{"id":"https://openalex.org/W3206229484","doi":"https://doi.org/10.1109/jiot.2021.3119336","title":"Deep-Learning-Based Concurrent Resource Allocation Method for Improving the Service Response of 6G Network-in-Box Users in UAV","display_name":"Deep-Learning-Based Concurrent Resource Allocation Method for Improving the Service Response of 6G Network-in-Box Users in UAV","publication_year":2021,"publication_date":"2021-10-13","ids":{"openalex":"https://openalex.org/W3206229484","doi":"https://doi.org/10.1109/jiot.2021.3119336","mag":"3206229484"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2021.3119336","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2021.3119336","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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/A5102882423","display_name":"Gunasekaran Manogaran","orcid":null},"institutions":[{"id":"https://openalex.org/I137853757","display_name":"Howard University","ror":"https://ror.org/05gt1vc06","country_code":"US","type":"education","lineage":["https://openalex.org/I137853757"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gunasekaran Manogaran","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, College of Engineering and Architecture, Howard University, Washington, DC, USA"],"raw_orcid":"https://orcid.org/0000-0002-9534-373X","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, College of Engineering and Architecture, Howard University, Washington, DC, USA","institution_ids":["https://openalex.org/I137853757"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006257834","display_name":"Jo\u00ebd Ngangmeni","orcid":"https://orcid.org/0009-0004-6130-0530"},"institutions":[{"id":"https://openalex.org/I137853757","display_name":"Howard University","ror":"https://ror.org/05gt1vc06","country_code":"US","type":"education","lineage":["https://openalex.org/I137853757"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joed Ngangmeni","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, College of Engineering and Architecture, Howard University, Washington, DC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, College of Engineering and Architecture, Howard University, Washington, DC, USA","institution_ids":["https://openalex.org/I137853757"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101996700","display_name":"Justin Stewart","orcid":"https://orcid.org/0000-0002-7944-5533"},"institutions":[{"id":"https://openalex.org/I137853757","display_name":"Howard University","ror":"https://ror.org/05gt1vc06","country_code":"US","type":"education","lineage":["https://openalex.org/I137853757"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Justin Stewart","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, College of Engineering and Architecture, Howard University, Washington, DC, USA"],"raw_orcid":"https://orcid.org/0000-0002-7944-5533","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, College of Engineering and Architecture, Howard University, Washington, DC, USA","institution_ids":["https://openalex.org/I137853757"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046343080","display_name":"Danda B. Rawat","orcid":"https://orcid.org/0000-0003-3638-3464"},"institutions":[{"id":"https://openalex.org/I137853757","display_name":"Howard University","ror":"https://ror.org/05gt1vc06","country_code":"US","type":"education","lineage":["https://openalex.org/I137853757"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Danda B. Rawat","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, College of Engineering and Architecture, Howard University, Washington, DC, USA"],"raw_orcid":"https://orcid.org/0000-0003-3638-3464","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, College of Engineering and Architecture, Howard University, Washington, DC, USA","institution_ids":["https://openalex.org/I137853757"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066987043","display_name":"Tu N. Nguyen","orcid":"https://orcid.org/0000-0001-7184-4102"},"institutions":[{"id":"https://openalex.org/I172980758","display_name":"Kennesaw State University","ror":"https://ror.org/00jeqjx33","country_code":"US","type":"education","lineage":["https://openalex.org/I172980758"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tu N. Nguyen","raw_affiliation_strings":["Department of Computer Science, Kennesaw State University, Marietta, GA, USA"],"raw_orcid":"https://orcid.org/0000-0001-7184-4102","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Kennesaw State University, Marietta, GA, USA","institution_ids":["https://openalex.org/I172980758"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.1269,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.87875987,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"10","issue":"4","first_page":"3130","last_page":"3137"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9976999759674072,"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"}},"topics":[{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9976999759674072,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9961000084877014,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9948999881744385,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8551778197288513},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5843557119369507},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5008468627929688},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.49862217903137207},{"id":"https://openalex.org/keywords/shared-resource","display_name":"Shared resource","score":0.44780927896499634}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8551778197288513},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5843557119369507},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5008468627929688},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.49862217903137207},{"id":"https://openalex.org/C51332947","wikidata":"https://www.wikidata.org/wiki/Q1172305","display_name":"Shared resource","level":2,"score":0.44780927896499634}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/jiot.2021.3119336","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2021.3119336","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"},{"id":"pmh:oai:digitalcommons.kennesaw.edu:facpubs-6145","is_oa":false,"landing_page_url":"https://digitalcommons.kennesaw.edu/facpubs/4989","pdf_url":null,"source":{"id":"https://openalex.org/S4377196456","display_name":"DigitalCommons - Kennesaw State University (Kennesaw State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172980758","host_organization_name":"Kennesaw State University","host_organization_lineage":["https://openalex.org/I172980758"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Faculty Articles","raw_type":"text"},{"id":"pmh:oai:digitalcommons.kennesaw.edu:facpubs-6173","is_oa":false,"landing_page_url":"https://digitalcommons.kennesaw.edu/facpubs/5017","pdf_url":null,"source":{"id":"https://openalex.org/S4377196456","display_name":"DigitalCommons - Kennesaw State University (Kennesaw State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172980758","host_organization_name":"Kennesaw State University","host_organization_lineage":["https://openalex.org/I172980758"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Faculty Publications","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5899999737739563}],"awards":[{"id":"https://openalex.org/G4114661379","display_name":null,"funder_award_id":"W911NF-20-2-0277","funder_id":"https://openalex.org/F4320338295","funder_display_name":"Army Research Laboratory"},{"id":"https://openalex.org/G5996918103","display_name":null,"funder_award_id":"CNS-2103405","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7642414487","display_name":null,"funder_award_id":"CNS/SaTC 2039583","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320338295","display_name":"Army Research Laboratory","ror":"https://ror.org/011hc8f90"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W2103708578","https://openalex.org/W2749933313","https://openalex.org/W2768653190","https://openalex.org/W2776524266","https://openalex.org/W2792088344","https://openalex.org/W2792865381","https://openalex.org/W2793676270","https://openalex.org/W2795261565","https://openalex.org/W2800051653","https://openalex.org/W2883636255","https://openalex.org/W2887351195","https://openalex.org/W2896277090","https://openalex.org/W2897255215","https://openalex.org/W2910441236","https://openalex.org/W2912966408","https://openalex.org/W2916305544","https://openalex.org/W2960620344","https://openalex.org/W2968836089","https://openalex.org/W2980734915","https://openalex.org/W2980774725","https://openalex.org/W2988291387","https://openalex.org/W2993809815","https://openalex.org/W2995057554","https://openalex.org/W3007263794","https://openalex.org/W3010045176","https://openalex.org/W3010629092","https://openalex.org/W3011076322","https://openalex.org/W3011098329","https://openalex.org/W3033423422","https://openalex.org/W3042799967"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W1487555369","https://openalex.org/W1485627940","https://openalex.org/W1560676968"],"abstract_inverted_index":{"Network-in-box":[0],"(NIB)":[1],"architectures":[2,20,50],"are":[3,21,165],"designed":[4],"to":[5,54,64,78,89,131,176],"improve":[6,132],"communication":[7,35],"information":[8],"sharing":[9],"in":[10,43,113,127,145,162,179],"an":[11],"ad":[12],"hoc":[13],"manner":[14],"with":[15],"limited":[16,155],"infrastructure":[17,157],"support.":[18,158],"These":[19],"interoperable,":[22],"and":[23,57,67,119,149,160,172,194,213],"hence":[24],"it":[25,62],"is":[26,51,72,77,87,102,124,143,190,197],"capable":[27],"of":[28,82,109,139,153,184],"providing":[29],"services":[30],"based":[31,167],"on":[32,84,168],"sixth-generation":[33],"(6G)":[34],"technologies.":[36],"Resource":[37],"allocation":[38,99,122,148,164,188],"for":[39,48,104],"massive":[40],"machine-type":[41],"communications":[42],"the":[44,55,68,80,94,106,110,133,140,154,169,185,195,200],"6G":[45,111],"platform":[46],"aided":[47],"NIB":[49,114,156],"challenging":[52],"due":[53],"terahertz":[56],"high":[58],"throughput":[59],"features.":[60],"Then":[61],"comes":[63],"resource":[65,98,121,147,163,187,206],"allocation,":[66],"most":[69],"difficult":[70,88],"part":[71],"figuring":[73],"out":[74],"what":[75],"capacity":[76,171,202],"check":[79],"availability":[81],"work":[83],"a":[85],"project":[86],"determine.":[90],"In":[91],"this":[92,128],"manuscript,":[93],"attuned":[95],"slicing-dependent":[96],"concurrent":[97,120],"(AS-CRA)":[100],"method":[101,130,189],"formulated":[103],"improving":[105],"service":[107,135,180],"reliability":[108],"users":[112],"architecture.":[115],"Learning":[116],"assisted":[117],"slicing":[118],"process":[123,142],"jointly":[125],"exploited":[126],"proposed":[129,186],"users\u2019":[134],"reliability.":[136],"The":[137,182],"output":[138],"learning":[141],"useful":[144],"classifying":[146],"user":[150,170],"mapping":[151],"irrespective":[152],"Virtualization":[159],"concurrency":[161],"balanced":[166],"network":[173],"blocking":[174,214],"rate":[175,208,215],"achieve":[177],"optimality":[178],"responses.":[181],"performance":[183,196],"verified":[191,198],"using":[192,199],"simulations,":[193],"metrics":[201],"89.726%,":[203],"latency":[204],"81.32%,":[205],"utilization":[207],"0.963%,":[209],"response":[210],"ratio":[211],"92.309,":[212],"0.047%.":[216]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}