{"id":"https://openalex.org/W4315629706","doi":"https://doi.org/10.1109/globecom48099.2022.10000874","title":"Ahead-Me Coverage (AMC): On Maintaining Enhanced Mobile Network Coverage for UAVs","display_name":"Ahead-Me Coverage (AMC): On Maintaining Enhanced Mobile Network Coverage for UAVs","publication_year":2022,"publication_date":"2022-12-04","ids":{"openalex":"https://openalex.org/W4315629706","doi":"https://doi.org/10.1109/globecom48099.2022.10000874"},"language":"en","primary_location":{"id":"doi:10.1109/globecom48099.2022.10000874","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/globecom48099.2022.10000874","pdf_url":null,"source":{"id":"https://openalex.org/S4363607705","display_name":"GLOBECOM 2022 - 2022 IEEE Global Communications Conference","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2022 - 2022 IEEE Global Communications Conference","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ieeexplore.ieee.org/document/10000874/","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073635838","display_name":"Hamed Hellaoui","orcid":"https://orcid.org/0000-0002-1163-9569"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Hamed Hellaoui","raw_affiliation_strings":["Aalto University,Communications and Networking Department,Finland","Communications and Networking Department, Aalto University, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aalto University,Communications and Networking Department,Finland","institution_ids":["https://openalex.org/I9927081"]},{"raw_affiliation_string":"Communications and Networking Department, Aalto University, Finland","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016900577","display_name":"Bin Yang","orcid":"https://orcid.org/0000-0001-6509-4173"},"institutions":[{"id":"https://openalex.org/I4210115456","display_name":"Chuzhou University","ror":"https://ror.org/037663q52","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210115456"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Yang","raw_affiliation_strings":["Chuzhou University,School of Computer and Information Engineering,China","School of Computer and Information Engineering, Chuzhou University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chuzhou University,School of Computer and Information Engineering,China","institution_ids":["https://openalex.org/I4210115456"]},{"raw_affiliation_string":"School of Computer and Information Engineering, Chuzhou University, China","institution_ids":["https://openalex.org/I4210115456"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087043869","display_name":"Tarik Taleb","orcid":"https://orcid.org/0000-0003-1119-1239"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Tarik Taleb","raw_affiliation_strings":["University of Oulu,Centre for Wireless Communications,Finland","Centre for Wireless Communications, University of Oulu, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oulu,Centre for Wireless Communications,Finland","institution_ids":["https://openalex.org/I98381234"]},{"raw_affiliation_string":"Centre for Wireless Communications, University of Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034509060","display_name":"Jukka Manner","orcid":"https://orcid.org/0000-0002-9133-473X"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Jukka Manner","raw_affiliation_strings":["Aalto University,Communications and Networking Department,Finland","Communications and Networking Department, Aalto University, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aalto University,Communications and Networking Department,Finland","institution_ids":["https://openalex.org/I9927081"]},{"raw_affiliation_string":"Communications and Networking Department, Aalto University, Finland","institution_ids":["https://openalex.org/I9927081"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2975","last_page":"2980"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T11133","display_name":"UAV Applications and Optimization","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9970999956130981,"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/T12042","display_name":"Satellite Communication Systems","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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":0.7616162300109863},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.6689647436141968},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.5935471653938293},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.5903809666633606},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5806543827056885},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5540720224380493},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.5085865259170532},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.47352004051208496},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.427121102809906},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.40139493346214294},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3564983010292053},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18367421627044678},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1578282117843628}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7616162300109863},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.6689647436141968},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.5935471653938293},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.5903809666633606},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5806543827056885},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5540720224380493},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.5085865259170532},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.47352004051208496},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.427121102809906},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.40139493346214294},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3564983010292053},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18367421627044678},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1578282117843628}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/globecom48099.2022.10000874","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/globecom48099.2022.10000874","pdf_url":null,"source":{"id":"https://openalex.org/S4363607705","display_name":"GLOBECOM 2022 - 2022 IEEE Global Communications Conference","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2022 - 2022 IEEE Global Communications Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:aaltodoc.aalto.fi:123456789/119521","is_oa":true,"landing_page_url":"https://ieeexplore.ieee.org/document/10000874/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401663","display_name":"Aaltodoc (Aalto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9927081","host_organization_name":"Aalto University","host_organization_lineage":["https://openalex.org/I9927081"],"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":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:oulu.fi:nbnfi-fe2023051143536","is_oa":false,"landing_page_url":"http://urn.fi/urn:nbn:fi-fe2023051143536","pdf_url":null,"source":{"id":"https://openalex.org/S4306400284","display_name":"University of Oulu Repository (University of Oulu)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98381234","host_organization_name":"University of Oulu","host_organization_lineage":["https://openalex.org/I98381234"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:aaltodoc.aalto.fi:123456789/119521","is_oa":true,"landing_page_url":"https://ieeexplore.ieee.org/document/10000874/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401663","display_name":"Aaltodoc (Aalto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9927081","host_organization_name":"Aalto University","host_organization_lineage":["https://openalex.org/I9927081"],"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":null,"raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1963527183","https://openalex.org/W2068611182","https://openalex.org/W2344607369","https://openalex.org/W2599198842","https://openalex.org/W2896835129","https://openalex.org/W2981489383","https://openalex.org/W3011826509","https://openalex.org/W3022601977","https://openalex.org/W3108579079"],"related_works":["https://openalex.org/W2303288554","https://openalex.org/W3033750547","https://openalex.org/W2029216794","https://openalex.org/W4386698331","https://openalex.org/W2047225036","https://openalex.org/W2138314731","https://openalex.org/W2029232111","https://openalex.org/W2029263917","https://openalex.org/W2093207996","https://openalex.org/W2982446297"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"the":[3,12,20,50,58,77,86,89,93,97,100,105,145,149,165,177,184,189,203,206],"concept":[4],"of":[5,14,19,52,60,81,88,99,142,176,205],"Ahead-Me":[6],"Cov-erage":[7],"(AMC)":[8],"aiming":[9],"to":[10,126,160,169,173,201],"get":[11,174],"coverage":[13],"a":[15,118,134],"cellular":[16],"network":[17],"ahead":[18,175],"mobile":[21],"users":[22],"for":[23,75,104],"maintaining":[24],"enhanced":[25],"Quality-":[26],"of-Service":[27],"(QoS)":[28],"in":[29],"cellular-connected":[30],"unmanned":[31],"aerial":[32],"vehicle":[33],"(UAV)":[34],"networks.":[35],"In":[36],"such":[37],"networks,":[38],"each":[39],"base":[40],"station":[41],"(BS)":[42],"with":[43,194],"an":[44,71,155],"intelligent":[45],"logic":[46],"can":[47],"automatically":[48],"tilt":[49,170],"direction":[51],"its":[53],"radio":[54,91],"antennas":[55,172],"based":[56,120],"on":[57,121],"trajectory":[59],"UAV":[61,146,178,185],"s.":[62],"For":[63,110],"this":[64,111,130],"purpose,":[65],"we":[66,115,132],"first":[67],"formulate":[68],"AMC":[69],"as":[70],"integer":[72],"optimization":[73,113],"problem":[74],"maximizing":[76],"minimum":[78],"transmission":[79],"rate":[80],"UAVs":[82,106],"by":[83],"jointly":[84],"optimizing":[85],"angles":[87],"different":[90],"antenna,":[92],"resource":[94,195],"allocation":[95],"and":[96,148,183],"selection":[98],"appropriate":[101,190],"serving":[102,191],"BS":[103,150,166],"throughout":[107,180],"their":[108,171,181],"path.":[109],"complex":[112],"problem,":[114],"then":[116],"propose":[117],"solution":[119],"Deep":[122],"Reinforcement":[123],"Learning":[124],"(DRL)":[125],"solve":[127],"it.":[128],"Under":[129],"solution,":[131],"adopt":[133],"multi-heterogeneous":[135],"agent-based":[136],"approach":[137],"(MHA-DRL)":[138],"including":[139],"two":[140],"types":[141],"agents,":[143],"namely":[144],"agents":[147,167,186],"agents.":[151],"Each":[152],"agent":[153],"implements":[154],"Advantage":[156],"Actor":[157],"Critic":[158],"(A2C)":[159],"learn":[161],"optimal":[162],"policies.":[163],"Specifically,":[164],"aim":[168],"s":[179],"mobility,":[182],"target":[187],"selecting":[188],"BSs":[192],"along":[193],"allocation.":[196],"Performance":[197],"evaluations":[198],"are":[199],"presented":[200],"validate":[202],"effectiveness":[204],"proposed":[207],"approach.":[208]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
