{"id":"https://openalex.org/W2105842599","doi":"https://doi.org/10.1109/twc.2014.2371017","title":"Sequential Compressed Sensing With Progressive Signal Reconstruction in Wireless Sensor Networks","display_name":"Sequential Compressed Sensing With Progressive Signal Reconstruction in Wireless Sensor Networks","publication_year":2014,"publication_date":"2014-11-14","ids":{"openalex":"https://openalex.org/W2105842599","doi":"https://doi.org/10.1109/twc.2014.2371017","mag":"2105842599"},"language":"en","primary_location":{"id":"doi:10.1109/twc.2014.2371017","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2014.2371017","pdf_url":null,"source":{"id":"https://openalex.org/S63459445","display_name":"IEEE Transactions on Wireless Communications","issn_l":"1536-1276","issn":["1536-1276","1558-2248"],"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 Wireless Communications","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/A5056939003","display_name":"Markus Leinonen","orcid":"https://orcid.org/0000-0002-5639-3144"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Markus Leinonen","raw_affiliation_strings":["Department of Communications Engineering and Centre for Wireless Communications, University of Oulu, Oulu, Finland","Dept. of Commun. Eng. & Centre for Wireless Commun., Univ. of Oulu, Oulu, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Communications Engineering and Centre for Wireless Communications, University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]},{"raw_affiliation_string":"Dept. of Commun. Eng. & Centre for Wireless Commun., Univ. of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028268404","display_name":"Marian Codreanu","orcid":"https://orcid.org/0000-0003-0210-4375"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Marian Codreanu","raw_affiliation_strings":["Department of Communications Engineering and Centre for Wireless Communications, University of Oulu, Oulu, Finland","Dept. of Commun. Eng. & Centre for Wireless Commun., Univ. of Oulu, Oulu, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Communications Engineering and Centre for Wireless Communications, University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]},{"raw_affiliation_string":"Dept. of Commun. Eng. & Centre for Wireless Commun., Univ. of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029534229","display_name":"Markku Juntti","orcid":"https://orcid.org/0000-0002-5413-1896"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Markku Juntti","raw_affiliation_strings":["Department of Communications Engineering and Centre for Wireless Communications, University of Oulu, Oulu, Finland","Dept. of Commun. Eng. & Centre for Wireless Commun., Univ. of Oulu, Oulu, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Communications Engineering and Centre for Wireless Communications, University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]},{"raw_affiliation_string":"Dept. of Commun. Eng. & Centre for Wireless Commun., Univ. of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5056939003"],"corresponding_institution_ids":["https://openalex.org/I98381234"],"apc_list":null,"apc_paid":null,"fwci":7.732,"has_fulltext":false,"cited_by_count":98,"citation_normalized_percentile":{"value":0.97994581,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"14","issue":"3","first_page":"1622","last_page":"1635"},"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/T11739","display_name":"Microwave Imaging and Scattering Analysis","score":0.9987999796867371,"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"}},{"id":"https://openalex.org/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9986000061035156,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.7968000173568726},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.7917197942733765},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7502024173736572},{"id":"https://openalex.org/keywords/kronecker-delta","display_name":"Kronecker delta","score":0.6992548108100891},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.6379513740539551},{"id":"https://openalex.org/keywords/signal-reconstruction","display_name":"Signal reconstruction","score":0.5616757273674011},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5484630465507507},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.49390727281570435},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.48478883504867554},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.47532063722610474},{"id":"https://openalex.org/keywords/sliding-window-protocol","display_name":"Sliding window protocol","score":0.4635573625564575},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.441838800907135},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4223494529724121},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2977891266345978},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.26875004172325134},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.14591705799102783},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1111936867237091},{"id":"https://openalex.org/keywords/window","display_name":"Window (computing)","score":0.10768723487854004}],"concepts":[{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.7968000173568726},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.7917197942733765},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7502024173736572},{"id":"https://openalex.org/C39482219","wikidata":"https://www.wikidata.org/wiki/Q192826","display_name":"Kronecker delta","level":2,"score":0.6992548108100891},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.6379513740539551},{"id":"https://openalex.org/C70958404","wikidata":"https://www.wikidata.org/wiki/Q7512728","display_name":"Signal reconstruction","level":4,"score":0.5616757273674011},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5484630465507507},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.49390727281570435},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.48478883504867554},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.47532063722610474},{"id":"https://openalex.org/C102392041","wikidata":"https://www.wikidata.org/wiki/Q592860","display_name":"Sliding window protocol","level":3,"score":0.4635573625564575},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.441838800907135},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4223494529724121},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2977891266345978},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.26875004172325134},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.14591705799102783},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1111936867237091},{"id":"https://openalex.org/C2778751112","wikidata":"https://www.wikidata.org/wiki/Q835016","display_name":"Window (computing)","level":2,"score":0.10768723487854004},{"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/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/twc.2014.2371017","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2014.2371017","pdf_url":null,"source":{"id":"https://openalex.org/S63459445","display_name":"IEEE Transactions on Wireless Communications","issn_l":"1536-1276","issn":["1536-1276","1558-2248"],"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 Wireless Communications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.5400000214576721,"display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321108","display_name":"Academy of Finland","ror":"https://ror.org/05k73zm37"},{"id":"https://openalex.org/F4320322426","display_name":"Nokia Foundation","ror":"https://ror.org/0401nzk46"},{"id":"https://openalex.org/F4320322861","display_name":"Emil Aaltosen S\u00e4\u00e4ti\u00f6","ror":"https://ror.org/005rt3g54"},{"id":"https://openalex.org/F4320327732","display_name":"Walter Ahlstr\u00f6min S\u00e4\u00e4ti\u00f6","ror":"https://ror.org/00vdff906"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":94,"referenced_works":["https://openalex.org/W24328814","https://openalex.org/W98997844","https://openalex.org/W1514040736","https://openalex.org/W1531994810","https://openalex.org/W1600293573","https://openalex.org/W1620362451","https://openalex.org/W1654257729","https://openalex.org/W1880154232","https://openalex.org/W1964921104","https://openalex.org/W1965125824","https://openalex.org/W1965384704","https://openalex.org/W1972089793","https://openalex.org/W1980079540","https://openalex.org/W1988569331","https://openalex.org/W1997819656","https://openalex.org/W2001380973","https://openalex.org/W2004544971","https://openalex.org/W2011452458","https://openalex.org/W2015418199","https://openalex.org/W2015606516","https://openalex.org/W2016918622","https://openalex.org/W2021583769","https://openalex.org/W2024013831","https://openalex.org/W2024105794","https://openalex.org/W2027953636","https://openalex.org/W2030449718","https://openalex.org/W2034118716","https://openalex.org/W2035798230","https://openalex.org/W2046904217","https://openalex.org/W2050596175","https://openalex.org/W2052179119","https://openalex.org/W2062002220","https://openalex.org/W2067652091","https://openalex.org/W2076665288","https://openalex.org/W2089420632","https://openalex.org/W2091451661","https://openalex.org/W2095104918","https://openalex.org/W2097323375","https://openalex.org/W2102041916","https://openalex.org/W2104266187","https://openalex.org/W2104697154","https://openalex.org/W2107861471","https://openalex.org/W2109357213","https://openalex.org/W2113513412","https://openalex.org/W2119667497","https://openalex.org/W2121830132","https://openalex.org/W2123241700","https://openalex.org/W2125680629","https://openalex.org/W2127455914","https://openalex.org/W2128633079","https://openalex.org/W2129131372","https://openalex.org/W2129638195","https://openalex.org/W2135643635","https://openalex.org/W2138500679","https://openalex.org/W2139151158","https://openalex.org/W2145096794","https://openalex.org/W2151131483","https://openalex.org/W2154304330","https://openalex.org/W2158643468","https://openalex.org/W2159563318","https://openalex.org/W2160822433","https://openalex.org/W2161765392","https://openalex.org/W2162404506","https://openalex.org/W2163396134","https://openalex.org/W2163654892","https://openalex.org/W2164452299","https://openalex.org/W2165742939","https://openalex.org/W2166314066","https://openalex.org/W2168452204","https://openalex.org/W2168745297","https://openalex.org/W2169382889","https://openalex.org/W2169393984","https://openalex.org/W2170447857","https://openalex.org/W2400972628","https://openalex.org/W2491426332","https://openalex.org/W2499720122","https://openalex.org/W2540033587","https://openalex.org/W2762625016","https://openalex.org/W2950359108","https://openalex.org/W2964167436","https://openalex.org/W2965333369","https://openalex.org/W3102018825","https://openalex.org/W3125735862","https://openalex.org/W3143486570","https://openalex.org/W4211049957","https://openalex.org/W4238744307","https://openalex.org/W4250589301","https://openalex.org/W4250955649","https://openalex.org/W4302067267","https://openalex.org/W6600975938","https://openalex.org/W6630648776","https://openalex.org/W6659335277","https://openalex.org/W6672989409","https://openalex.org/W6677295961"],"related_works":["https://openalex.org/W2378166785","https://openalex.org/W2156466545","https://openalex.org/W2990488703","https://openalex.org/W2379468505","https://openalex.org/W3104324607","https://openalex.org/W4206981968","https://openalex.org/W2308961925","https://openalex.org/W2601968125","https://openalex.org/W4285251805","https://openalex.org/W2102910599"],"abstract_inverted_index":{"This":[0],"paper":[1],"considers":[2],"sequential":[3,29],"compressed":[4,23],"acquisition":[5],"and":[6,11,84,136,157,162],"progressive":[7],"reconstruction":[8,94,148],"of":[9,50,96,154,168,171],"spatially":[10],"temporally":[12],"correlated":[13],"sensor":[14,19,97],"data":[15,98],"streams":[16,99],"in":[17,36],"wireless":[18],"networks":[20],"(WSNs)":[21],"via":[22,60,81,122],"sensing":[24],"(CS).":[25],"We":[26],"develop":[27],"a":[28,48,67,82,151],"framework":[30],"based":[31],"on":[32],"sliding":[33],"window":[34,125],"processing,":[35],"which":[37,72],"the":[38,43,57,74,77,93,102,108,113,124,132,169,172],"sink":[39],"can":[40,128],"efficiently":[41],"reconstruct":[42],"current":[44,114],"sensors'":[45,115],"readings":[46,116],"from":[47,76],"sequence":[49],"periodically":[51],"delivered":[52],"CS":[53,69,133,174],"measurements":[54],"by":[55],"exploiting":[56],"joint":[58],"compressibility":[59],"Kronecker":[61],"sparsifying":[62],"bases.":[63],"Specifically,":[64],"we":[65],"derive":[66],"recursive":[68],"recovery":[70,134],"method":[71,109,145],"utilizes":[73],"estimates":[75,111],"preceding":[78],"decoding":[79,119,137,160],"instants":[80],"regularization":[83],"reweighted":[85],"\u2113":[86],"<sub":[87],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[88],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</sub>":[89],"-minimization":[90],"to":[91,166],"improve":[92],"accuracy":[95,149],"while":[100],"reducing":[101],"necessary":[103],"communications.":[104],"As":[105],"beneficial":[106],"features,":[107],"produces":[110],"for":[112],"without":[117],"additional":[118],"delay,":[120],"and,":[121],"adjusting":[123],"size,":[126],"it":[127],"dynamically":[129],"trade-off":[130],"between":[131],"performance":[135],"complexity.":[138],"Numerical":[139],"results":[140],"show":[141],"that":[142],"our":[143],"proposed":[144],"achieves":[146],"higher":[147],"with":[150,158],"smaller":[152],"number":[153],"required":[155],"transmissions,":[156],"lower":[159],"delay":[161],"complexity":[163],"as":[164],"compared":[165],"those":[167],"state":[170],"art":[173],"methods.":[175]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":20},{"year":2018,"cited_by_count":18},{"year":2017,"cited_by_count":9},{"year":2016,"cited_by_count":12},{"year":2015,"cited_by_count":3}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}