{"id":"https://openalex.org/W4200010432","doi":"https://doi.org/10.23919/cnsm52442.2021.9615555","title":"3D Deployment and User Association of CoMP-assisted Multiple Aerial Base Stations for Wireless Network Capacity Enhancement","display_name":"3D Deployment and User Association of CoMP-assisted Multiple Aerial Base Stations for Wireless Network Capacity Enhancement","publication_year":2021,"publication_date":"2021-10-25","ids":{"openalex":"https://openalex.org/W4200010432","doi":"https://doi.org/10.23919/cnsm52442.2021.9615555"},"language":"en","primary_location":{"id":"doi:10.23919/cnsm52442.2021.9615555","is_oa":false,"landing_page_url":"https://doi.org/10.23919/cnsm52442.2021.9615555","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 17th International Conference on Network and Service Management (CNSM)","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/A5026411857","display_name":"Yikun Zhao","orcid":"https://orcid.org/0000-0001-6031-590X"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yikun Zhao","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021772015","display_name":"Fanqin Zhou","orcid":"https://orcid.org/0000-0002-4158-6517"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fanqin Zhou","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100442689","display_name":"Wenjing Li","orcid":"https://orcid.org/0000-0003-3852-1007"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjing Li","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076934078","display_name":"Yuan Gao","orcid":"https://orcid.org/0000-0001-8567-4888"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Gao","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059665891","display_name":"Lei Feng","orcid":"https://orcid.org/0000-0003-3494-5590"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Feng","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100783073","display_name":"Peng Yu","orcid":"https://orcid.org/0000-0002-0402-5390"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Yu","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, China","institution_ids":["https://openalex.org/I139759216"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5026411857"],"corresponding_institution_ids":["https://openalex.org/I139759216"],"apc_list":null,"apc_paid":null,"fwci":0.34,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.75060521,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"56","last_page":"62"},"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/T12042","display_name":"Satellite Communication Systems","score":0.9672999978065491,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9668999910354614,"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":0.8190314173698425},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.7974762916564941},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6749145984649658},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6354749798774719},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.5816860198974609},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.5702934861183167},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5445603728294373},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5164106488227844},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5088067650794983},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5028182864189148},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.4515385925769806},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.4177040457725525},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.14638647437095642},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14317601919174194}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8190314173698425},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.7974762916564941},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6749145984649658},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6354749798774719},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.5816860198974609},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.5702934861183167},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5445603728294373},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5164106488227844},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5088067650794983},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5028182864189148},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.4515385925769806},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.4177040457725525},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.14638647437095642},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14317601919174194},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"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/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/cnsm52442.2021.9615555","is_oa":false,"landing_page_url":"https://doi.org/10.23919/cnsm52442.2021.9615555","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 17th International Conference on Network and Service Management (CNSM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G227785576","display_name":null,"funder_award_id":"61971053","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2165232124","https://openalex.org/W2558431499","https://openalex.org/W2774870124","https://openalex.org/W2903136335","https://openalex.org/W2904947504","https://openalex.org/W2915644299","https://openalex.org/W2930672455","https://openalex.org/W2945655391","https://openalex.org/W2962691117","https://openalex.org/W2963287938","https://openalex.org/W2966411667","https://openalex.org/W2969525674","https://openalex.org/W2972656576","https://openalex.org/W2997912643","https://openalex.org/W3002346944","https://openalex.org/W3026084580","https://openalex.org/W3035005654","https://openalex.org/W3045865783","https://openalex.org/W3085794392"],"related_works":["https://openalex.org/W96612179","https://openalex.org/W2770234245","https://openalex.org/W2987774938","https://openalex.org/W2566006169","https://openalex.org/W4256492088","https://openalex.org/W632915154","https://openalex.org/W4229499248","https://openalex.org/W4378874356","https://openalex.org/W2055733372","https://openalex.org/W2369811061"],"abstract_inverted_index":{"Deploying":[0],"aerial":[1],"base":[2],"stations":[3],"(AeBSs)":[4],"has":[5,160],"been":[6],"regarded":[7],"as":[8],"an":[9],"effective":[10],"solution":[11],"to":[12,35,42,46,51,60,67,99,114,139],"wireless":[13,32],"network":[14,150,176],"capacity":[15,54],"enhancement":[16,55],"in":[17,31,102,107,112,130,184],"specific":[18],"areas":[19],"with":[20,62,88],"excessive":[21],"traffic":[22,29],"burden":[23],"but":[24],"insufficient":[25],"capacity.":[26],"Since":[27],"the":[28,38,52,89,93,116,124,131,149,157,171,186],"distributions":[30],"networks":[33],"tend":[34],"be":[36],"ever-changing,":[37],"deployed":[39],"AeBS":[40,85],"need":[41],"adjust":[43],"its":[44],"position":[45],"rapidly":[47],"and":[48,71,105,134,169],"continuously":[49],"adapt":[50],"drifting":[53],"demands,":[56],"which":[57,96],"is":[58,97,178],"difficult":[59],"handle":[61],"traditional":[63],"optimization":[64],"methods":[65],"due":[66],"high":[68],"computational":[69],"complexity":[70],"poor":[72],"scalability.":[73],"In":[74],"this":[75],"paper,":[76],"we":[77,122],"design":[78],"a":[79,108,136],"multi-agent":[80,173],"deep":[81,174],"reinforcement":[82],"learning-based":[83],"3D":[84],"deployment":[86],"algorithm":[87,138],"goal":[90],"of":[91,142],"maximizing":[92],"system":[94],"throughput,":[95],"able":[98],"make":[100],"decisions":[101],"dynamic":[103],"environments":[104],"conducts":[106],"distributed":[109],"manner.":[110],"Additionally,":[111],"order":[113],"address":[115],"interference":[117,151],"issue":[118],"between":[119],"multiple":[120],"AeBSs,":[121],"adopt":[123],"Coordinated":[125],"Multiple":[126],"Points":[127],"Transmission":[128],"(CoMP)":[129],"air-to-ground":[132],"communication":[133,146],"propose":[135],"clustering":[137],"form":[140],"groups":[141],"AeBSs":[143],"for":[144],"cooperative":[145],"based":[147],"on":[148],"characteristics.":[152],"Simulation":[153],"results":[154],"demonstrate":[155],"that":[156,170],"proposed":[158,172],"approach":[159],"significant":[161],"throughput":[162],"gains":[163],"over":[164],"conventional":[165],"schemes":[166],"without":[167],"CoMP,":[168],"Q":[175],"(MADQN)":[177],"more":[179],"efficient":[180],"than":[181],"centralized":[182],"DQN":[183],"deriving":[185],"solution.":[187]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
