{"id":"https://openalex.org/W4226271331","doi":"https://doi.org/10.1109/tgcn.2022.3146487","title":"Resource Allocation Using Deep Learning in Mobile Small Cell Networks","display_name":"Resource Allocation Using Deep Learning in Mobile Small Cell Networks","publication_year":2022,"publication_date":"2022-01-27","ids":{"openalex":"https://openalex.org/W4226271331","doi":"https://doi.org/10.1109/tgcn.2022.3146487"},"language":"en","primary_location":{"id":"doi:10.1109/tgcn.2022.3146487","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgcn.2022.3146487","pdf_url":null,"source":{"id":"https://openalex.org/S4210192662","display_name":"IEEE Transactions on Green Communications and Networking","issn_l":"2473-2400","issn":["2473-2400"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Green Communications and Networking","raw_type":"journal-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/A5071596869","display_name":"Saniya Zafar","orcid":"https://orcid.org/0000-0003-1258-5838"},"institutions":[{"id":"https://openalex.org/I197827452","display_name":"Institute of Space Technology","ror":"https://ror.org/01tmmzv45","country_code":"PK","type":"education","lineage":["https://openalex.org/I197827452"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Saniya Zafar","raw_affiliation_strings":["Wireless and Signal Processing Lab, Institute of Space Technology, Islamabad, Pakistan"],"affiliations":[{"raw_affiliation_string":"Wireless and Signal Processing Lab, Institute of Space Technology, Islamabad, Pakistan","institution_ids":["https://openalex.org/I197827452"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022279891","display_name":"Sobia Jangsher","orcid":"https://orcid.org/0000-0002-5444-362X"},"institutions":[{"id":"https://openalex.org/I197827452","display_name":"Institute of Space Technology","ror":"https://ror.org/01tmmzv45","country_code":"PK","type":"education","lineage":["https://openalex.org/I197827452"]},{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE","PK"],"is_corresponding":false,"raw_author_name":"Sobia Jangsher","raw_affiliation_strings":["Wireless and Signal Processing Lab, Institute of Space Technology, Islamabad, Pakistan","Department of Electrical Engineering and Computer Science, Khalifa University, Abu Dhabi, UAE"],"affiliations":[{"raw_affiliation_string":"Wireless and Signal Processing Lab, Institute of Space Technology, Islamabad, Pakistan","institution_ids":["https://openalex.org/I197827452"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Khalifa University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015344651","display_name":"Arafat Al\u2010Dweik","orcid":"https://orcid.org/0000-0002-3487-3438"},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]},{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE","CA"],"is_corresponding":false,"raw_author_name":"Arafat Al-Dweik","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Center for Cyber Physical Systems, Khalifa University, Abu Dhabi, UAE","Department of Electrical and Computer Engineering, Western University, London, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Center for Cyber Physical Systems, Khalifa University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Western University, London, ON, Canada","institution_ids":["https://openalex.org/I125749732"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5071596869"],"corresponding_institution_ids":["https://openalex.org/I197827452"],"apc_list":null,"apc_paid":null,"fwci":1.0063,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.74038027,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"6","issue":"3","first_page":"1903","last_page":"1915"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems 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/T10148","display_name":"Advanced MIMO Systems 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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","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"}},{"id":"https://openalex.org/T12079","display_name":"IoT Networks and Protocols","score":0.9980000257492065,"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":0.70936119556427},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.6044850945472717},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.6018148064613342},{"id":"https://openalex.org/keywords/global-positioning-system","display_name":"Global Positioning System","score":0.5660260319709778},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.5243592262268066},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.4765651524066925},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.46492886543273926},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4626636505126953},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.43566468358039856},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.368632972240448},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.22064748406410217},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.18403947353363037},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11220413446426392},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09468483924865723}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.70936119556427},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.6044850945472717},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.6018148064613342},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.5660260319709778},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.5243592262268066},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.4765651524066925},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.46492886543273926},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4626636505126953},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.43566468358039856},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.368632972240448},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.22064748406410217},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.18403947353363037},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11220413446426392},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09468483924865723},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgcn.2022.3146487","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgcn.2022.3146487","pdf_url":null,"source":{"id":"https://openalex.org/S4210192662","display_name":"IEEE Transactions on Green Communications and Networking","issn_l":"2473-2400","issn":["2473-2400"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Green Communications and Networking","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1485009520","https://openalex.org/W1840372910","https://openalex.org/W1974811277","https://openalex.org/W2009498857","https://openalex.org/W2011039300","https://openalex.org/W2039583458","https://openalex.org/W2143553410","https://openalex.org/W2158190269","https://openalex.org/W2161832128","https://openalex.org/W2292017587","https://openalex.org/W2416726511","https://openalex.org/W2559463322","https://openalex.org/W2559655401","https://openalex.org/W2593507748","https://openalex.org/W2762605243","https://openalex.org/W2883185792","https://openalex.org/W2908564251","https://openalex.org/W2913839826","https://openalex.org/W2920054549","https://openalex.org/W2942169676","https://openalex.org/W2950926719","https://openalex.org/W2960833983","https://openalex.org/W2965318628","https://openalex.org/W2966998495","https://openalex.org/W2968424451","https://openalex.org/W2968782695","https://openalex.org/W2969482782","https://openalex.org/W2974603277","https://openalex.org/W2979576861","https://openalex.org/W2989693566","https://openalex.org/W2989855450","https://openalex.org/W2997677787","https://openalex.org/W2998578058","https://openalex.org/W2998622473","https://openalex.org/W3006865877","https://openalex.org/W3035218782","https://openalex.org/W3092140947","https://openalex.org/W3102711066","https://openalex.org/W3118368083","https://openalex.org/W3176565480"],"related_works":["https://openalex.org/W3162200841","https://openalex.org/W2586280620","https://openalex.org/W2805505483","https://openalex.org/W253106158","https://openalex.org/W2384744344","https://openalex.org/W1799694159","https://openalex.org/W2393169196","https://openalex.org/W2366610330","https://openalex.org/W1550496571","https://openalex.org/W3021755553"],"abstract_inverted_index":{"This":[0],"work":[1],"proposes":[2],"a":[3,25],"position-dependent":[4,81],"deep":[5],"learning":[6,103],"(DL)-based":[7],"algorithm":[8,23,71,99,113],"that":[9,32,96],"enables":[10],"interference":[11,52],"free":[12,53],"resource":[13,54],"allocation":[14,57],"(RA)":[15],"among":[16],"mobile":[17],"small":[18],"cells":[19],"(mScs).":[20],"The":[21,41,66,84,157],"proposed":[22,98,111,158],"considers":[24],"vehicular":[26],"environment":[27],"comprising":[28],"of":[29,44],"city":[30,38],"buses":[31,39,47],"generates":[33],"historic":[34,64,82],"data":[35,59,132],"about":[36],"the":[37,45,62,97,110,154],"positions.":[40],"position":[42],"information":[43],"moving":[46],"is":[48,72,160],"exploited":[49],"to":[50,61,119,136],"form":[51],"block":[55],"(RB)":[56],"as":[58,134],"labels":[60],"respective":[63],"data.":[65,83],"long":[67],"short-term":[68],"memory":[69],"(LSTM)":[70],"used":[73],"for":[74],"RA":[75,107,112,120,151],"in":[76,164],"mSc":[77,92],"network":[78,93],"based":[79],"on":[80],"numerical":[85],"results":[86,116],"obtained":[87],"under":[88],"non-dense":[89],"and":[90,105,144,168],"dense":[91],"scenarios":[94],"reveal":[95],"outperforms":[100],"other":[101],"machine":[102],"(ML)":[104],"DL-based":[106],"mechanisms.":[108],"Moreover,":[109],"shows":[114],"improved":[115],"when":[117],"compared":[118,135],"using":[121],"Global":[122],"Positioning":[123],"System":[124],"Dependent":[125,140,147],"Interference":[126,141,148],"Graph":[127,142,149],"(GPS-DIG),":[128],"but":[129],"provides":[130],"less":[131,162],"rates":[133],"existing":[137],"Time":[138],"Interval":[139],"(TIDIG)-based,":[143],"Threshold":[145],"Percentage":[146],"(TPDIG)-based":[150],"while":[152],"fulfilling":[153],"users\u2019":[155],"demands.":[156],"scheme":[159],"computationally":[161],"expensive":[163],"comparison":[165],"with":[166],"TIDIG":[167],"TPDIG-based":[169],"algorithms.":[170]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}