{"id":"https://openalex.org/W2521327407","doi":"https://doi.org/10.3390/s16091532","title":"Efficient Data Gathering Methods in Wireless Sensor Networks Using GBTR Matrix Completion","display_name":"Efficient Data Gathering Methods in Wireless Sensor Networks Using GBTR Matrix Completion","publication_year":2016,"publication_date":"2016-09-21","ids":{"openalex":"https://openalex.org/W2521327407","doi":"https://doi.org/10.3390/s16091532","mag":"2521327407","pmid":"https://pubmed.ncbi.nlm.nih.gov/27657085"},"language":"en","primary_location":{"id":"doi:10.3390/s16091532","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s16091532","pdf_url":"https://www.mdpi.com/1424-8220/16/9/1532/pdf?version=1474454041","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/16/9/1532/pdf?version=1474454041","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101658755","display_name":"Donghao Wang","orcid":"https://orcid.org/0000-0003-3038-8379"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Donghao Wang","raw_affiliation_strings":["School of Instrumentation Science and Opto-Electronics Engineering, Beihang University, Beijing 100191, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Instrumentation Science and Opto-Electronics Engineering, Beihang University, Beijing 100191, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100956985","display_name":"Jiangwen Wan","orcid":null},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiangwen Wan","raw_affiliation_strings":["School of Instrumentation Science and Opto-Electronics Engineering, Beihang University, Beijing 100191, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Instrumentation Science and Opto-Electronics Engineering, Beihang University, Beijing 100191, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084992793","display_name":"Zhipeng Nie","orcid":null},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhipeng Nie","raw_affiliation_strings":["School of Instrumentation Science and Opto-Electronics Engineering, Beihang University, Beijing 100191, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Instrumentation Science and Opto-Electronics Engineering, Beihang University, Beijing 100191, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015738855","display_name":"Qiang Zhang","orcid":"https://orcid.org/0000-0003-0078-8232"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiang Zhang","raw_affiliation_strings":["School of Instrumentation Science and Opto-Electronics Engineering, Beihang University, Beijing 100191, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Instrumentation Science and Opto-Electronics Engineering, Beihang University, Beijing 100191, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074728435","display_name":"Zhijie Fei","orcid":null},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhijie Fei","raw_affiliation_strings":["School of Instrumentation Science and Opto-Electronics Engineering, Beihang University, Beijing 100191, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Instrumentation Science and Opto-Electronics Engineering, Beihang University, Beijing 100191, China","institution_ids":["https://openalex.org/I82880672"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100956985"],"corresponding_institution_ids":["https://openalex.org/I82880672"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":0.6173,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.7005083,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"16","issue":"9","first_page":"1532","last_page":"1532"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9983000159263611,"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9980999827384949,"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":0.6566572189331055},{"id":"https://openalex.org/keywords/matrix-completion","display_name":"Matrix completion","score":0.607398271560669},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.558584988117218},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5498896837234497},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5217231512069702},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5139257907867432},{"id":"https://openalex.org/keywords/rate-of-convergence","display_name":"Rate of convergence","score":0.4990501403808594},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4987809658050537},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.45366790890693665},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.41439980268478394},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18084082007408142},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.16972211003303528},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.14123722910881042}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6566572189331055},{"id":"https://openalex.org/C2778459887","wikidata":"https://www.wikidata.org/wiki/Q6787865","display_name":"Matrix completion","level":3,"score":0.607398271560669},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.558584988117218},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5498896837234497},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5217231512069702},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5139257907867432},{"id":"https://openalex.org/C57869625","wikidata":"https://www.wikidata.org/wiki/Q1783502","display_name":"Rate of convergence","level":3,"score":0.4990501403808594},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4987809658050537},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.45366790890693665},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.41439980268478394},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18084082007408142},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.16972211003303528},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.14123722910881042},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/s16091532","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s16091532","pdf_url":"https://www.mdpi.com/1424-8220/16/9/1532/pdf?version=1474454041","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:27657085","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/27657085","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:0f711c57ea93445aba2a02d4ce7813d2","is_oa":true,"landing_page_url":"https://doaj.org/article/0f711c57ea93445aba2a02d4ce7813d2","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 16, Iss 9, p 1532 (2016)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/16/9/1532/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s16091532","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 16; Issue 9; Pages: 1532","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:5038805","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5038805","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s16091532","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s16091532","pdf_url":"https://www.mdpi.com/1424-8220/16/9/1532/pdf?version=1474454041","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.9100000262260437,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G1804876312","display_name":null,"funder_award_id":"No. 61371135","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4008503107","display_name":null,"funder_award_id":"No.61371135","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4359624912","display_name":"\u79fb\u52a8\u65e0\u7ebf\u4f20\u611f\u7f51\u7684\u6297\u653b\u51fb\u5b9a\u4f4d\u4e0e\u4f4d\u7f6e\u6c42\u7cbe\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61371135","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G564947085","display_name":null,"funder_award_id":"2016-04","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/F4320321125","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2521327407.pdf","grobid_xml":"https://content.openalex.org/works/W2521327407.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W1969698720","https://openalex.org/W1970266075","https://openalex.org/W1997819656","https://openalex.org/W2007822845","https://openalex.org/W2016918622","https://openalex.org/W2026198955","https://openalex.org/W2060595603","https://openalex.org/W2070833824","https://openalex.org/W2076261573","https://openalex.org/W2077318038","https://openalex.org/W2082633388","https://openalex.org/W2093701766","https://openalex.org/W2101491865","https://openalex.org/W2103972604","https://openalex.org/W2106335692","https://openalex.org/W2117368434","https://openalex.org/W2123241700","https://openalex.org/W2123820440","https://openalex.org/W2124608575","https://openalex.org/W2139515706","https://openalex.org/W2145096794","https://openalex.org/W2164278908","https://openalex.org/W2170962921","https://openalex.org/W2296616510","https://openalex.org/W2339666411","https://openalex.org/W2611328865","https://openalex.org/W4250955649","https://openalex.org/W4292363360","https://openalex.org/W4312258136","https://openalex.org/W6703697878"],"related_works":["https://openalex.org/W2994409951","https://openalex.org/W4293326902","https://openalex.org/W2604249670","https://openalex.org/W2953063457","https://openalex.org/W2186048469","https://openalex.org/W1975451135","https://openalex.org/W3115944395","https://openalex.org/W2110485207","https://openalex.org/W4312329612","https://openalex.org/W4226496766"],"abstract_inverted_index":{"To":[0],"obtain":[1,116],"efficient":[2],"data":[3,31,136],"gathering":[4],"methods":[5],"for":[6,135],"wireless":[7],"sensor":[8],"networks":[9],"(WSNs),":[10],"a":[11,39,106],"novel":[12],"graph":[13,24],"based":[14,25],"transform":[15,26],"regularized":[16],"(GBTR)":[17],"matrix":[18,44],"completion":[19,45],"algorithm":[20,50,85],"is":[21,32,35,76],"proposed.":[22],"The":[23,47,109],"sparsity":[27],"of":[28,56,72,81,91,131],"the":[29,43,52,65,70,73,79,83,89,113,129,132],"sensed":[30],"explored,":[33],"which":[34],"also":[36],"considered":[37],"as":[38,102,104],"penalty":[40],"term":[41],"in":[42,59,139,141],"problem.":[46,68],"proposed":[48,114,126],"GBTR-ADMM":[49],"utilizes":[51],"alternating":[53],"direction":[54],"method":[55,75],"multipliers":[57],"(ADMM)":[58],"an":[60],"iterative":[61],"procedure":[62],"to":[63,78,87,143],"solve":[64],"constrained":[66],"optimization":[67],"Since":[69],"performance":[71],"ADMM":[74],"sensitive":[77],"number":[80],"constraints,":[82],"GBTR-A2DM2":[84,93],"obtained":[86],"accelerate":[88],"convergence":[90,146],"GBTR-ADMM.":[92],"benefits":[94],"from":[95],"merging":[96],"two":[97],"constraint":[98],"conditions":[99],"into":[100],"one":[101],"well":[103],"using":[105],"restart":[107],"rule.":[108],"theoretical":[110],"analysis":[111],"shows":[112],"algorithms":[115,127,134],"satisfactory":[117],"time":[118],"complexity.":[119],"Extensive":[120],"simulation":[121],"results":[122],"verify":[123],"that":[124],"our":[125],"outperform":[128],"state":[130],"art":[133],"collection":[137],"problems":[138],"WSNs":[140],"respect":[142],"recovery":[144],"accuracy,":[145],"rate,":[147],"and":[148],"energy":[149],"consumption.":[150]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-06-06T09:05:17.133730","created_date":"2025-10-10T00:00:00"}