{"id":"https://openalex.org/W1876878732","doi":"https://doi.org/10.1155/2015/435391","title":"A Missing Sensor Data Estimation Algorithm Based on Temporal and Spatial Correlation","display_name":"A Missing Sensor Data Estimation Algorithm Based on Temporal and Spatial Correlation","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W1876878732","doi":"https://doi.org/10.1155/2015/435391","mag":"1876878732"},"language":"en","primary_location":{"id":"doi:10.1155/2015/435391","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2015/435391","pdf_url":null,"source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1155/2015/435391","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065842342","display_name":"Zhipeng Gao","orcid":"https://orcid.org/0000-0002-0563-6396"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhipeng Gao","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology,  Beijing University of Posts and Telecommunications,  Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology,  Beijing University of Posts and Telecommunications,  Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025821411","display_name":"Weijing Cheng","orcid":"https://orcid.org/0000-0003-1522-2653"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weijing Cheng","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology,  Beijing University of Posts and Telecommunications,  Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology,  Beijing University of Posts and Telecommunications,  Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042944721","display_name":"Xuesong Qiu","orcid":"https://orcid.org/0000-0002-7899-539X"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuesong Qiu","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology,  Beijing University of Posts and Telecommunications,  Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology,  Beijing University of Posts and Telecommunications,  Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100746917","display_name":"Luoming Meng","orcid":"https://orcid.org/0000-0002-1896-3230"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Luoming Meng","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology,  Beijing University of Posts and Telecommunications,  Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology,  Beijing University of Posts and Telecommunications,  Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I139759216"],"apc_list":{"value":2200,"currency":"USD","value_usd":2200},"apc_paid":{"value":2200,"currency":"USD","value_usd":2200},"fwci":3.7235,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.93573097,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"2015","issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9997000098228455,"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"}},{"id":"https://openalex.org/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.998199999332428,"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"}},{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9976000189781189,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8469381928443909},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.6910445094108582},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.6378599405288696},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6368517279624939},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5435178279876709},{"id":"https://openalex.org/keywords/spatial-correlation","display_name":"Spatial correlation","score":0.5220056176185608},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.5077303647994995},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4962518811225891},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.47404050827026367},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4715048372745514},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.46286118030548096},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.17373910546302795},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07522395253181458}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8469381928443909},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.6910445094108582},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.6378599405288696},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6368517279624939},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5435178279876709},{"id":"https://openalex.org/C150060386","wikidata":"https://www.wikidata.org/wiki/Q7574054","display_name":"Spatial correlation","level":2,"score":0.5220056176185608},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.5077303647994995},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4962518811225891},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.47404050827026367},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4715048372745514},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.46286118030548096},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.17373910546302795},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07522395253181458},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1155/2015/435391","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2015/435391","pdf_url":null,"source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:sae:intdis:v:11:y:2015:i:10:p:435391","is_oa":false,"landing_page_url":"https://journals.sagepub.com/doi/10.1155/2015/435391","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:95075b8ae4f54f62b557389951f50d87","is_oa":false,"landing_page_url":"https://doaj.org/article/95075b8ae4f54f62b557389951f50d87","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Distributed Sensor Networks, Vol 11 (2015)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2015/435391","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2015/435391","pdf_url":null,"source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1708908567","display_name":"\u9762\u5411\u670d\u52a1\u7684\u65e0\u7ebf\u4f20\u611f\u5668\u7f51\u7edc\u6545\u969c\u7ba1\u7406\u673a\u5236\u548c\u7b97\u6cd5","funder_award_id":"61272515","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2015041874","display_name":null,"funder_award_id":"61272515","funder_id":"https://openalex.org/F4320335442","funder_display_name":"Beijing Higher Education Young Elite Teacher Project"},{"id":"https://openalex.org/G353040556","display_name":null,"funder_award_id":"2015BAH03F02","funder_id":"https://openalex.org/F4320335442","funder_display_name":"Beijing Higher Education Young Elite Teacher Project"},{"id":"https://openalex.org/G3672490186","display_name":null,"funder_award_id":"61121061","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6467452819","display_name":null,"funder_award_id":"61121061","funder_id":"https://openalex.org/F4320335442","funder_display_name":"Beijing Higher Education Young Elite Teacher Project"},{"id":"https://openalex.org/G7748139171","display_name":null,"funder_award_id":"YETP0474","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8455313376","display_name":null,"funder_award_id":"YETP0474","funder_id":"https://openalex.org/F4320335442","funder_display_name":"Beijing Higher Education Young Elite Teacher Project"},{"id":"https://openalex.org/G8915466219","display_name":null,"funder_award_id":"2015BAH03F02","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335442","display_name":"Beijing Higher Education Young Elite Teacher Project","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2015131757","https://openalex.org/W2018742520","https://openalex.org/W2019796561","https://openalex.org/W2045531872","https://openalex.org/W2046651668","https://openalex.org/W2064385972","https://openalex.org/W2065823800","https://openalex.org/W2079743397","https://openalex.org/W2089411905","https://openalex.org/W2104275550","https://openalex.org/W2110240006","https://openalex.org/W2114009629","https://openalex.org/W2114557375","https://openalex.org/W2147316323","https://openalex.org/W2153259545","https://openalex.org/W2154721480","https://openalex.org/W2165155128","https://openalex.org/W2170239483","https://openalex.org/W2171959453","https://openalex.org/W2551685245","https://openalex.org/W4251807571"],"related_works":["https://openalex.org/W3024870410","https://openalex.org/W2410652950","https://openalex.org/W4380150146","https://openalex.org/W4283773154","https://openalex.org/W3139174110","https://openalex.org/W4289597203","https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W2950538088","https://openalex.org/W1993382516"],"abstract_inverted_index":{"In":[0],"wireless":[1,44],"sensor":[2,30,45,159],"network,":[3],"data":[4,35,76,89,146],"loss":[5],"is":[6,15,71],"inevitable":[7],"due":[8],"to":[9,26,52,73,133,142],"its":[10],"inherent":[11],"characteristics.":[12],"This":[13],"phenomenon":[14],"even":[16],"serious":[17],"in":[18,43,81,169],"some":[19],"situation":[20],"which":[21,110,148],"brings":[22],"a":[23,54,96],"big":[24],"challenge":[25],"the":[27,33,88,92,100,107,116,150,153,163],"applications":[28],"of":[29,115,152,171],"data.":[31],"However,":[32],"traditional":[34],"estimation":[36,49,172],"methods":[37],"can":[38],"not":[39],"be":[40],"directly":[41],"used":[42],"network":[46],"and":[47,66,99,113,126],"existing":[48,167],"algorithms":[50],"fail":[51],"provide":[53],"satisfactory":[55],"accuracy":[56,114],"or":[57],"have":[58],"high":[59],"complexity.":[60],"To":[61],"address":[62],"this":[63,82],"problem,":[64],"Temporal":[65],"Spatial":[67],"Correlation":[68],"Algorithm":[69],"(TSCA)":[70],"proposed":[72,164],"estimate":[74],"missing":[75,122],"as":[77,79,95,106],"accurately":[78],"possible":[80],"paper.":[83],"Firstly,":[84],"it":[85,120],"saves":[86],"all":[87],"sensed":[90],"at":[91],"same":[93],"time":[94,97],"series,":[98],"most":[101],"relevant":[102],"series":[103],"are":[104,131,139],"selected":[105],"analysis":[108],"sample,":[109],"improves":[111,149],"efficiency":[112],"algorithm":[117],"significantly.":[118],"Secondly,":[119],"estimates":[121],"values":[123],"from":[124],"temporal":[125],"spatial":[127],"dimensions.":[128,136],"Different":[129],"weights":[130],"assigned":[132],"these":[134],"two":[135,140],"Thirdly,":[137],"there":[138],"strategies":[141],"deal":[143],"with":[144],"severe":[145],"loss,":[147],"applicability":[151],"algorithm.":[154],"Simulation":[155],"results":[156],"on":[157],"different":[158],"datasets":[160],"verify":[161],"that":[162],"approach":[165],"outperforms":[166],"solutions":[168],"terms":[170],"accuracy.":[173]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
