{"id":"https://openalex.org/W7128774479","doi":"https://doi.org/10.1109/tmc.2026.3664463","title":"RadioRS: A Sampling-Free Low-Altitude Wireless Networks Leveraging Radio Maps and Rate-Splitting","display_name":"RadioRS: A Sampling-Free Low-Altitude Wireless Networks Leveraging Radio Maps and Rate-Splitting","publication_year":2026,"publication_date":"2026-02-13","ids":{"openalex":"https://openalex.org/W7128774479","doi":"https://doi.org/10.1109/tmc.2026.3664463"},"language":null,"primary_location":{"id":"doi:10.1109/tmc.2026.3664463","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2026.3664463","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer 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 Transactions on Mobile Computing","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":null,"display_name":"Shengyu Zhang","orcid":"https://orcid.org/0000-0002-6727-8336"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]},{"id":"https://openalex.org/I4210127899","display_name":"Centre of Excellence for Advanced Materials","ror":"https://ror.org/02sdafq46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210127899"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengyu Zhang","raw_affiliation_strings":["Hangzhou Institute of Technology, Xidian University, Hangzhou, China","School of Advanced Engineering, Great Bay University, Dongguan City, China"],"raw_orcid":"https://orcid.org/0000-0002-6727-8336","affiliations":[{"raw_affiliation_string":"Hangzhou Institute of Technology, Xidian University, Hangzhou, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Advanced Engineering, Great Bay University, Dongguan City, China","institution_ids":["https://openalex.org/I4210127899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125957343","display_name":"Shiyao Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]},{"id":"https://openalex.org/I4210127899","display_name":"Centre of Excellence for Advanced Materials","ror":"https://ror.org/02sdafq46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210127899"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiyao Zhang","raw_affiliation_strings":["Hangzhou Institute of Technology, Xidian University, Hangzhou, China","School of Advanced Engineering, Great Bay University, Dongguan City, China"],"raw_orcid":"https://orcid.org/0000-0002-0004-1801","affiliations":[{"raw_affiliation_string":"Hangzhou Institute of Technology, Xidian University, Hangzhou, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Advanced Engineering, Great Bay University, Dongguan City, China","institution_ids":["https://openalex.org/I4210127899"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Weijie Yuan","orcid":"https://orcid.org/0000-0002-2158-0046"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weijie Yuan","raw_affiliation_strings":["School of System Design and Intelligent Manufacturing, Southern University of Science and Technology, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-2158-0046","affiliations":[{"raw_affiliation_string":"School of System Design and Intelligent Manufacturing, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121521661","display_name":"Zan Li","orcid":null},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zan Li","raw_affiliation_strings":["State Key Laboratory of Integrated Service Networks, School of Telecommunications Engineering, Xidian University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0002-5207-6504","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Service Networks, School of Telecommunications Engineering, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5106085501","display_name":"Tony Q. S. Quek","orcid":null},"institutions":[{"id":"https://openalex.org/I152815399","display_name":"Singapore University of Technology and Design","ror":"https://ror.org/05j6fvn87","country_code":"SG","type":"education","lineage":["https://openalex.org/I152815399"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Tony Q.S. Quek","raw_affiliation_strings":["Singapore University of Technology and Design, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-4037-3149","affiliations":[{"raw_affiliation_string":"Singapore University of Technology and Design, Singapore","institution_ids":["https://openalex.org/I152815399"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22510366,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"25","issue":"7","first_page":"11287","last_page":"11304"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":0.9864000082015991,"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":0.9864000082015991,"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/T10246","display_name":"Mobile Ad Hoc Networks","score":0.0012000000569969416,"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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.0010000000474974513,"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/drone","display_name":"Drone","score":0.8489000201225281},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5615000128746033},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5113000273704529},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5020999908447266},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.44670000672340393},{"id":"https://openalex.org/keywords/radio-resource-management","display_name":"Radio resource management","score":0.4431999921798706},{"id":"https://openalex.org/keywords/beamforming","display_name":"Beamforming","score":0.42080000042915344},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.4016999900341034},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.39750000834465027}],"concepts":[{"id":"https://openalex.org/C59519942","wikidata":"https://www.wikidata.org/wiki/Q650665","display_name":"Drone","level":2,"score":0.8489000201225281},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8406000137329102},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5615000128746033},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5113000273704529},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5020999908447266},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.48820000886917114},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4821000099182129},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.44670000672340393},{"id":"https://openalex.org/C182448111","wikidata":"https://www.wikidata.org/wiki/Q7281197","display_name":"Radio resource management","level":4,"score":0.4431999921798706},{"id":"https://openalex.org/C54197355","wikidata":"https://www.wikidata.org/wiki/Q5782992","display_name":"Beamforming","level":2,"score":0.42080000042915344},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.4016999900341034},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.39750000834465027},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.39100000262260437},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3666999936103821},{"id":"https://openalex.org/C137246740","wikidata":"https://www.wikidata.org/wiki/Q583970","display_name":"Spectral efficiency","level":3,"score":0.36649999022483826},{"id":"https://openalex.org/C46637626","wikidata":"https://www.wikidata.org/wiki/Q6693015","display_name":"Low latency (capital markets)","level":2,"score":0.3614000082015991},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.35910001397132874},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.34470000863075256},{"id":"https://openalex.org/C2781307350","wikidata":"https://www.wikidata.org/wiki/Q6887221","display_name":"Mobile radio","level":2,"score":0.3319999873638153},{"id":"https://openalex.org/C202311505","wikidata":"https://www.wikidata.org/wiki/Q1474701","display_name":"Radio propagation","level":2,"score":0.3264999985694885},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.325300008058548},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.3003999888896942},{"id":"https://openalex.org/C101765175","wikidata":"https://www.wikidata.org/wiki/Q577764","display_name":"Communications system","level":2,"score":0.2946000099182129},{"id":"https://openalex.org/C12269588","wikidata":"https://www.wikidata.org/wiki/Q132364","display_name":"Communications protocol","level":2,"score":0.28040000796318054},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.27880001068115234},{"id":"https://openalex.org/C165932591","wikidata":"https://www.wikidata.org/wiki/Q1547947","display_name":"Neighbor Discovery Protocol","level":4,"score":0.2702000141143799},{"id":"https://openalex.org/C192126672","wikidata":"https://www.wikidata.org/wiki/Q1068715","display_name":"Telecommunications network","level":2,"score":0.26409998536109924},{"id":"https://openalex.org/C114237682","wikidata":"https://www.wikidata.org/wiki/Q5072483","display_name":"Channel allocation schemes","level":3,"score":0.25769999623298645},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.2531000077724457}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmc.2026.3664463","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2026.3664463","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer 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 Transactions on Mobile Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2371796301","display_name":null,"funder_award_id":"62471208","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0],"Low-Altitude":[1],"Wireless":[2],"Networks":[3],"(LAWNs)":[4],"has":[5],"emerged":[6],"as":[7],"a":[8,32,76,109,133,169],"cornerstone":[9],"of":[10,41,47,115,124,202],"next-generation":[11],"mobile":[12],"due":[13,36],"to":[14,37,94,157],"their":[15],"flexibility":[16],"and":[17,26,44,59,65,97,122,161,184,206],"adaptability":[18],"in":[19,146,200],"providing":[20],"on-demand":[21],"connectivity.":[22],"However,":[23],"ensuring":[24],"reliable":[25],"high-throughput":[27],"aerial":[28,42,79],"drone":[29,80],"communication":[30,66,81,99,204],"remains":[31],"major":[33],"challenge,":[34],"mainly":[35],"the":[38,45,48,120,138,147,152,177,191],"dynamic":[39],"mobility":[40],"drones":[43],"complexity":[46],"wireless":[49],"propagation":[50,129],"environment.":[51,149],"Traditional":[52],"LAWNs":[53],"rely":[54],"heavily":[55],"on":[56,137,151],"channel":[57,103,116],"sampling":[58],"real-time":[60],"feedback,":[61],"which":[62,141],"introduce":[63],"latency":[64],"overhead.":[67],"In":[68,165],"this":[69],"work,":[70],"we":[71,131,167],"propose":[72],"<bold":[73],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[74],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">RadioRS</b>,":[75],"novel":[77],"sampling-free":[78],"framework":[82,194],"that":[83,111,172,190],"combines":[84],"Radio":[85],"Map":[86],"(RM)":[87],"prediction":[88],"with":[89],"Rate-Splitting":[90],"Multiple":[91],"Access":[92],"(RSMA)":[93],"enable":[95],"robust":[96],"efficient":[98],"without":[100],"requiring":[101],"explicit":[102],"estimation":[104],"during":[105],"flight.":[106],"RadioRS":[107,193],"leverages":[108],"RM":[110,178],"provides":[112],"location-aware":[113],"predictions":[114,126],"state.":[117],"To":[118],"enhance":[119],"accuracy":[121],"generalization":[123],"these":[125],"under":[127],"complex":[128],"conditions,":[130],"develop":[132],"generative":[134],"model":[135],"based":[136],"Mamba":[139],"architecture,":[140],"efficiently":[142],"captures":[143],"fine-grained":[144],"correlations":[145],"radio":[148],"Building":[150],"RM,":[153],"RSMA":[154],"is":[155],"employed":[156],"flexibly":[158],"manage":[159],"interference":[160],"improve":[162],"spectral":[163],"efficiency.":[164],"addition,":[166],"design":[168],"Mamba-powered":[170],"controller":[171],"adapts":[173],"beamforming":[174],"strategies":[175],"from":[176],"directly,":[179],"further":[180],"improving":[181],"link":[182],"reliability":[183,205],"throughput.":[185,207],"Comprehensive":[186],"simulation":[187],"results":[188],"demonstrate":[189],"proposed":[192],"significantly":[195],"outperforms":[196],"conventional":[197],"channel-sampling-based":[198],"approaches":[199],"terms":[201],"both":[203]},"counts_by_year":[],"updated_date":"2026-06-06T06:22:57.294733","created_date":"2026-02-14T00:00:00"}