{"id":"https://openalex.org/W2027510795","doi":"https://doi.org/10.1109/iscc.2014.6912599","title":"Multi-parameter Q-Learning for downlink Inter-Cell Interference Coordination in LTE SON","display_name":"Multi-parameter Q-Learning for downlink Inter-Cell Interference Coordination in LTE SON","publication_year":2014,"publication_date":"2014-06-01","ids":{"openalex":"https://openalex.org/W2027510795","doi":"https://doi.org/10.1109/iscc.2014.6912599","mag":"2027510795"},"language":"en","primary_location":{"id":"doi:10.1109/iscc.2014.6912599","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscc.2014.6912599","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Symposium on Computers and Communications (ISCC)","raw_type":"proceedings-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/A5065234946","display_name":"Usama Sallakh","orcid":null},"institutions":[{"id":"https://openalex.org/I119449181","display_name":"Technische Universit\u00e4t Ilmenau","ror":"https://ror.org/01weqhp73","country_code":"DE","type":"education","lineage":["https://openalex.org/I119449181"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Usama Sallakh","raw_affiliation_strings":["Integrated Communications Systems, Techniche Universit\u00e4t Ilmenau","Integrated Communications Systems, Techniche Universit\u00e4t Ilmenau, Germany"],"affiliations":[{"raw_affiliation_string":"Integrated Communications Systems, Techniche Universit\u00e4t Ilmenau","institution_ids":["https://openalex.org/I119449181"]},{"raw_affiliation_string":"Integrated Communications Systems, Techniche Universit\u00e4t Ilmenau, Germany","institution_ids":["https://openalex.org/I119449181"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023621887","display_name":"Stephen S. Mwanje","orcid":"https://orcid.org/0000-0001-5836-5668"},"institutions":[{"id":"https://openalex.org/I119449181","display_name":"Technische Universit\u00e4t Ilmenau","ror":"https://ror.org/01weqhp73","country_code":"DE","type":"education","lineage":["https://openalex.org/I119449181"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stephen S. Mwanje","raw_affiliation_strings":["Integrated Communications Systems, Techniche Universit\u00e4t Ilmenau","Integrated Communications Systems, Techniche Universit\u00e4t Ilmenau, Germany"],"affiliations":[{"raw_affiliation_string":"Integrated Communications Systems, Techniche Universit\u00e4t Ilmenau","institution_ids":["https://openalex.org/I119449181"]},{"raw_affiliation_string":"Integrated Communications Systems, Techniche Universit\u00e4t Ilmenau, Germany","institution_ids":["https://openalex.org/I119449181"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067157934","display_name":"Andreas Mitschele\u2010Thiel","orcid":"https://orcid.org/0000-0002-7956-5228"},"institutions":[{"id":"https://openalex.org/I119449181","display_name":"Technische Universit\u00e4t Ilmenau","ror":"https://ror.org/01weqhp73","country_code":"DE","type":"education","lineage":["https://openalex.org/I119449181"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas Mitschele-Thiel","raw_affiliation_strings":["Integrated Communications Systems, Techniche Universit\u00e4t Ilmenau","Integrated Communications Systems, Techniche Universit\u00e4t Ilmenau, Germany"],"affiliations":[{"raw_affiliation_string":"Integrated Communications Systems, Techniche Universit\u00e4t Ilmenau","institution_ids":["https://openalex.org/I119449181"]},{"raw_affiliation_string":"Integrated Communications Systems, Techniche Universit\u00e4t Ilmenau, Germany","institution_ids":["https://openalex.org/I119449181"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5065234946"],"corresponding_institution_ids":["https://openalex.org/I119449181"],"apc_list":null,"apc_paid":null,"fwci":1.256,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.82288985,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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":0.9998000264167786,"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/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9997000098228455,"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/telecommunications-link","display_name":"Telecommunications link","score":0.8064391613006592},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.7234607934951782},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6323122978210449},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.608974039554596},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.5375342965126038},{"id":"https://openalex.org/keywords/lte-advanced","display_name":"LTE Advanced","score":0.5329371690750122},{"id":"https://openalex.org/keywords/signal-to-noise-ratio","display_name":"Signal-to-noise ratio (imaging)","score":0.5031546950340271},{"id":"https://openalex.org/keywords/power-control","display_name":"Power control","score":0.49475640058517456},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.48496246337890625},{"id":"https://openalex.org/keywords/degradation","display_name":"Degradation (telecommunications)","score":0.4716571867465973},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.41749387979507446},{"id":"https://openalex.org/keywords/single-antenna-interference-cancellation","display_name":"Single antenna interference cancellation","score":0.4169846773147583},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.38815951347351074},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.37981343269348145},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2920819818973541},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23303037881851196},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.1340864896774292},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.10198083519935608},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.05754706263542175}],"concepts":[{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.8064391613006592},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.7234607934951782},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6323122978210449},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.608974039554596},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.5375342965126038},{"id":"https://openalex.org/C17652562","wikidata":"https://www.wikidata.org/wiki/Q1345402","display_name":"LTE Advanced","level":3,"score":0.5329371690750122},{"id":"https://openalex.org/C13944312","wikidata":"https://www.wikidata.org/wiki/Q7512748","display_name":"Signal-to-noise ratio (imaging)","level":2,"score":0.5031546950340271},{"id":"https://openalex.org/C56685638","wikidata":"https://www.wikidata.org/wiki/Q2300474","display_name":"Power control","level":3,"score":0.49475640058517456},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.48496246337890625},{"id":"https://openalex.org/C2779679103","wikidata":"https://www.wikidata.org/wiki/Q5251805","display_name":"Degradation (telecommunications)","level":2,"score":0.4716571867465973},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.41749387979507446},{"id":"https://openalex.org/C83204339","wikidata":"https://www.wikidata.org/wiki/Q7523915","display_name":"Single antenna interference cancellation","level":3,"score":0.4169846773147583},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.38815951347351074},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.37981343269348145},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2920819818973541},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23303037881851196},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.1340864896774292},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10198083519935608},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.05754706263542175},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscc.2014.6912599","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscc.2014.6912599","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Symposium on Computers and Communications (ISCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1600787307","https://openalex.org/W1964466761","https://openalex.org/W2121308898","https://openalex.org/W2147406501","https://openalex.org/W2151244733","https://openalex.org/W2169949302","https://openalex.org/W6682425301"],"related_works":["https://openalex.org/W2370038111","https://openalex.org/W2806013832","https://openalex.org/W2395708164","https://openalex.org/W2115199292","https://openalex.org/W2391952834","https://openalex.org/W1601261305","https://openalex.org/W1984551944","https://openalex.org/W2019012533","https://openalex.org/W2166436816","https://openalex.org/W1763182976"],"abstract_inverted_index":{"Inter-Cell":[0],"Interference":[1,102],"(ICI)":[2],"is":[3],"considered":[4],"as":[5,74],"the":[6,19,32,56,64,69,80,109,112],"main":[7],"reason":[8],"for":[9,16,53,59],"throughput":[10],"degradation":[11],"in":[12,31,94,97,111],"cellular":[13],"systems,":[14],"especially":[15],"users":[17],"at":[18],"cell":[20,55],"edges.":[21],"To":[22],"mitigate":[23],"ICI,":[24],"ICI":[25],"Coordination":[26],"(ICIC)":[27],"has":[28],"been":[29],"proposed":[30],"context":[33],"of":[34,99],"Self":[35],"Organization":[36],"Networks":[37],"(SON).":[38],"In":[39],"this":[40],"paper,":[41],"we":[42],"present":[43],"a":[44],"Qlearning":[45],"based":[46],"ICIC":[47],"algorithm,":[48],"called":[49],"Q-ICIC":[50,90],"that":[51,89],"learns":[52],"each":[54],"best":[57],"configuration":[58],"two":[60],"control":[61],"parameters":[62],"-":[63],"sub-band":[65],"power":[66],"factor":[67],"and":[68,87],"edge-to-center":[70],"boundary":[71],"(ECB)":[72],"so":[73],"to":[75,101],"minimize":[76],"ICI.":[77],"We":[78],"validate":[79],"algorithm":[81],"with":[82],"LTE":[83],"system":[84,95],"level":[85],"simulations":[86],"show":[88],"achieves":[91],"considerable":[92],"improvement":[93],"performance":[96],"terms":[98],"Signal":[100],"plus":[103],"Noise":[104],"Ratio":[105],"(SINR),":[106],"without":[107],"compromising":[108],"coverage":[110],"cells.":[113]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
