{"id":"https://openalex.org/W4401609035","doi":"https://doi.org/10.23919/ifipnetworking62109.2024.10619829","title":"RM-Gen: Conditional Diffusion Model-Based Radio Map Generation for Wireless Networks","display_name":"RM-Gen: Conditional Diffusion Model-Based Radio Map Generation for Wireless Networks","publication_year":2024,"publication_date":"2024-06-03","ids":{"openalex":"https://openalex.org/W4401609035","doi":"https://doi.org/10.23919/ifipnetworking62109.2024.10619829"},"language":"en","primary_location":{"id":"doi:10.23919/ifipnetworking62109.2024.10619829","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ifipnetworking62109.2024.10619829","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IFIP Networking Conference (IFIP Networking)","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/A5035732692","display_name":"Xuanhao Luo","orcid":"https://orcid.org/0000-0002-8895-7231"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xuanhao Luo","raw_affiliation_strings":["North Carolina State University,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"North Carolina State University,USA","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106525738","display_name":"L. Zhizhen","orcid":null},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"L. Zhizhen","raw_affiliation_strings":["North Carolina State University,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"North Carolina State University,USA","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075223216","display_name":"Zhiyuan Peng","orcid":"https://orcid.org/0000-0002-9870-4422"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhiyuan Peng","raw_affiliation_strings":["North Carolina State University,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"North Carolina State University,USA","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106529629","display_name":"X. Dongkuan","orcid":null},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"X. Dongkuan","raw_affiliation_strings":["North Carolina State University,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"North Carolina State University,USA","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100373044","display_name":"Yuchen Liu","orcid":"https://orcid.org/0000-0001-7505-9718"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuchen Liu","raw_affiliation_strings":["North Carolina State University,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"North Carolina State University,USA","institution_ids":["https://openalex.org/I137902535"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.2275,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.88252416,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"543","last_page":"548"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9733999967575073,"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"}},"topics":[{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9733999967575073,"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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9574000239372253,"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/T11158","display_name":"Wireless Networks and Protocols","score":0.9168000221252441,"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":0.6055311560630798},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5267918705940247},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.525155246257782},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.47635340690612793},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4627734422683716},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.28981178998947144},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.12923887372016907}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6055311560630798},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5267918705940247},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.525155246257782},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.47635340690612793},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4627734422683716},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.28981178998947144},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.12923887372016907},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/ifipnetworking62109.2024.10619829","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ifipnetworking62109.2024.10619829","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IFIP Networking Conference (IFIP Networking)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.5199999809265137}],"awards":[{"id":"https://openalex.org/G742142219","display_name":null,"funder_award_id":"CNS-2312138","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1998198103","https://openalex.org/W2019007097","https://openalex.org/W2093540532","https://openalex.org/W2574081677","https://openalex.org/W3009170854","https://openalex.org/W3036167779","https://openalex.org/W3093929720","https://openalex.org/W3131967102","https://openalex.org/W4214619930","https://openalex.org/W4285112846","https://openalex.org/W4312933868","https://openalex.org/W4313007552","https://openalex.org/W4387430923","https://openalex.org/W4390357264"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W2908230797"],"abstract_inverted_index":{"Radio":[0],"map":[1,136],"is":[2,147],"crucial":[3],"for":[4,119,158],"optimizing":[5],"wireless":[6,105,228],"network":[7,16,77,106,179,229],"performance":[8],"and":[9,19,64,79,103,127,185],"configuration,":[10],"aiding":[11],"in":[12,31,49,140,226],"tasks":[13],"such":[14,59],"as":[15,60,116,217],"planning,":[17],"virtualization,":[18],"mobility":[20],"management":[21],"by":[22],"providing":[23],"a":[24,44,94,165,174,207],"visual":[25],"representation":[26],"of":[27,71,89,153,177,196,210,223],"radio-frequency":[28],"signal":[29,124],"strength":[30,125],"specific":[32],"locations.":[33],"However,":[34],"generating":[35,90],"precise":[36],"radio":[37,73,91,135,203],"maps":[38,63,74,92,204],"with":[39,205],"limited":[40],"prior":[41],"knowledge":[42],"remains":[43],"significant":[45],"challenge.":[46],"Existing":[47],"research":[48],"this":[50,83],"field":[51],"relies":[52],"on":[53],"extensive":[54],"contextual":[55],"information":[56,114],"or":[57,213],"computations,":[58],"detailed":[61],"geographic":[62],"exhaustive":[65],"measurements.":[66],"This":[67,131],"hinders":[68],"the":[69,87,120,151,154,194],"adaptability":[70],"obtaining":[72,144],"across":[75,181],"varying":[76],"conditions":[78,118],"environmental":[80],"changes.":[81],"In":[82],"study,":[84],"we":[85,109,163,192],"explore":[86],"potential":[88],"using":[93],"generative":[95,121,155,198],"diffusion":[96],"probabilistic":[97],"model,":[98],"applicable":[99],"to":[100,168,200],"both":[101,182],"indoor":[102],"outdoor":[104],"scenarios.":[107,230],"Specifically,":[108],"propose":[110],"leveraging":[111],"two":[112],"accessible":[113],"pieces":[115],"input":[117],"model:":[122],"sparse":[123],"data":[126,172,212],"transmitter":[128],"locations,":[129],"respectively.":[130],"approach":[132],"enables":[133],"cost-effective":[134],"generation,":[137],"particularly":[138],"valuable":[139],"complex":[141],"scenarios":[142,180],"where":[143],"comprehensive":[145,190],"measurements":[146],"challenging.":[148],"To":[149],"ensure":[150],"training":[152,171],"diffusion-based":[156],"model":[157,199],"an":[159,220],"adaptable":[160],"map-based":[161],"prediction,":[162],"develop":[164],"ray-tracing-based":[166],"method":[167],"synthetically":[169],"collect":[170],"covering":[173],"wide":[175],"range":[176],"fine-grained":[178],"60":[183],"GHz":[184],"sub-6GHz":[186],"frequency":[187],"bands.":[188],"Through":[189],"evaluations,":[191],"demonstrate":[193],"feasibility":[195],"our":[197],"synthesize":[201],"high-quality":[202],"only":[206],"small":[208],"amount":[209],"measurement":[211],"access":[214],"point":[215],"locations":[216],"guidance,":[218],"achieving":[219],"accuracy":[221],"rate":[222],"over":[224],"95%":[225],"various":[227]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":9}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}