{"id":"https://openalex.org/W7084094103","doi":"https://doi.org/10.1109/infocomwkshps65812.2025.11153005","title":"A Gaussian Splatting Approach to Continuous Radio Map Construction","display_name":"A Gaussian Splatting Approach to Continuous Radio Map Construction","publication_year":2025,"publication_date":"2025-05-19","ids":{"openalex":"https://openalex.org/W7084094103","doi":"https://doi.org/10.1109/infocomwkshps65812.2025.11153005"},"language":"en","primary_location":{"id":"doi:10.1109/infocomwkshps65812.2025.11153005","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocomwkshps65812.2025.11153005","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2025 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","raw_type":"proceedings-article"},"type":"conference-paper","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":"Anthony Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anthony Chen","raw_affiliation_strings":["Auburn University,Department of Electrical and Computer Engineering,Auburn,AL,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Auburn University,Department of Electrical and Computer Engineering,Auburn,AL,USA","institution_ids":["https://openalex.org/I82497590"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Shiwen Mao","orcid":null},"institutions":[{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shiwen Mao","raw_affiliation_strings":["Auburn University,Department of Electrical and Computer Engineering,Auburn,AL,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Auburn University,Department of Electrical and Computer Engineering,Auburn,AL,USA","institution_ids":["https://openalex.org/I82497590"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zhu Li","orcid":null},"institutions":[{"id":"https://openalex.org/I75421653","display_name":"University of Missouri\u2013Kansas City","ror":"https://ror.org/01w0d5g70","country_code":"US","type":"education","lineage":["https://openalex.org/I75421653"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhu Li","raw_affiliation_strings":["University of Missouri,Department of Computer Science and Electrical Engineering,Kansas City,MO,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Missouri,Department of Computer Science and Electrical Engineering,Kansas City,MO,USA","institution_ids":["https://openalex.org/I75421653"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Hongliang Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Hongliang Zhang","raw_affiliation_strings":["School of Computer Science and Engineering, Nanyang Technological University,Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University,Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Dusit Niyato","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":"Dusit Niyato","raw_affiliation_strings":["School of Electronics, Peking University,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics, Peking University,Beijing,China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"last","author":{"id":null,"display_name":"Zhu Han","orcid":null},"institutions":[{"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":["US"],"is_corresponding":false,"raw_author_name":"Zhu Han","raw_affiliation_strings":["University of Houston,Department of Electrical and Computer Engineering,TX,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Houston,Department of Electrical and Computer Engineering,TX,USA","institution_ids":["https://openalex.org/I44461941"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T10255","display_name":"Oceanographic and Atmospheric Processes","score":0.960099995136261,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10255","display_name":"Oceanographic and Atmospheric Processes","score":0.960099995136261,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12142","display_name":"Marine Invertebrate Physiology and Ecology","score":0.008299999870359898,"subfield":{"id":"https://openalex.org/subfields/1911","display_name":"Paleontology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10017","display_name":"Geology and Paleoclimatology Research","score":0.003800000064074993,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cognitive-radio","display_name":"Cognitive radio","score":0.6654999852180481},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5091999769210815},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.3935999870300293},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.38359999656677246},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.37209999561309814},{"id":"https://openalex.org/keywords/gaussian-process","display_name":"Gaussian process","score":0.36480000615119934},{"id":"https://openalex.org/keywords/radio-frequency","display_name":"Radio frequency","score":0.3425000011920929},{"id":"https://openalex.org/keywords/remote-radio-head","display_name":"Remote radio head","score":0.3285999894142151}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7458000183105469},{"id":"https://openalex.org/C149946192","wikidata":"https://www.wikidata.org/wiki/Q3235733","display_name":"Cognitive radio","level":3,"score":0.6654999852180481},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5091999769210815},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4359000027179718},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4189000129699707},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.3935999870300293},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.38359999656677246},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.37209999561309814},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.36480000615119934},{"id":"https://openalex.org/C74064498","wikidata":"https://www.wikidata.org/wiki/Q3396184","display_name":"Radio frequency","level":2,"score":0.3425000011920929},{"id":"https://openalex.org/C101541887","wikidata":"https://www.wikidata.org/wiki/Q1555675","display_name":"Remote radio head","level":4,"score":0.3285999894142151},{"id":"https://openalex.org/C2385561","wikidata":"https://www.wikidata.org/wiki/Q45432","display_name":"RSS","level":2,"score":0.31610000133514404},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3111000061035156},{"id":"https://openalex.org/C2777826928","wikidata":"https://www.wikidata.org/wiki/Q3745713","display_name":"Fingerprint (computing)","level":2,"score":0.3093999922275543},{"id":"https://openalex.org/C116544410","wikidata":"https://www.wikidata.org/wiki/Q1478122","display_name":"Shadow mapping","level":2,"score":0.2939999997615814},{"id":"https://openalex.org/C124066611","wikidata":"https://www.wikidata.org/wiki/Q28684319","display_name":"Sparse approximation","level":2,"score":0.2827000021934509},{"id":"https://openalex.org/C169334058","wikidata":"https://www.wikidata.org/wiki/Q353292","display_name":"Additive white Gaussian noise","level":3,"score":0.27309998869895935},{"id":"https://openalex.org/C76843793","wikidata":"https://www.wikidata.org/wiki/Q1474701","display_name":"Radio propagation model","level":3,"score":0.2721000015735626},{"id":"https://openalex.org/C58911810","wikidata":"https://www.wikidata.org/wiki/Q273623","display_name":"Radio broadcasting","level":2,"score":0.2531000077724457},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.2522999942302704}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/infocomwkshps65812.2025.11153005","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocomwkshps65812.2025.11153005","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2025 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.4326529800891876,"id":"https://metadata.un.org/sdg/11"},{"display_name":"Climate action","score":0.42367079854011536,"id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2786680298","https://openalex.org/W2997387466","https://openalex.org/W3027934792","https://openalex.org/W3088141759","https://openalex.org/W3094539441","https://openalex.org/W4316661003","https://openalex.org/W4361029849","https://openalex.org/W4378365312","https://openalex.org/W4385318467","https://openalex.org/W4387382611","https://openalex.org/W4387430923","https://openalex.org/W4393248012","https://openalex.org/W4400488979","https://openalex.org/W4402727915","https://openalex.org/W4403780676"],"related_works":[],"abstract_inverted_index":{"Spectrum":[0],"sensing":[1],"and":[2,14,78],"radio":[3,13,39,87,120,144],"map":[4,40,88],"generation,":[5],"originally":[6,103],"motivated":[7],"by":[8],"earlier":[9],"studies":[10],"on":[11],"cognitive":[12],"dynamic":[15],"spectrum":[16],"access,":[17],"have":[18],"received":[19],"increasing":[20],"interest":[21],"recently,":[22],"for":[23,89,131],"enhancing":[24],"the":[25,62,90,127],"performance":[26],"of":[27,69,129,140,143],"5G/6G":[28],"wireless":[29,132],"networks.":[30],"In":[31],"this":[32],"paper,":[33],"we":[34],"propose":[35],"a":[36,67,80,85],"novel":[37],"continuous":[38,86],"generation":[41],"method,":[42],"which":[43,101],"utilizes":[44],"an":[45,95],"effective":[46,96],"3D":[47,111],"scene":[48],"representation":[49],"technique,":[50],"known":[51],"as":[52],"Gaussian":[53],"Splatting":[54],"(GS).":[55],"GS":[56,130],"has":[57],"been":[58],"gaining":[59],"traction":[60],"in":[61],"VR/AR":[63],"community.":[64],"We":[65,93],"utilize":[66],"collection":[68],"sparse":[70,114],"WiFi":[71,115],"Received":[72],"Signal":[73],"Strength":[74],"Indicator":[75],"(RSSI)":[76],"samples,":[77],"apply":[79,99],"2DGS":[81],"process":[82],"to":[83,98,105,109,113,118],"generate":[84,110,119],"service":[91],"area.":[92],"develop":[94],"approach":[97],"GS,":[100],"was":[102],"designed":[104],"work":[106,123],"with":[107,146],"images":[108],"scenes,":[112],"fingerprint":[116],"measurements":[117],"maps.":[121],"Our":[122],"not":[124],"only":[125],"validates":[126],"feasibility":[128],"fingerprinting,":[133],"but":[134],"also":[135],"demonstrates":[136],"its":[137],"high":[138,147],"efficacy":[139],"rapid":[141],"construction":[142],"maps":[145],"fidelity.":[148]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
