{"id":"https://openalex.org/W4226323112","doi":"https://doi.org/10.1109/lcomm.2022.3158826","title":"Deployment for High Altitude Platform Systems With Perturbation: Distributionally Robust Optimization Approach","display_name":"Deployment for High Altitude Platform Systems With Perturbation: Distributionally Robust Optimization Approach","publication_year":2022,"publication_date":"2022-03-10","ids":{"openalex":"https://openalex.org/W4226323112","doi":"https://doi.org/10.1109/lcomm.2022.3158826"},"language":"en","primary_location":{"id":"doi:10.1109/lcomm.2022.3158826","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcomm.2022.3158826","pdf_url":null,"source":{"id":"https://openalex.org/S147316732","display_name":"IEEE Communications Letters","issn_l":"1089-7798","issn":["1089-7798","1558-2558","2373-7891"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","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 Communications Letters","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/A5101441458","display_name":"Yaqin Liu","orcid":"https://orcid.org/0000-0002-6982-1849"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaqin Liu","raw_affiliation_strings":["State Key Laboratory of Advanced Optical Communication Systems and Networks, School of Electronics, Peking University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Advanced Optical Communication Systems and Networks, School of Electronics, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100440579","display_name":"Hongliang Zhang","orcid":"https://orcid.org/0000-0003-3393-8612"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hongliang Zhang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Princeton University, Princeton, NJ, USA"],"raw_orcid":"https://orcid.org/0000-0003-3393-8612","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Princeton University, Princeton, NJ, USA","institution_ids":["https://openalex.org/I20089843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025572015","display_name":"Boya Di","orcid":"https://orcid.org/0000-0003-3484-1361"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Boya Di","raw_affiliation_strings":["State Key Laboratory of Advanced Optical Communication Systems and Networks, School of Electronics, Peking University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-3484-1361","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Advanced Optical Communication Systems and Networks, School of Electronics, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jianjun Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianjun Wu","raw_affiliation_strings":["State Key Laboratory of Advanced Optical Communication Systems and Networks, School of Electronics, Peking University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Advanced Optical Communication Systems and Networks, School of Electronics, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063667378","display_name":"Zhu Han","orcid":"https://orcid.org/0000-0002-6606-5822"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]},{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["KR","US"],"is_corresponding":false,"raw_author_name":"Zhu Han","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Houston, Houston, TX, USA","Department of Computer Science and Engineering, Kyung Hee University, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-6606-5822","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Houston, Houston, TX, USA","institution_ids":["https://openalex.org/I44461941"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Kyung Hee University, Seoul, South Korea","institution_ids":["https://openalex.org/I35928602"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.3364,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.9619417,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"26","issue":"5","first_page":"1126","last_page":"1130"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":0.9990000128746033,"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":0.9990000128746033,"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/T11489","display_name":"Air Traffic Management and Optimization","score":0.9713000059127808,"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":0.9678999781608582,"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/mathematical-optimization","display_name":"Mathematical optimization","score":0.7291519045829773},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.677200973033905},{"id":"https://openalex.org/keywords/perturbation","display_name":"Perturbation (astronomy)","score":0.5835480093955994},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.5700429081916809},{"id":"https://openalex.org/keywords/cvar","display_name":"CVAR","score":0.519827663898468},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.5125434398651123},{"id":"https://openalex.org/keywords/convex-optimization","display_name":"Convex optimization","score":0.4990060329437256},{"id":"https://openalex.org/keywords/robust-optimization","display_name":"Robust optimization","score":0.4897923469543457},{"id":"https://openalex.org/keywords/regular-polygon","display_name":"Regular polygon","score":0.33902984857559204},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18134909868240356},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.16909798979759216},{"id":"https://openalex.org/keywords/expected-shortfall","display_name":"Expected shortfall","score":0.1679035723209381},{"id":"https://openalex.org/keywords/risk-management","display_name":"Risk management","score":0.08413687348365784}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.7291519045829773},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.677200973033905},{"id":"https://openalex.org/C177918212","wikidata":"https://www.wikidata.org/wiki/Q803623","display_name":"Perturbation (astronomy)","level":2,"score":0.5835480093955994},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.5700429081916809},{"id":"https://openalex.org/C2779922397","wikidata":"https://www.wikidata.org/wiki/Q5014755","display_name":"CVAR","level":4,"score":0.519827663898468},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.5125434398651123},{"id":"https://openalex.org/C157972887","wikidata":"https://www.wikidata.org/wiki/Q463359","display_name":"Convex optimization","level":3,"score":0.4990060329437256},{"id":"https://openalex.org/C193254401","wikidata":"https://www.wikidata.org/wiki/Q2160088","display_name":"Robust optimization","level":2,"score":0.4897923469543457},{"id":"https://openalex.org/C112680207","wikidata":"https://www.wikidata.org/wiki/Q714886","display_name":"Regular polygon","level":2,"score":0.33902984857559204},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18134909868240356},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.16909798979759216},{"id":"https://openalex.org/C5496284","wikidata":"https://www.wikidata.org/wiki/Q5420856","display_name":"Expected shortfall","level":3,"score":0.1679035723209381},{"id":"https://openalex.org/C32896092","wikidata":"https://www.wikidata.org/wiki/Q189447","display_name":"Risk management","level":2,"score":0.08413687348365784},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lcomm.2022.3158826","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcomm.2022.3158826","pdf_url":null,"source":{"id":"https://openalex.org/S147316732","display_name":"IEEE Communications Letters","issn_l":"1089-7798","issn":["1089-7798","1558-2558","2373-7891"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","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 Communications Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2103081281","https://openalex.org/W2114791139","https://openalex.org/W2469105537","https://openalex.org/W2599726829","https://openalex.org/W2779479927","https://openalex.org/W2785392405","https://openalex.org/W2918864279","https://openalex.org/W2921240648","https://openalex.org/W2963840472","https://openalex.org/W2965405719","https://openalex.org/W3042876727","https://openalex.org/W3156195074","https://openalex.org/W3157516703","https://openalex.org/W3202629807","https://openalex.org/W4211209619"],"related_works":["https://openalex.org/W2622294357","https://openalex.org/W1988872022","https://openalex.org/W3196326125","https://openalex.org/W2157952460","https://openalex.org/W2117781171","https://openalex.org/W2263557086","https://openalex.org/W2160044169","https://openalex.org/W2154626019","https://openalex.org/W2017002354","https://openalex.org/W4226323112"],"abstract_inverted_index":{"In":[0],"this":[1,34,76],"letter,":[2],"we":[3,36,79],"consider":[4],"a":[5,20,26,59,114],"high":[6],"altitude":[7],"platform":[8],"(HAP)":[9],"system":[10,39],"with":[11],"perturbation":[12,22],"caused":[13],"by":[14,41],"inevitable":[15],"short-term":[16],"airflow.":[17],"However,":[18],"such":[19],"HAP":[21,47,55],"will":[23],"lead":[24],"to":[25,70,101],"decrease":[27],"in":[28,51],"the":[29,38,44,49,52,72,95,103,109,118],"Quality-of-Service":[30],"(QoS).":[31],"To":[32,74],"address":[33],"issue,":[35],"maximize":[37],"sum-rate":[40],"jointly":[42],"optimizing":[43],"location":[45,85],"of":[46,54],"and":[48,88,92],"beamformer":[50,89],"presence":[53],"perturbation.":[56,73],"We":[57],"formulate":[58],"distributionally":[60],"robust":[61],"optimization":[62,86],"problem":[63],"under":[64],"an":[65],"information":[66],"transmission":[67],"chance":[68],"constraint":[69],"tackle":[71],"solve":[75],"non-convex":[77],"problem,":[78],"decouple":[80],"it":[81],"into":[82],"two":[83],"subproblems:":[84],"subproblem":[87],"design":[90],"subproblem,":[91],"then":[93],"employ":[94],"Conditional":[96],"Value-at-Risk":[97],"(CVaR)":[98],"based":[99],"method":[100],"find":[102],"solutions.":[104],"Simulation":[105],"results":[106],"show":[107],"that":[108],"proposed":[110],"scheme":[111],"can":[112],"achieve":[113],"better":[115],"performance":[116],"than":[117],"non-robust":[119],"scheme.":[120]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2}],"updated_date":"2026-08-12T21:12:35.861297","created_date":"2025-10-10T00:00:00"}
