Dynamic and Efficient Reinforcement Learning-Based Adaptive Mapping Scheme in Mobile WiMAX Networks","display_name":"RLAM: A Dynamic and Efficient Reinforcement Learning-Based Adaptive Mapping Scheme in Mobile WiMAX Networks","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2058363891","doi":"https://doi.org/10.3233/mis-130177","mag":"2058363891"},"language":"en","primary_location":{"id":"pmh:oai:doaj.org/article:5ceeb020006542d3b91d5dae461391cd","is_oa":true,"landing_page_url":"https://doaj.org/article/5ceeb020006542d3b91d5dae461391cd","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":"Mobile Information Systems, Vol 10, Iss 2, Pp 173-196 (2014)","raw_type":"article"},"type":"article","indexed_in":["doaj"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doaj.org/article/5ceeb020006542d3b91d5dae461391cd","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039269402","display_name":"Malamati Louta","orcid":"https://orcid.org/0009-0005-2283-7383"},"institutions":[{"id":"https://openalex.org/I89506807","display_name":"University of Western Macedonia","ror":"https://ror.org/00a5pe906","country_code":"GR","type":"education","lineage":["https://openalex.org/I89506807"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"M. Louta","raw_affiliation_strings":["Department of Informatics and Telecommunications Engineering, University of Western Macedonia, Kozani, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics and Telecommunications Engineering, University of Western Macedonia, Kozani, Greece","institution_ids":["https://openalex.org/I89506807"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050756789","display_name":"Panagiotis Sarigiannidis","orcid":"https://orcid.org/0000-0001-6042-0355"},"institutions":[{"id":"https://openalex.org/I89506807","display_name":"University of Western Macedonia","ror":"https://ror.org/00a5pe906","country_code":"GR","type":"education","lineage":["https://openalex.org/I89506807"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"P. Sarigiannidis","raw_affiliation_strings":["Department of Informatics and Telecommunications Engineering, University of Western Macedonia, Kozani, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics and Telecommunications Engineering, University of Western Macedonia, Kozani, Greece","institution_ids":["https://openalex.org/I89506807"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032787307","display_name":"Sudip Misra","orcid":"https://orcid.org/0000-0002-2467-6414"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. Misra","raw_affiliation_strings":["School of Information Technology, Indian Institute of Technology, Kharagpur, West Bengal, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technology, Indian Institute of Technology, Kharagpur, West Bengal, India","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022917090","display_name":"Petros Nicopolitidis","orcid":"https://orcid.org/0000-0002-5059-3145"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"P. Nicopolitidis","raw_affiliation_strings":["Department of Informatics, Aristotle University of Thessaloniki, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics, Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031247331","display_name":"G.I. Papadimitriou","orcid":"https://orcid.org/0000-0001-9529-9380"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"G. Papadimitriou","raw_affiliation_strings":["Department of Informatics, Aristotle University of Thessaloniki, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics, Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4144,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.67907913,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11409","display_name":"Advanced Wireless Network 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"}},"topics":[{"id":"https://openalex.org/T11409","display_name":"Advanced Wireless Network 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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9998000264167786,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9988999962806702,"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":0.806502640247345},{"id":"https://openalex.org/keywords/wimax","display_name":"WiMAX","score":0.806381344795227},{"id":"https://openalex.org/keywords/telecommunications-link","display_name":"Telecommunications link","score":0.720400333404541},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.7023885250091553},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.6173202395439148},{"id":"https://openalex.org/keywords/orthogonal-frequency-division-multiple-access","display_name":"Orthogonal frequency-division multiple access","score":0.5400719046592712},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.5004959106445312},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.49615129828453064},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.46703076362609863},{"id":"https://openalex.org/keywords/q-learning","display_name":"Q-learning","score":0.44368964433670044},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.41702014207839966},{"id":"https://openalex.org/keywords/orthogonal-frequency-division-multiplexing","display_name":"Orthogonal frequency-division multiplexing","score":0.3857666850090027},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.35845571756362915},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.2725431025028229},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.15981373190879822},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12146809697151184},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.11778998374938965},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1083548367023468}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.806502640247345},{"id":"https://openalex.org/C113950482","wikidata":"https://www.wikidata.org/wiki/Q133973","display_name":"WiMAX","level":3,"score":0.806381344795227},{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.720400333404541},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7023885250091553},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.6173202395439148},{"id":"https://openalex.org/C2775907427","wikidata":"https://www.wikidata.org/wiki/Q2697649","display_name":"Orthogonal frequency-division multiple access","level":4,"score":0.5400719046592712},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.5004959106445312},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.49615129828453064},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.46703076362609863},{"id":"https://openalex.org/C188116033","wikidata":"https://www.wikidata.org/wiki/Q2664563","display_name":"Q-learning","level":3,"score":0.44368964433670044},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.41702014207839966},{"id":"https://openalex.org/C40409654","wikidata":"https://www.wikidata.org/wiki/Q375889","display_name":"Orthogonal frequency-division multiplexing","level":3,"score":0.3857666850090027},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.35845571756362915},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.2725431025028229},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.15981373190879822},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12146809697151184},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.11778998374938965},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1083548367023468},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:doaj.org/article:5ceeb020006542d3b91d5dae461391cd","is_oa":true,"landing_page_url":"https://doaj.org/article/5ceeb020006542d3b91d5dae461391cd","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":"Mobile Information Systems, Vol 10, Iss 2, Pp 173-196 (2014)","raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:doaj.org/article:5ceeb020006542d3b91d5dae461391cd","is_oa":true,"landing_page_url":"https://doaj.org/article/5ceeb020006542d3b91d5dae461391cd","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":"Mobile Information Systems, Vol 10, Iss 2, Pp 173-196 (2014)","raw_type":"article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W63075781","https://openalex.org/W582885294","https://openalex.org/W1515851193","https://openalex.org/W1547164753","https://openalex.org/W1744066162","https://openalex.org/W1903010842","https://openalex.org/W1996848183","https://openalex.org/W2021905419","https://openalex.org/W2034716115","https://openalex.org/W2052819931","https://openalex.org/W2053475355","https://openalex.org/W2060992667","https://openalex.org/W2063710579","https://openalex.org/W2065888695","https://openalex.org/W2073280876","https://openalex.org/W2105696774","https://openalex.org/W2114728016","https://openalex.org/W2119942913","https://openalex.org/W2120263283","https://openalex.org/W2121863487","https://openalex.org/W2123117904","https://openalex.org/W2125596028","https://openalex.org/W2126380843","https://openalex.org/W2137680104","https://openalex.org/W2138839868","https://openalex.org/W2147396420","https://openalex.org/W2147458575","https://openalex.org/W2155837035","https://openalex.org/W2159630038","https://openalex.org/W2166119771","https://openalex.org/W2167024399","https://openalex.org/W2168250161","https://openalex.org/W3144043379"],"related_works":["https://openalex.org/W2330869533","https://openalex.org/W2119284786","https://openalex.org/W1978259459","https://openalex.org/W2092655137","https://openalex.org/W2092485815","https://openalex.org/W2114563859","https://openalex.org/W1993250107","https://openalex.org/W2312446410","https://openalex.org/W2050584875","https://openalex.org/W2482479533","https://openalex.org/W2139728687","https://openalex.org/W2012526992","https://openalex.org/W1891988930","https://openalex.org/W194959942","https://openalex.org/W2068463488","https://openalex.org/W2474457306","https://openalex.org/W2029436223","https://openalex.org/W2040841486","https://openalex.org/W2009036937","https://openalex.org/W2996766934"],"abstract_inverted_index":{"WiMAX":[0,82],"(Worldwide":[1],"Interoperability":[2],"for":[3],"Microwave":[4],"Access)":[5],"constitutes":[6],"a":[7,58,89,114,181],"candidate":[8],"networking":[9],"technology":[10],"towards":[11],"the":[12,18,26,62,66,70,79,99,110,121,127,136,146,155],"4G":[13],"vision":[14],"realization.":[15],"By":[16],"adopting":[17],"Orthogonal":[19],"Frequency":[20],"Division":[21],"Multiple":[22],"Access":[23],"(OFDMA)":[24],"technique,":[25],"latest":[27],"IEEE":[28],"802.16x":[29],"amendments":[30],"manage":[31],"to":[32,76,107,154,165,176],"provide":[33],"QoS-aware":[34],"access":[35],"services":[36],"with":[37,152],"full":[38],"mobility":[39],"support.":[40],"A":[41],"number":[42],"of":[43,61,69,187],"interesting":[44],"scheduling":[45],"and":[46,87,123,172,190],"mapping":[47],"schemes":[48,178],"have":[49],"been":[50],"proposed":[51,105,138],"in":[52,126,140,185],"research":[53],"literature.":[54],"However,":[55],"they":[56],"neglect":[57],"considerable":[59],"asset":[60],"OFDMA-based":[63],"wireless":[64],"systems:":[65],"dynamic":[67],"adjustment":[68],"downlink-to-uplink":[71],"width":[72],"ratio.":[73],"In":[74],"order":[75],"fully":[77],"exploit":[78],"supported":[80],"mobile":[81],"features,":[83],"we":[84],"design,":[85],"develop,":[86],"evaluate":[88],"rigorous":[90],"adaptive":[91],"model,":[92],"which":[93],"inherits":[94],"its":[95],"main":[96],"aspects":[97],"from":[98],"reinforcement":[100],"learning":[101,167,170],"field.":[102],"The":[103],"model":[104,137],"endeavours":[106],"efficiently":[108],"determine":[109],"downlink-to-uplinkwidth":[111],"ratio,":[112],"on":[113],"frame-by-frame":[115],"basis,":[116],"taking":[117],"into":[118],"account":[119],"both":[120],"downlink":[122],"uplink":[124],"traffic":[125],"Base":[128],"Station":[129],"(BS).":[130],"Extensive":[131],"evaluation":[132],"results":[133],"indicate":[134],"that":[135,179],"succeeds":[139],"providing":[141],"quite":[142],"accurate":[143],"estimations,":[144],"keeping":[145],"average":[147],"error":[148],"rate":[149],"below":[150],"15%":[151],"respect":[153],"optimal":[156],"sub-frame":[157],"configurations.":[158],"Additionally,":[159],"it":[160],"presents":[161],"improved":[162],"performance":[163],"compared":[164,175],"other":[166],"methods":[168],"(e.g.,":[169],"automata)":[171],"notable":[173],"improvements":[174],"static":[177],"maintain":[180],"fixed":[182],"predefined":[183],"ratio":[184,189],"terms":[186],"service":[188],"resource":[191],"utilization.":[192]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-05-06T06:03:25.996018","created_date":"2025-10-10T00:00:00"}
