{"id":"https://openalex.org/W4414603388","doi":"https://doi.org/10.1109/jiot.2025.3614999","title":"Enhance UWB Performance Using Dynamic AI-Enabled Approach","display_name":"Enhance UWB Performance Using Dynamic AI-Enabled Approach","publication_year":2025,"publication_date":"2025-09-29","ids":{"openalex":"https://openalex.org/W4414603388","doi":"https://doi.org/10.1109/jiot.2025.3614999"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2025.3614999","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3614999","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Internet of Things Journal","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/A5100432158","display_name":"Xu He","orcid":"https://orcid.org/0000-0002-7032-6618"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu He","raw_affiliation_strings":["School of Instrument Science and Engineering, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-7032-6618","affiliations":[{"raw_affiliation_string":"School of Instrument Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101508917","display_name":"Xiaolin Meng","orcid":"https://orcid.org/0000-0003-2440-8054"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaolin Meng","raw_affiliation_strings":["School of Instrument Science and Engineering, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0003-2440-8054","affiliations":[{"raw_affiliation_string":"School of Instrument Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026383998","display_name":"Lingfei Mo","orcid":"https://orcid.org/0000-0002-8561-9122"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingfei Mo","raw_affiliation_strings":["School of Instrument Science and Engineering, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-8561-9122","affiliations":[{"raw_affiliation_string":"School of Instrument Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004820785","display_name":"Fanxing Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fanxing Yang","raw_affiliation_strings":["School of Instrument Science and Engineering, Southeast University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Instrument Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029001443","display_name":"Youdong Zhang","orcid":"https://orcid.org/0009-0000-8587-1777"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Youdong Zhang","raw_affiliation_strings":["School of Instrument Science and Engineering, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0009-0000-8587-1777","affiliations":[{"raw_affiliation_string":"School of Instrument Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038042965","display_name":"Yue Wu","orcid":"https://orcid.org/0000-0001-8032-706X"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Wu","raw_affiliation_strings":["School of Instrument Science and Engineering, Southeast University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Instrument Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I76569877"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22059246,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":"24","first_page":"52474","last_page":"52487"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12024","display_name":"Ultra-Wideband Communications Technology","score":0.9991999864578247,"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/T12024","display_name":"Ultra-Wideband Communications Technology","score":0.9991999864578247,"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/T10069","display_name":"Antenna Design and Analysis","score":0.9825999736785889,"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/T10901","display_name":"Advanced Data Compression Techniques","score":0.967199981212616,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/ranging","display_name":"Ranging","score":0.9508000016212463},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5450000166893005},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4580000042915344},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4117000102996826},{"id":"https://openalex.org/keywords/impulse-radio","display_name":"Impulse radio","score":0.3797000050544739},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.3671000003814697},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.36329999566078186},{"id":"https://openalex.org/keywords/ultra-wideband","display_name":"Ultra-wideband","score":0.35249999165534973}],"concepts":[{"id":"https://openalex.org/C115051666","wikidata":"https://www.wikidata.org/wiki/Q6522493","display_name":"Ranging","level":2,"score":0.9508000016212463},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8224999904632568},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5450000166893005},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4580000042915344},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4117000102996826},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3853999972343445},{"id":"https://openalex.org/C2988552953","wikidata":"https://www.wikidata.org/wiki/Q851424","display_name":"Impulse radio","level":3,"score":0.3797000050544739},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.3671000003814697},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.36329999566078186},{"id":"https://openalex.org/C21916231","wikidata":"https://www.wikidata.org/wiki/Q851424","display_name":"Ultra-wideband","level":2,"score":0.35249999165534973},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34709998965263367},{"id":"https://openalex.org/C2778603505","wikidata":"https://www.wikidata.org/wiki/Q17141406","display_name":"Positioning system","level":3,"score":0.33739998936653137},{"id":"https://openalex.org/C70836080","wikidata":"https://www.wikidata.org/wiki/Q837940","display_name":"Impulse (physics)","level":2,"score":0.3052000105381012},{"id":"https://openalex.org/C72279823","wikidata":"https://www.wikidata.org/wiki/Q1139726","display_name":"Impulse response","level":2,"score":0.28139999508857727},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.2806999981403351},{"id":"https://openalex.org/C2780023022","wikidata":"https://www.wikidata.org/wiki/Q1338171","display_name":"Compensation (psychology)","level":2,"score":0.2775999903678894},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.27320000529289246},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2694000005722046},{"id":"https://openalex.org/C2778915421","wikidata":"https://www.wikidata.org/wiki/Q3643177","display_name":"Performance improvement","level":2,"score":0.2581000030040741}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2025.3614999","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3614999","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3438823085","display_name":null,"funder_award_id":"SJCX24_0067","funder_id":"https://openalex.org/F4320327780","funder_display_name":"Key Research and Development Program of Jiangxi Province"},{"id":"https://openalex.org/G7096381377","display_name":null,"funder_award_id":"BK20243064","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"},{"id":"https://openalex.org/G8342885004","display_name":null,"funder_award_id":"2020YFD1100202","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320327780","display_name":"Key Research and Development Program of Jiangxi Province","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W2005126631","https://openalex.org/W2793043725","https://openalex.org/W2936887342","https://openalex.org/W2962677625","https://openalex.org/W2963393494","https://openalex.org/W2963566952","https://openalex.org/W2963870605","https://openalex.org/W2996184925","https://openalex.org/W3001458529","https://openalex.org/W3033032209","https://openalex.org/W3035424951","https://openalex.org/W3045859024","https://openalex.org/W3088020640","https://openalex.org/W3106678532","https://openalex.org/W3109269658","https://openalex.org/W3204647170","https://openalex.org/W4214841623","https://openalex.org/W4224217417","https://openalex.org/W4285293905","https://openalex.org/W4293704597","https://openalex.org/W4295308542","https://openalex.org/W4312649017","https://openalex.org/W4312939894","https://openalex.org/W4322768901","https://openalex.org/W4362011099","https://openalex.org/W4367277064","https://openalex.org/W4387682179","https://openalex.org/W4388691938","https://openalex.org/W4390534654","https://openalex.org/W4391528289","https://openalex.org/W4394595567","https://openalex.org/W4394805701","https://openalex.org/W4400072059","https://openalex.org/W4400913393","https://openalex.org/W4401023556","https://openalex.org/W4401870949","https://openalex.org/W4404847737","https://openalex.org/W4406028241","https://openalex.org/W4409659420","https://openalex.org/W6940877256"],"related_works":[],"abstract_inverted_index":{"Developing":[0],"more":[1],"intelligent":[2],"instrument":[3],"via":[4],"Artificial":[5],"Intelligence":[6],"(AI)":[7],"is":[8,25,211],"highly":[9],"valuable.":[10],"Ultra-Wide":[11],"Band":[12],"(UWB),":[13],"with":[14,31,159],"rich":[15],"Radio":[16],"Frequency":[17],"(RF)":[18],"and":[19,53,122,155,172,180],"Channel":[20],"Impulse":[21],"Response":[22],"(CIR)":[23],"features,":[24],"widely":[26],"favored":[27],"in":[28,87,120,126,150,178],"geospatial":[29],"applications":[30],"AI-based":[32],"enhancement.":[33],"This":[34,56],"paper":[35],"presents":[36],"an":[37],"AI-enhanced":[38],"UWB":[39,59,115,130,146,167],"solution":[40],"using":[41,102],"a":[42,64,75,169,186],"Dynamic":[43,57],"Neural":[44],"Network":[45],"(DNN)":[46],"approach,":[47],"for":[48,81,213],"the":[49,70,117,152,160,181],"improvement":[50],"of":[51,175],"ranging":[52,83,121,127,133],"positioning":[54,123,157,191],"performance.":[55,193],"AI-enabled":[58,216],"(DAI":[60],"UWB)":[61],"solution,":[62],"employs":[63],"pretrained":[65],"channel":[66,176],"estimation":[67,177],"model":[68],"as":[69],"policy":[71],"network":[72,79],"to":[73,93,189,202],"adjust":[74],"changeable":[76],"error":[77,84,134],"fitting":[78],"structure":[80],"efficient":[82],"compensation.":[85],"Tested":[86],"various":[88],"complex":[89],"indoor-outdoor":[90],"environments":[91],"(up":[92],"about":[94],"110":[95],"meters),":[96],"DAI":[97,114,129,145,166,198],"UWB\u2019s":[98,199],"performance":[99],"was":[100],"evaluated":[101],"mixed":[103],"Line-of-Sight":[104],"(LOS)":[105],"/":[106],"Non-Line-of-Sight":[107],"(NLOS)":[108],"datasets.":[109],"Comparative":[110],"results":[111],"indicate":[112],"that":[113,197],"outperforms":[116],"state-of-the-art":[118],"baselines":[119,149],"stability.":[124],"Specifically,":[125],"tasks,":[128],"performs":[131],"outstanding":[132],"compensation":[135],"while":[136],"reducing":[137],"computational":[138],"waste":[139],"through":[140,207],"dynamic":[141,208],"inference":[142],"routing.":[143],"Moreover,":[144],"surpasses":[147],"all":[148],"providing":[151],"most":[153,161],"stable":[154],"accurate":[156],"results,":[158],"robust":[162],"statistical":[163],"significance.":[164],"Additionally,":[165],"achieved":[168],"92.8%":[170],"accuracy":[171,174],"93.5%":[173],"real-world":[179],"public":[182],"benchmark":[183],"tests,":[184],"playing":[185],"positive":[187],"role":[188],"boost":[190],"system":[192],"Furthermore,":[194],"we":[195],"believe":[196],"\u201cteaching":[200],"according":[201],"students\u2019":[203],"aptitude\u201d":[204],"design":[205],"philosophy":[206],"AI":[209],"methods":[210],"instructive":[212],"developing":[214],"other":[215],"advanced":[217],"instruments.":[218]},"counts_by_year":[],"updated_date":"2025-12-11T23:09:37.256380","created_date":"2025-10-10T00:00:00"}