{"id":"https://openalex.org/W4401210796","doi":"https://doi.org/10.1109/jiot.2024.3436574","title":"Robust Multidimensional Similarity Analysis for IoT Localization With <i>S</i>\u03b1<i>S</i> Distributed Errors","display_name":"Robust Multidimensional Similarity Analysis for IoT Localization With <i>S</i>\u03b1<i>S</i> Distributed Errors","publication_year":2024,"publication_date":"2024-08-01","ids":{"openalex":"https://openalex.org/W4401210796","doi":"https://doi.org/10.1109/jiot.2024.3436574"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2024.3436574","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3436574","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/A5070717522","display_name":"Wenxin Xiong","orcid":"https://orcid.org/0000-0001-8530-1053"},"institutions":[{"id":"https://openalex.org/I161046081","display_name":"University of Freiburg","ror":"https://ror.org/0245cg223","country_code":"DE","type":"education","lineage":["https://openalex.org/I161046081"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Wenxin Xiong","raw_affiliation_strings":["Department of Computer Science, University of Freiburg, Freiburg, Germany"],"raw_orcid":"https://orcid.org/0000-0001-8530-1053","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Freiburg, Freiburg, Germany","institution_ids":["https://openalex.org/I161046081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059048425","display_name":"Jiajun He","orcid":"https://orcid.org/0000-0003-4304-7354"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Jiajun He","raw_affiliation_strings":["Department of Electrical Engineering, City University of Hong Kong, Hong Kong, China"],"raw_orcid":"https://orcid.org/0000-0003-4304-7354","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, City University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101998253","display_name":"Keyuan Hu","orcid":"https://orcid.org/0009-0000-2729-1678"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Keyuan Hu","raw_affiliation_strings":["Department of Electrical Engineering, City University of Hong Kong, Hong Kong, China"],"raw_orcid":"https://orcid.org/0009-0000-2729-1678","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, City University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082563150","display_name":"Hing Cheung So","orcid":"https://orcid.org/0000-0001-8396-7898"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Hing Cheung So","raw_affiliation_strings":["Department of Electrical Engineering, City University of Hong Kong, Hong Kong, China"],"raw_orcid":"https://orcid.org/0000-0001-8396-7898","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, City University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056482307","display_name":"Chi-Sing Leung","orcid":"https://orcid.org/0000-0003-0962-6723"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Chi-Sing Leung","raw_affiliation_strings":["Department of Electrical Engineering, City University of Hong Kong, Hong Kong, China"],"raw_orcid":"https://orcid.org/0000-0003-0962-6723","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, City University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5070717522"],"corresponding_institution_ids":["https://openalex.org/I161046081"],"apc_list":null,"apc_paid":null,"fwci":0.6623,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.74166545,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"11","issue":"21","first_page":"35492","last_page":"35504"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.823199987411499,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.823199987411499,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.7770000100135803,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10057","display_name":"Face and Expression Recognition","score":0.7653999924659729,"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/computer-science","display_name":"Computer science","score":0.7922893166542053},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5526009798049927},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.4836638867855072},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4021199345588684},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3437017798423767}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7922893166542053},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5526009798049927},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.4836638867855072},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4021199345588684},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3437017798423767},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jiot.2024.3436574","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3436574","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"},{"id":"pmh:oai:freidok.uni-freiburg.de:264586","is_oa":false,"landing_page_url":"https://freidok.uni-freiburg.de/data/264586","pdf_url":null,"source":{"id":"https://openalex.org/S4306401057","display_name":"FreiDok plus (Universit\u00e4tsbibliothek Freiburg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I161046081","host_organization_name":"University of Freiburg","host_organization_lineage":["https://openalex.org/I161046081"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE internet of things journal. - 11, 21 (2024) , 35492-35504, ISSN: 2327-4662","raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6425441581","display_name":null,"funder_award_id":"R-IND25501","funder_id":"https://openalex.org/F4320333998","funder_display_name":"Shenzhen Research Institute, City University of Hong Kong"},{"id":"https://openalex.org/G8892100315","display_name":null,"funder_award_id":"CityU 11207922","funder_id":"https://openalex.org/F4320321592","funder_display_name":"Research Grants Council, University Grants Committee"}],"funders":[{"id":"https://openalex.org/F4320321592","display_name":"Research Grants Council, University Grants Committee","ror":"https://ror.org/00djwmt25"},{"id":"https://openalex.org/F4320333998","display_name":"Shenzhen Research Institute, City University of Hong Kong","ror":"https://ror.org/00xc0ma20"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W1492024128","https://openalex.org/W1996124770","https://openalex.org/W2004026774","https://openalex.org/W2014613182","https://openalex.org/W2032428744","https://openalex.org/W2046317813","https://openalex.org/W2075707868","https://openalex.org/W2107376953","https://openalex.org/W2117453669","https://openalex.org/W2118872830","https://openalex.org/W2121981033","https://openalex.org/W2124216931","https://openalex.org/W2133353795","https://openalex.org/W2145564799","https://openalex.org/W2210975171","https://openalex.org/W2539864613","https://openalex.org/W2585551302","https://openalex.org/W2740377138","https://openalex.org/W2768759593","https://openalex.org/W2778192313","https://openalex.org/W2785011264","https://openalex.org/W2790167672","https://openalex.org/W2793420696","https://openalex.org/W2805020273","https://openalex.org/W2884335026","https://openalex.org/W2888349895","https://openalex.org/W2898430976","https://openalex.org/W2900194949","https://openalex.org/W2924131686","https://openalex.org/W2952732400","https://openalex.org/W2962853966","https://openalex.org/W2963574945","https://openalex.org/W2964029185","https://openalex.org/W2964083363","https://openalex.org/W2995420159","https://openalex.org/W3005798370","https://openalex.org/W3007343725","https://openalex.org/W3021261347","https://openalex.org/W3086242280","https://openalex.org/W3111926903","https://openalex.org/W3170087444","https://openalex.org/W3199830583","https://openalex.org/W4210659589","https://openalex.org/W4210786856","https://openalex.org/W4211079158","https://openalex.org/W4250589301","https://openalex.org/W4288064469","https://openalex.org/W4292363360","https://openalex.org/W4294068638","https://openalex.org/W4312258136","https://openalex.org/W4328007324","https://openalex.org/W4365801602","https://openalex.org/W4379116671","https://openalex.org/W4385517044","https://openalex.org/W4386473202","https://openalex.org/W4392939492","https://openalex.org/W4400038576"],"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/W4395014643"],"abstract_inverted_index":{"Subspace":[0],"location":[1],"estimators":[2],"are":[3,21,122],"a":[4,26,209,227],"class":[5],"of":[6,30,41,43,73,100,108,176,215,220,230,239],"range-based":[7],"source":[8],"localization":[9,48],"(SL)":[10],"methods":[11],"built":[12],"upon":[13],"the":[14,39,52,70,75,90,106,117,166,174,216,237],"multidimensional":[15],"similarity":[16,91],"(MDS)":[17],"theory.":[18],"Since":[19],"they":[20],"computationally":[22],"lightweight":[23],"while":[24],"maintaining":[25],"reasonably":[27],"good":[28],"level":[29],"positioning":[31,243],"accuracy,":[32],"these":[33],"techniques":[34],"can":[35],"be":[36,59],"well-suited":[37],"for":[38,83,173,222],"context":[40],"Internet":[42],"Things":[44],"(IoT),":[45],"where":[46],"precise":[47],"is":[49,69,111],"necessary":[50],"but":[51],"on-device":[53],"computational":[54],"resources":[55],"turn":[56],"out":[57],"to":[58,114,130,163],"relatively":[60],"limited.":[61],"MDS":[62,86,167],"analysis":[63,229],"(MDSA),":[64],"in":[65,116,125],"signal":[66,76,137],"processing":[67],"terms,":[68],"statistical":[71],"process":[72],"disentangling":[74],"subspace":[77,242],"components":[78],"from":[79],"their":[80,112],"disturbance":[81],"counterparts":[82],"an":[84,194],"observed":[85],"matrix":[87,168],"that":[88],"measures":[89],"among":[92],"multiple":[93],"source-sensor":[94],"coordinate":[95],"differences.":[96],"A":[97],"prominent":[98],"drawback":[99],"traditional":[101],"MDSA":[102,192],"schemes":[103],"devised":[104],"under":[105],"assumption":[107],"Gaussian":[109],"noise":[110],"vulnerability":[113],"outliers":[115],"available":[118],"range-type":[119],"data,":[120],"which":[121,223],"frequently":[123],"encountered":[124],"IoT":[126],"SL":[127],"applications":[128],"due":[129],"adverse":[131],"environmental":[132],"factors":[133],"like":[134],"non":[135],"line-of-sight":[136],"propagation":[138],"and":[139,233],"interference.":[140],"In":[141],"this":[142],"contribution,":[143],"we":[144,190,224],"use":[145],"symmetric":[146],"<inline-formula":[147,154,181,195],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[148,155,182,196],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[149,156,183,197],"<tex-math":[150,157,184,198],"notation=\"LaTeX\">$\\alpha":[151],"$":[152],"</tex-math></inline-formula>-stable":[153],"notation=\"LaTeX\">$(S":[158],"\\alpha":[159,186],"S)$":[160],"</tex-math></inline-formula>":[161,188],"distributions":[162],"systematically":[164],"characterize":[165],"observation":[169],"errors,":[170],"thus":[171],"accounting":[172],"existence":[175],"outliers.":[177],"To":[178],"resist":[179],"against":[180],"notation=\"LaTeX\">$S":[185],"S$":[187],"disturbances,":[189],"cast":[191],"as":[193],"notation=\"LaTeX\">$\\ell":[199],"_{p}$":[200],"</tex-math></inline-formula>-norm-based":[201],"robust":[202,241],"low-rank":[203],"approximation":[204],"problem.":[205],"We":[206],"then":[207],"develop":[208],"practical":[210],"optimization":[211],"solution":[212],"by":[213],"means":[214],"alternating":[217],"direction":[218],"method":[219],"multipliers,":[221],"further":[225],"conduct":[226],"theoretical":[228],"convergence.":[231],"Simulations":[232],"real-world":[234],"experiments":[235],"confirm":[236],"feasibility":[238],"our":[240],"approach.":[244]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2024-08-02T00:00:00"}
