{"id":"https://openalex.org/W1617421740","doi":"https://doi.org/10.1109/tii.2015.2469260","title":"Lean Sensing: Exploiting Contextual Information for Most Energy-Efficient Sensing","display_name":"Lean Sensing: Exploiting Contextual Information for Most Energy-Efficient Sensing","publication_year":2015,"publication_date":"2015-08-17","ids":{"openalex":"https://openalex.org/W1617421740","doi":"https://doi.org/10.1109/tii.2015.2469260","mag":"1617421740"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2015.2469260","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2015.2469260","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10609/92810","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074326473","display_name":"Borja Martinez","orcid":null},"institutions":[{"id":"https://openalex.org/I4210138110","display_name":"Worldsensing (Spain)","ror":"https://ror.org/0468knt27","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210138110"]},{"id":"https://openalex.org/I123044942","display_name":"Universitat Aut\u00f2noma de Barcelona","ror":"https://ror.org/052g8jq94","country_code":"ES","type":"education","lineage":["https://openalex.org/I123044942"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Borja Martinez","raw_affiliation_strings":["Universidad Autonoma de Barcelona (UAB), Barcelona, Spain","Worldsensing, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Universidad Autonoma de Barcelona (UAB), Barcelona, Spain","institution_ids":["https://openalex.org/I123044942"]},{"raw_affiliation_string":"Worldsensing, Barcelona, Spain","institution_ids":["https://openalex.org/I4210138110"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088534371","display_name":"Xavier Vilajosana","orcid":"https://orcid.org/0000-0002-3020-427X"},"institutions":[{"id":"https://openalex.org/I138847295","display_name":"Universitat Oberta de Catalunya","ror":"https://ror.org/01f5wp925","country_code":"ES","type":"education","lineage":["https://openalex.org/I138847295"]},{"id":"https://openalex.org/I4210138110","display_name":"Worldsensing (Spain)","ror":"https://ror.org/0468knt27","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210138110"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Xavier Vilajosana","raw_affiliation_strings":["Universitat Oberta de Catalunya (UOC), Barcelona, Spain","Worldsensing, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Universitat Oberta de Catalunya (UOC), Barcelona, Spain","institution_ids":["https://openalex.org/I138847295"]},{"raw_affiliation_string":"Worldsensing, Barcelona, Spain","institution_ids":["https://openalex.org/I4210138110"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086576406","display_name":"Ignasi Vilajosana","orcid":null},"institutions":[{"id":"https://openalex.org/I4210138110","display_name":"Worldsensing (Spain)","ror":"https://ror.org/0468knt27","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210138110"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ignasi Vilajosana","raw_affiliation_strings":["Worldsensing, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Worldsensing, Barcelona, Spain","institution_ids":["https://openalex.org/I4210138110"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076708333","display_name":"Mischa D\u00f6hler","orcid":"https://orcid.org/0000-0001-9583-2923"},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mischa Dohler","raw_affiliation_strings":["King\u2019s College London, London, U.K","Worldsensing, London, U.K","King's College London, London, U.K"],"affiliations":[{"raw_affiliation_string":"King\u2019s College London, London, U.K","institution_ids":["https://openalex.org/I183935753"]},{"raw_affiliation_string":"Worldsensing, London, U.K","institution_ids":[]},{"raw_affiliation_string":"King's College London, London, U.K","institution_ids":["https://openalex.org/I183935753"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5074326473"],"corresponding_institution_ids":["https://openalex.org/I123044942","https://openalex.org/I4210138110"],"apc_list":null,"apc_paid":null,"fwci":3.0931,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.904542,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"11","issue":"5","first_page":"1156","last_page":"1165"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12546","display_name":"Smart Parking Systems Research","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T12546","display_name":"Smart Parking Systems Research","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T12146","display_name":"Power Line Communications and Noise","score":0.9922000169754028,"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":0.9915000200271606,"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":0.7505086660385132},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.6117283701896667},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4658210277557373},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.4651440382003784},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.4479036331176758},{"id":"https://openalex.org/keywords/randomness","display_name":"Randomness","score":0.43575519323349},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.4323377013206482},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4024950861930847},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17793148756027222}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7505086660385132},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.6117283701896667},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4658210277557373},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.4651440382003784},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.4479036331176758},{"id":"https://openalex.org/C125112378","wikidata":"https://www.wikidata.org/wiki/Q176640","display_name":"Randomness","level":2,"score":0.43575519323349},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.4323377013206482},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4024950861930847},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17793148756027222},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tii.2015.2469260","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2015.2469260","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","raw_type":"journal-article"},{"id":"pmh:oai:openaccess.uoc.edu:10609/92810","is_oa":true,"landing_page_url":"http://hdl.handle.net/10609/92810","pdf_url":null,"source":{"id":"https://openalex.org/S4306401390","display_name":"The Oberta in Open Access (Universitat Oberta de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138847295","host_organization_name":"Universitat Oberta de Catalunya","host_organization_lineage":["https://openalex.org/I138847295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:kclpure.kcl.ac.uk:publications/4878f7bc-a72a-46b9-a635-75693ed1a308","is_oa":true,"landing_page_url":"https://kclpure.kcl.ac.uk/portal/en/publications/4878f7bc-a72a-46b9-a635-75693ed1a308","pdf_url":"https://kclpure.kcl.ac.uk/ws/files/51708026/Binder1.pdf","source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Vilajosana , X , Vilajosana , I & Dohler , M 2015 , ' Lean Sensing: Exploiting Contextual Information for Most Energy-Efficient Sensing ' , IEEE Transactions on Industrial Informatics , vol. 11 , no. 5 , pp. 1156-1165 . https://doi.org/10.1109/TII.2015.2469260","raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:openaccess.uoc.edu:10609/92810","is_oa":true,"landing_page_url":"http://hdl.handle.net/10609/92810","pdf_url":null,"source":{"id":"https://openalex.org/S4306401390","display_name":"The Oberta in Open Access (Universitat Oberta de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138847295","host_organization_name":"Universitat Oberta de Catalunya","host_organization_lineage":["https://openalex.org/I138847295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.9100000262260437}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W754835059","https://openalex.org/W1497336187","https://openalex.org/W1829331899","https://openalex.org/W1918639110","https://openalex.org/W1967358196","https://openalex.org/W1968459311","https://openalex.org/W1969995484","https://openalex.org/W1986394882","https://openalex.org/W1992871588","https://openalex.org/W2012339072","https://openalex.org/W2035411179","https://openalex.org/W2038194220","https://openalex.org/W2059793602","https://openalex.org/W2065101927","https://openalex.org/W2079421249","https://openalex.org/W2128731153","https://openalex.org/W2135053460","https://openalex.org/W2139587243","https://openalex.org/W2146675134","https://openalex.org/W2155771425","https://openalex.org/W3023520985","https://openalex.org/W3124827423","https://openalex.org/W4243861124","https://openalex.org/W6622223263","https://openalex.org/W6678784364"],"related_works":["https://openalex.org/W3034924094","https://openalex.org/W1488708774","https://openalex.org/W3094954546","https://openalex.org/W2981906196","https://openalex.org/W1513698804","https://openalex.org/W4310560702","https://openalex.org/W2029712093","https://openalex.org/W1982811510","https://openalex.org/W52943787","https://openalex.org/W2402189625"],"abstract_inverted_index":{"Cyber-physical":[0],"technologies":[1,17],"enable":[2],"event-driven":[3],"applications,":[4],"which":[5,97],"monitor":[6],"in":[7,22,62,133,153],"real-time":[8],"the":[9,25,92,99,105,118,126,139,154,158,171,183,188,209],"occurrence":[10],"of":[11,29,46,94,101,107,120,141,214],"certain":[12],"inherently":[13],"stochastic":[14],"incidents.":[15],"Those":[16],"are":[18,38,56,69,84,199],"being":[19],"widely":[20],"deployed":[21],"cities":[23],"around":[24],"world":[26],"and":[27,123,186],"one":[28],"their":[30],"critical":[31],"aspects":[32],"is":[33,50,80],"energy":[34,75],"consumption,":[35,150],"as":[36,82],"they":[37],"mostly":[39],"battery":[40],"powered.":[41],"The":[42,166],"most":[43],"representative":[44],"examples":[45],"such":[47],"applications":[48],"today":[49],"smart":[51],"parking.":[52],"Since":[53],"parking":[54,60],"sensors":[55],"devoted":[57],"to":[58,73,147,161,174,178,182,201,207],"detect":[59],"events":[61,83],"almost-real":[63],"time,":[64],"strategies":[65,217],"like":[66],"data":[67,78,172],"aggregation":[68],"not":[70],"well":[71],"suited":[72],"optimize":[74,148],"consumption.":[76,165,222],"Furthermore,":[77],"compression":[79],"pointless,":[81],"essentially":[85],"binary":[86],"entities.":[87],"Therefore,":[88],"this":[89,112,114,142],"paper":[90,115],"introduces":[91],"concept":[93,119],"Lean":[95],"Sensing,":[96],"enables":[98],"relaxation":[100],"sensing":[102],"accuracy":[103],"at":[104],"benefit":[106],"improved":[108],"operational":[109],"costs.":[110],"To":[111],"end,":[113],"departs":[116],"from":[117,131,157,190],"instantaneous":[121],"randomness":[122],"it":[124,132,137],"explores":[125],"correlation":[127],"structure":[128],"that":[129,211],"emerges":[130],"complex":[134],"systems.":[135],"Then,":[136],"examines":[138],"use":[140],"system-wide":[143],"aggregated":[144],"contextual":[145],"information":[146,192],"power":[149,164,221],"thus":[151],"going":[152],"opposite":[155],"way;":[156],"system-level":[159,215],"representation":[160],"individual":[162],"device":[163],"discussed":[167],"techniques":[168,198],"include":[169],"customizing":[170],"acquisition":[173],"temporal":[175],"correlations":[176],"(i.e,":[177],"adapt":[179],"sensor":[180],"behavior":[181],"expected":[184],"activity)":[185],"inferring":[187],"system-state":[189],"incomplete":[191],"based":[193],"on":[194,219],"spatial":[195],"correlations.":[196],"These":[197],"applied":[200],"real-world":[202],"smart-parking":[203],"application":[204],"deployments,":[205],"aiming":[206],"evaluate":[208],"impact":[210],"a":[212],"number":[213],"optimization":[216],"have":[218],"devices":[220]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":2}],"updated_date":"2026-03-17T17:19:04.345684","created_date":"2025-10-10T00:00:00"}