{"id":"https://openalex.org/W1970732695","doi":"https://doi.org/10.1109/lcomm.2014.2371998","title":"Partial Matrix Completion Algorithm for Efficient Data Gathering in Wireless Sensor Networks","display_name":"Partial Matrix Completion Algorithm for Efficient Data Gathering in Wireless Sensor Networks","publication_year":2014,"publication_date":"2014-11-20","ids":{"openalex":"https://openalex.org/W1970732695","doi":"https://doi.org/10.1109/lcomm.2014.2371998","mag":"1970732695"},"language":"en","primary_location":{"id":"doi:10.1109/lcomm.2014.2371998","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcomm.2014.2371998","pdf_url":null,"source":{"id":"https://openalex.org/S147316732","display_name":"IEEE Communications Letters","issn_l":"1089-7798","issn":["1089-7798","1558-2558","2373-7891"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","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 Communications Letters","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/A5079954734","display_name":"Kefu Yi","orcid":"https://orcid.org/0000-0003-3569-5650"},"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":"Kefu Yi","raw_affiliation_strings":["School of Instrumentation Science and Opto-Electronics Engineering, Beihang University, Beijing, China","[Sch. of Instrum. Sci. & Optoelectron. Eng., Beihang Univ., Beijing, China]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Instrumentation Science and Opto-Electronics Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"[Sch. of Instrum. Sci. & Optoelectron. Eng., Beihang Univ., Beijing, 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":false,"raw_author_name":"Jiangwen Wan","raw_affiliation_strings":["School of Instrumentation Science and Opto-Electronics Engineering, Beihang University, Beijing, China","[Sch. of Instrum. Sci. & Optoelectron. Eng., Beihang Univ., Beijing, China]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Instrumentation Science and Opto-Electronics Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"[Sch. of Instrum. Sci. & Optoelectron. Eng., Beihang Univ., Beijing, China]","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101841205","display_name":"Lei Yao","orcid":"https://orcid.org/0000-0003-0324-6148"},"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":"Lei Yao","raw_affiliation_strings":["School of Instrumentation Science and Opto-Electronics Engineering, Beihang University, Beijing, China","[Sch. of Instrum. Sci. & Optoelectron. Eng., Beihang Univ., Beijing, China]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Instrumentation Science and Opto-Electronics Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"[Sch. of Instrum. Sci. & Optoelectron. Eng., Beihang Univ., Beijing, China]","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036117993","display_name":"Tianyue Bao","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":"Tianyue Bao","raw_affiliation_strings":["School of Instrumentation Science and Opto-Electronics Engineering, Beihang University, Beijing, China","[Sch. of Instrum. Sci. & Optoelectron. Eng., Beihang Univ., Beijing, China]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Instrumentation Science and Opto-Electronics Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"[Sch. of Instrum. Sci. & Optoelectron. Eng., Beihang Univ., Beijing, China]","institution_ids":["https://openalex.org/I82880672"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5079954734"],"corresponding_institution_ids":["https://openalex.org/I82880672"],"apc_list":null,"apc_paid":null,"fwci":2.2536,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.85955083,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"19","issue":"1","first_page":"54","last_page":"57"},"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.9955000281333923,"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":0.7800869941711426},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.6745041608810425},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6474088430404663},{"id":"https://openalex.org/keywords/matrix-completion","display_name":"Matrix completion","score":0.6350973844528198},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.5501306653022766},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.49563848972320557},{"id":"https://openalex.org/keywords/data-recovery","display_name":"Data recovery","score":0.4347835183143616},{"id":"https://openalex.org/keywords/algorithm-design","display_name":"Algorithm design","score":0.4161004424095154},{"id":"https://openalex.org/keywords/upper-and-lower-bounds","display_name":"Upper and lower bounds","score":0.4129940867424011},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14735737442970276},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.08190998435020447},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07918038964271545}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7800869941711426},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.6745041608810425},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6474088430404663},{"id":"https://openalex.org/C2778459887","wikidata":"https://www.wikidata.org/wiki/Q6787865","display_name":"Matrix completion","level":3,"score":0.6350973844528198},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.5501306653022766},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.49563848972320557},{"id":"https://openalex.org/C529754248","wikidata":"https://www.wikidata.org/wiki/Q1054772","display_name":"Data recovery","level":2,"score":0.4347835183143616},{"id":"https://openalex.org/C106516650","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm design","level":2,"score":0.4161004424095154},{"id":"https://openalex.org/C77553402","wikidata":"https://www.wikidata.org/wiki/Q13222579","display_name":"Upper and lower bounds","level":2,"score":0.4129940867424011},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14735737442970276},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.08190998435020447},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07918038964271545},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lcomm.2014.2371998","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcomm.2014.2371998","pdf_url":null,"source":{"id":"https://openalex.org/S147316732","display_name":"IEEE Communications Letters","issn_l":"1089-7798","issn":["1089-7798","1558-2558","2373-7891"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","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 Communications Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"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"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1970266075","https://openalex.org/W2077318038","https://openalex.org/W2117368434","https://openalex.org/W2146616964","https://openalex.org/W2296616510","https://openalex.org/W2611328865","https://openalex.org/W4242565096","https://openalex.org/W4250955649"],"related_works":["https://openalex.org/W2994409951","https://openalex.org/W2108753466","https://openalex.org/W4293326902","https://openalex.org/W2604249670","https://openalex.org/W2953063457","https://openalex.org/W1975451135","https://openalex.org/W3115944395","https://openalex.org/W2890570089","https://openalex.org/W2494827994","https://openalex.org/W2541348801"],"abstract_inverted_index":{"To":[0],"enable":[1],"efficient":[2],"data":[3,20,24,65],"gathering":[4],"in":[5],"wireless":[6],"sensor":[7],"networks,":[8],"a":[9,55],"novel":[10],"partial":[11],"matrix":[12],"completion":[13],"algorithm":[14,52,71],"is":[15,29,81],"proposed":[16,51,70],"by":[17,32],"introducing":[18],"historical":[19],"to":[21],"the":[22,37,41,46,50,69,78,86],"original":[23],"matrix.":[25],"The":[26],"recovery":[27,47,74],"accuracy":[28,75],"further":[30],"improved":[31],"making":[33],"full":[34],"use":[35],"of":[36,40,49],"band-limited":[38],"feature":[39],"sensory":[42],"data.":[43],"We":[44],"analyzed":[45],"error":[48,57],"and":[53],"derived":[54],"theoretical":[56],"upper":[58],"bound.":[59],"Experimental":[60],"results":[61],"on":[62],"two":[63],"real-world":[64],"sets":[66],"show":[67],"that":[68],"achieves":[72],"good":[73],"even":[76],"when":[77],"sampling":[79],"ratio":[80],"very":[82],"low,":[83],"which":[84],"outperforms":[85],"state-of-the-art":[87],"methods.":[88]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2}],"updated_date":"2026-06-06T09:05:17.133730","created_date":"2025-10-10T00:00:00"}
