{"id":"https://openalex.org/W2940471201","doi":"https://doi.org/10.1109/lwc.2019.2912883","title":"Spatiotemporal Data Gathering Based on Compressive Sensing in WSNs","display_name":"Spatiotemporal Data Gathering Based on Compressive Sensing in WSNs","publication_year":2019,"publication_date":"2019-04-27","ids":{"openalex":"https://openalex.org/W2940471201","doi":"https://doi.org/10.1109/lwc.2019.2912883","mag":"2940471201"},"language":"en","primary_location":{"id":"doi:10.1109/lwc.2019.2912883","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lwc.2019.2912883","pdf_url":null,"source":{"id":"https://openalex.org/S2500830676","display_name":"IEEE Wireless Communications Letters","issn_l":"2162-2337","issn":["2162-2337","2162-2345"],"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 Wireless 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/A5102766591","display_name":"Ce Zhang","orcid":"https://orcid.org/0000-0001-8399-4925"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ce Zhang","raw_affiliation_strings":["National Digital Switching System Engineering and Technological Research Center, Zhengzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Digital Switching System Engineering and Technological Research Center, Zhengzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111212735","display_name":"Ou Li","orcid":"https://orcid.org/0000-0001-6268-6982"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ou Li","raw_affiliation_strings":["National Digital Switching System Engineering and Technological Research Center, Zhengzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Digital Switching System Engineering and Technological Research Center, Zhengzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100784734","display_name":"Xin Tong","orcid":"https://orcid.org/0000-0001-8788-2453"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xin Tong","raw_affiliation_strings":["National Digital Switching System Engineering and Technological Research Center, Zhengzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Digital Switching System Engineering and Technological Research Center, Zhengzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101774017","display_name":"Ke Ke","orcid":"https://orcid.org/0000-0002-7038-0905"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ke Ke","raw_affiliation_strings":["National Digital Switching System Engineering and Technological Research Center, Zhengzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Digital Switching System Engineering and Technological Research Center, Zhengzhou, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100365314","display_name":"Mingxuan Li","orcid":"https://orcid.org/0000-0003-3264-0013"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mingxuan Li","raw_affiliation_strings":["National Digital Switching System Engineering and Technological Research Center, Zhengzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Digital Switching System Engineering and Technological Research Center, Zhengzhou, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.6159,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.89845314,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"8","issue":"4","first_page":"1252","last_page":"1255"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":1.0,"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":1.0,"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/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/T11739","display_name":"Microwave Imaging and Scattering Analysis","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/wireless-sensor-network","display_name":"Wireless sensor network","score":0.8160269856452942},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7467209100723267},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.6409374475479126},{"id":"https://openalex.org/keywords/kronecker-delta","display_name":"Kronecker delta","score":0.6183679699897766},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.5982688665390015},{"id":"https://openalex.org/keywords/key-distribution-in-wireless-sensor-networks","display_name":"Key distribution in wireless sensor networks","score":0.5021066665649414},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.49660950899124146},{"id":"https://openalex.org/keywords/sink","display_name":"Sink (geography)","score":0.47424688935279846},{"id":"https://openalex.org/keywords/spatial-correlation","display_name":"Spatial correlation","score":0.4652920961380005},{"id":"https://openalex.org/keywords/diagonal","display_name":"Diagonal","score":0.4293588101863861},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.40674668550491333},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.36379674077033997},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.35776734352111816},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3521578311920166},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3052833676338196},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.23727118968963623},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10127374529838562},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09632191061973572}],"concepts":[{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.8160269856452942},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7467209100723267},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.6409374475479126},{"id":"https://openalex.org/C39482219","wikidata":"https://www.wikidata.org/wiki/Q192826","display_name":"Kronecker delta","level":2,"score":0.6183679699897766},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.5982688665390015},{"id":"https://openalex.org/C41971633","wikidata":"https://www.wikidata.org/wiki/Q6398155","display_name":"Key distribution in wireless sensor networks","level":4,"score":0.5021066665649414},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.49660950899124146},{"id":"https://openalex.org/C143050476","wikidata":"https://www.wikidata.org/wiki/Q194502","display_name":"Sink (geography)","level":2,"score":0.47424688935279846},{"id":"https://openalex.org/C150060386","wikidata":"https://www.wikidata.org/wiki/Q7574054","display_name":"Spatial correlation","level":2,"score":0.4652920961380005},{"id":"https://openalex.org/C130367717","wikidata":"https://www.wikidata.org/wiki/Q189791","display_name":"Diagonal","level":2,"score":0.4293588101863861},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.40674668550491333},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.36379674077033997},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.35776734352111816},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3521578311920166},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3052833676338196},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.23727118968963623},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10127374529838562},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09632191061973572},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lwc.2019.2912883","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lwc.2019.2912883","pdf_url":null,"source":{"id":"https://openalex.org/S2500830676","display_name":"IEEE Wireless Communications Letters","issn_l":"2162-2337","issn":["2162-2337","2162-2345"],"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 Wireless Communications Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8799999952316284,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1964921104","https://openalex.org/W1988569331","https://openalex.org/W2001380973","https://openalex.org/W2015131757","https://openalex.org/W2016299023","https://openalex.org/W2030076159","https://openalex.org/W2037653763","https://openalex.org/W2104266187","https://openalex.org/W2105842599","https://openalex.org/W2114850204","https://openalex.org/W2123241700","https://openalex.org/W2127271355","https://openalex.org/W2163396134","https://openalex.org/W2167630507","https://openalex.org/W2296616510","https://openalex.org/W2316526397","https://openalex.org/W2765327702","https://openalex.org/W2767452928","https://openalex.org/W2893633901","https://openalex.org/W4250955649","https://openalex.org/W4255193494","https://openalex.org/W6647469634"],"related_works":["https://openalex.org/W2078600672","https://openalex.org/W2145745943","https://openalex.org/W1993766952","https://openalex.org/W3204746411","https://openalex.org/W17611330","https://openalex.org/W2588584623","https://openalex.org/W2091451661","https://openalex.org/W2185659102","https://openalex.org/W3018622793","https://openalex.org/W2743884123"],"abstract_inverted_index":{"In":[0],"wireless":[1,11],"sensor":[2,5],"networks":[3],"(WSNs),":[4],"readings":[6],"have":[7],"spatiotemporal":[8],"correlation,":[9],"and":[10,20,38,44,97],"links":[12],"are":[13],"unreliable.":[14],"To":[15],"balance":[16],"the":[17,22,81,94],"energy-performance":[18,95],"trade-off":[19,96],"reduce":[21],"impact":[23],"of":[24],"packet":[25,104],"loss,":[26],"a":[27,74,99],"novel":[28],"approach":[29],"is":[30],"proposed":[31],"that":[32,63,89],"combines":[33],"Kronecker":[34],"compressed":[35],"sensing":[36],"(KCS)":[37],"cluster":[39],"topology":[40],"to":[41,59,79],"exploit":[42],"spatial":[43,82],"temporal":[45],"correlations":[46],"simultaneously.":[47],"The":[48,68],"head":[49],"nodes":[50,62],"generate":[51],"sparse":[52],"sub-measurement":[53],"matrices":[54,72],"based":[55],"on":[56],"gathered":[57],"data":[58],"avoid":[60],"measuring":[61],"cannot":[64],"successfully":[65],"transmit":[66],"readings.":[67],"sink":[69],"constructs":[70],"those":[71],"as":[73],"block":[75],"diagonal":[76],"matrix":[77],"(BDM)":[78],"utilize":[80],"correlation":[83],"among":[84],"clusters.":[85],"Numerical":[86],"results":[87],"show":[88],"this":[90],"scheme":[91],"effectively":[92],"balances":[93],"maintains":[98],"high":[100],"reconstruction":[101],"accuracy":[102],"with":[103],"loss.":[105]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}