{"id":"https://openalex.org/W1983409070","doi":"https://doi.org/10.1109/tim.2012.2216476","title":"A Novel Localization Algorithm Based on Isomap and Partial Least Squares for Wireless Sensor Networks","display_name":"A Novel Localization Algorithm Based on Isomap and Partial Least Squares for Wireless Sensor Networks","publication_year":2012,"publication_date":"2012-09-14","ids":{"openalex":"https://openalex.org/W1983409070","doi":"https://doi.org/10.1109/tim.2012.2216476","mag":"1983409070"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2012.2216476","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2012.2216476","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Transactions on Instrumentation and Measurement","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/A5100751121","display_name":"Bing Li","orcid":"https://orcid.org/0000-0002-4780-1708"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bing Li","raw_affiliation_strings":["Department of Automobile Engineering, College of Hunan Mechanical and Electrical Polytechnic, Changsha, China","Coll. of Electr. & Inf. Eng., Hunan Univ., Changsha, , China"],"affiliations":[{"raw_affiliation_string":"Department of Automobile Engineering, College of Hunan Mechanical and Electrical Polytechnic, Changsha, China","institution_ids":[]},{"raw_affiliation_string":"Coll. of Electr. & Inf. Eng., Hunan Univ., Changsha, , China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101531153","display_name":"Yigang He","orcid":"https://orcid.org/0000-0002-9731-0501"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yigang He","raw_affiliation_strings":["School of Electrical and Automation Engineering, Hefei University of Technology, Hefei, China","Sch. of Electr. & Autom. Eng., Hefei Univ. of Technol., Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Automation Engineering, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]},{"raw_affiliation_string":"Sch. of Electr. & Autom. Eng., Hefei Univ. of Technol., Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Fengming Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I173759888","display_name":"Hunan Normal University","ror":"https://ror.org/053w1zy07","country_code":"CN","type":"education","lineage":["https://openalex.org/I173759888"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengming Guo","raw_affiliation_strings":["Department of Automobile Engineering, College of Hunan Mechanical and Electrical Polytechnic, Changsha, China","Hunan Normal Univ., Changsha (China)"],"affiliations":[{"raw_affiliation_string":"Department of Automobile Engineering, College of Hunan Mechanical and Electrical Polytechnic, Changsha, China","institution_ids":[]},{"raw_affiliation_string":"Hunan Normal Univ., Changsha (China)","institution_ids":["https://openalex.org/I173759888"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090363951","display_name":"Lei Zuo","orcid":"https://orcid.org/0000-0002-7478-3648"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Zuo","raw_affiliation_strings":["Hunan University, Changsha, China","Hunan University,Changsha,China"],"affiliations":[{"raw_affiliation_string":"Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]},{"raw_affiliation_string":"Hunan University,Changsha,China","institution_ids":["https://openalex.org/I16609230"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100751121"],"corresponding_institution_ids":["https://openalex.org/I16609230"],"apc_list":null,"apc_paid":null,"fwci":2.9961,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.91361682,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"62","issue":"2","first_page":"304","last_page":"314"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9998999834060669,"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":0.9998999834060669,"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/T10534","display_name":"Structural Health Monitoring Techniques","score":0.9905999898910522,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.9904999732971191,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/isomap","display_name":"Isomap","score":0.9859338402748108},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6463071703910828},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.5647512078285217},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5329061150550842},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5169198513031006},{"id":"https://openalex.org/keywords/nonlinear-dimensionality-reduction","display_name":"Nonlinear dimensionality reduction","score":0.46643948554992676},{"id":"https://openalex.org/keywords/data-point","display_name":"Data point","score":0.4592047333717346},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4260074496269226},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40027332305908203},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3595646321773529},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3319973349571228},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.22454077005386353}],"concepts":[{"id":"https://openalex.org/C2778626561","wikidata":"https://www.wikidata.org/wiki/Q6086067","display_name":"Isomap","level":4,"score":0.9859338402748108},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6463071703910828},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.5647512078285217},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5329061150550842},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5169198513031006},{"id":"https://openalex.org/C151876577","wikidata":"https://www.wikidata.org/wiki/Q7049464","display_name":"Nonlinear dimensionality reduction","level":3,"score":0.46643948554992676},{"id":"https://openalex.org/C21080849","wikidata":"https://www.wikidata.org/wiki/Q13611879","display_name":"Data point","level":2,"score":0.4592047333717346},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4260074496269226},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40027332305908203},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3595646321773529},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3319973349571228},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.22454077005386353},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2012.2216476","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2012.2216476","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Transactions on Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W596641151","https://openalex.org/W621271578","https://openalex.org/W1510073064","https://openalex.org/W1587720067","https://openalex.org/W1932124839","https://openalex.org/W1966347620","https://openalex.org/W1986445760","https://openalex.org/W1988543519","https://openalex.org/W2017588182","https://openalex.org/W2030547722","https://openalex.org/W2041303381","https://openalex.org/W2049494160","https://openalex.org/W2056376561","https://openalex.org/W2070503827","https://openalex.org/W2087883561","https://openalex.org/W2093402979","https://openalex.org/W2106261996","https://openalex.org/W2111181969","https://openalex.org/W2113065846","https://openalex.org/W2114013059","https://openalex.org/W2126849752","https://openalex.org/W2127233871","https://openalex.org/W2128912792","https://openalex.org/W2143603478","https://openalex.org/W2143667229","https://openalex.org/W2154063698","https://openalex.org/W2158628991","https://openalex.org/W2158863190","https://openalex.org/W2159466655","https://openalex.org/W2165295831","https://openalex.org/W2170207829","https://openalex.org/W2537636977","https://openalex.org/W2612972698","https://openalex.org/W3022413497","https://openalex.org/W4205380271","https://openalex.org/W4239597584","https://openalex.org/W6683364717"],"related_works":["https://openalex.org/W2123981743","https://openalex.org/W2153105632","https://openalex.org/W2162490024","https://openalex.org/W2140492997","https://openalex.org/W2065819987","https://openalex.org/W2094462140","https://openalex.org/W145164334","https://openalex.org/W2623252221","https://openalex.org/W625055723","https://openalex.org/W1504224003"],"abstract_inverted_index":{"Node":[0],"localization":[1,35,48],"is":[2],"a":[3,17,28,42,105,110],"main":[4],"application":[5],"of":[6,23,34,70,86,92],"wireless":[7],"sensor":[8],"networks.":[9],"However,":[10],"the":[11,21,32,59,67,77,82,89,101,124,134],"measurement":[12],"error":[13],"and":[14,26,116,123,129,144],"noise":[15,90],"in":[16],"real":[18],"environment":[19],"make":[20],"positioning":[22,142],"information":[24],"nonlinear":[25],"have":[27],"great":[29],"effect":[30],"on":[31,51],"performance":[33],"methods.":[36],"In":[37],"this":[38],"paper,":[39],"we":[40,75],"propose":[41],"novel":[43],"isometric":[44],"mapping":[45],"(Isomap)":[46],"node":[47],"algorithm":[49,136],"based":[50],"partial":[52],"least":[53,98],"squares":[54],"(PLS-Isomap).":[55],"For":[56],"topological":[57,139],"stability,":[58,140],"critical":[60],"outlier":[61],"points":[62],"are":[63],"eliminated":[64],"by":[65,97],"comparing":[66],"contribution":[68],"rate":[69],"all":[71],"data":[72,118],"points.":[73,119],"Then,":[74],"employ":[76],"PLS":[78,87],"method":[79,107],"to":[80,108],"solve":[81],"Isomap.":[83],"The":[84],"adoption":[85],"reduces":[88],"sensitivity":[91],"Isomap,":[93],"which":[94],"achieves":[95],"solution":[96],"squares.":[99],"Moreover,":[100],"proposed":[102],"approach":[103],"applies":[104],"projection":[106],"construct":[109],"new":[111,115],"kernel":[112],"matrix":[113],"between":[114],"original":[117],"Compared":[120],"with":[121],"Isomap":[122],"multidimensional":[125],"scale":[126],"method,":[127],"experimental":[128],"simulation":[130],"results":[131],"indicate":[132],"that":[133],"PLS-Isomap":[135],"has":[137],"good":[138],"robustness,":[141],"accuracy,":[143],"lower":[145],"computational":[146],"complexity.":[147]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}