{"id":"https://openalex.org/W2104271831","doi":"https://doi.org/10.1145/1098918.1098942","title":"Intelligent light control using sensor networks","display_name":"Intelligent light control using sensor networks","publication_year":2005,"publication_date":"2005-11-02","ids":{"openalex":"https://openalex.org/W2104271831","doi":"https://doi.org/10.1145/1098918.1098942","mag":"2104271831"},"language":"en","primary_location":{"id":"doi:10.1145/1098918.1098942","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1098918.1098942","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd international conference on Embedded networked sensor systems","raw_type":"proceedings-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/A5019675519","display_name":"Vipul Singhvi","orcid":null},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Vipul Singhvi","raw_affiliation_strings":["Carnegie Mellon University"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003040843","display_name":"Andreas Krause","orcid":"https://orcid.org/0000-0001-7260-9673"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andreas Krause","raw_affiliation_strings":["Carnegie Mellon University"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090739892","display_name":"Carlos Guestrin","orcid":"https://orcid.org/0000-0001-6348-5939"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Carlos Guestrin","raw_affiliation_strings":["Carnegie Mellon University"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010595292","display_name":"James H. Garrett","orcid":"https://orcid.org/0000-0002-8408-2407"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James H. Garrett","raw_affiliation_strings":["Carnegie Mellon University"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056525407","display_name":"H. Scott Matthews","orcid":"https://orcid.org/0000-0002-4958-5981"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"H. Scott Matthews","raw_affiliation_strings":["Carnegie Mellon University"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5019675519"],"corresponding_institution_ids":["https://openalex.org/I74973139"],"apc_list":null,"apc_paid":null,"fwci":28.7308,"has_fulltext":false,"cited_by_count":246,"citation_normalized_percentile":{"value":0.99763384,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"218","last_page":"229"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9897000193595886,"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/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9897000193595886,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9793000221252441,"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"}},{"id":"https://openalex.org/T11963","display_name":"Impact of Light on Environment and Health","score":0.9757999777793884,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/testbed","display_name":"Testbed","score":0.8226405382156372},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7371165752410889},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.6313996315002441},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.6243816614151001},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.544916570186615},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.5301839709281921},{"id":"https://openalex.org/keywords/daylight","display_name":"Daylight","score":0.5204351544380188},{"id":"https://openalex.org/keywords/building-automation","display_name":"Building automation","score":0.49540960788726807},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4630140960216522},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.4521503746509552},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4484458565711975},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.433758944272995},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.42863649129867554},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.42764461040496826},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26173025369644165},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.23625046014785767},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1887543797492981},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1695825457572937},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1282173991203308}],"concepts":[{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.8226405382156372},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7371165752410889},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.6313996315002441},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.6243816614151001},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.544916570186615},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.5301839709281921},{"id":"https://openalex.org/C149277555","wikidata":"https://www.wikidata.org/wiki/Q16491","display_name":"Daylight","level":2,"score":0.5204351544380188},{"id":"https://openalex.org/C83931994","wikidata":"https://www.wikidata.org/wiki/Q1149653","display_name":"Building automation","level":2,"score":0.49540960788726807},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4630140960216522},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.4521503746509552},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4484458565711975},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.433758944272995},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.42863649129867554},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.42764461040496826},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26173025369644165},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.23625046014785767},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1887543797492981},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1695825457572937},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1282173991203308},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/1098918.1098942","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1098918.1098942","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd international conference on Embedded networked sensor systems","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.61.2152","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.61.2152","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.cmu.edu/%7Eguestrin/Publications/SenSys05/sensys05.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.61.2241","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.61.2241","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cald.cs.cmu.edu/Education/masters/singhvi-kdd-project.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8999999761581421,"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":36,"referenced_works":["https://openalex.org/W39089149","https://openalex.org/W68899773","https://openalex.org/W102626069","https://openalex.org/W119790207","https://openalex.org/W177303686","https://openalex.org/W1482010531","https://openalex.org/W1512025150","https://openalex.org/W1513695137","https://openalex.org/W1575388622","https://openalex.org/W1587990862","https://openalex.org/W1596700195","https://openalex.org/W1753658588","https://openalex.org/W2007860073","https://openalex.org/W2042729758","https://openalex.org/W2066477438","https://openalex.org/W2085550081","https://openalex.org/W2090092162","https://openalex.org/W2097995023","https://openalex.org/W2098908500","https://openalex.org/W2110048879","https://openalex.org/W2123430663","https://openalex.org/W2125023531","https://openalex.org/W2126077061","https://openalex.org/W2128023014","https://openalex.org/W2131915923","https://openalex.org/W2134779831","https://openalex.org/W2144846366","https://openalex.org/W2154837415","https://openalex.org/W2231883621","https://openalex.org/W2296221186","https://openalex.org/W2296319761","https://openalex.org/W2782282317","https://openalex.org/W3027820740","https://openalex.org/W4231289112","https://openalex.org/W4285719527","https://openalex.org/W4388892785"],"related_works":["https://openalex.org/W2020513309","https://openalex.org/W2116518179","https://openalex.org/W2076917610","https://openalex.org/W1555478792","https://openalex.org/W3006240205","https://openalex.org/W2978534195","https://openalex.org/W2054927764","https://openalex.org/W2182428324","https://openalex.org/W2146392294","https://openalex.org/W2099418498"],"abstract_inverted_index":{"Increasing":[0],"user":[1,53,196],"comfort":[2,29,54],"and":[3,16,30,55,116,173,186,198],"reducing":[4,61],"operation":[5,33,58],"costs":[6],"have":[7],"always":[8],"been":[9],"two":[10],"primary":[11],"objectives":[12],"of":[13,68,93,101],"building":[14,20,44],"operations":[15],"control":[17,21,45,76,95],"strategies.":[18],"Current":[19],"strategies":[22],"are":[23],"unable":[24],"to":[25,106,125],"incorporate":[26],"occupant":[27],"level":[28],"meet":[31],"the":[32,49,69,94,99,108,150,168],"goals":[34],"simultaneously.":[35],"In":[36],"this":[37],"paper,":[38],"we":[39,141],"present":[40,65],"a":[41,88,135,180,192],"novel":[42],"utility-based":[43],"strategy":[46,77],"that":[47,78,143],"optimizes":[48],"tradeoff":[50],"between":[51,110],"meeting":[52],"reduction":[56],"in":[57,179,195],"cost":[59],"by":[60,155],"energy":[62,81,118,133,200],"usage.":[63],"We":[64,97,120,162],"an":[66,73,144],"implementation":[67],"proposed":[70,177],"approach":[71,84,124,147,178],"as":[72],"intelligent":[74],"lighting":[75],"significantly":[79],"reduces":[80],"cost.":[82],"Our":[83,189],"is":[85],"based":[86],"on":[87],"principled,":[89],"decision":[90],"theoretic":[91],"formulation":[92],"task.":[96],"demonstrate":[98,142],"use":[100],"mobile":[102,151],"wireless":[103],"sensor":[104,152],"networks":[105],"optimize":[107],"trade-off":[109],"fulfilling":[111],"different":[112],"occupants'":[113],"light":[114,129],"preferences":[115],"minimizing":[117],"consumption.":[119],"further":[121],"extend":[122],"our":[123,176],"optimally":[126],"exploit":[127],"external":[128],"sources":[130],"for":[131,166],"additional":[132],"savings,":[134],"process":[136],"called":[137],"daylight":[138],"harvesting.":[139],"Also":[140],"active":[145],"sensing":[146,156],"can":[148],"maximize":[149],"network's":[153],"lifetime":[154],"only":[157],"during":[158],"most":[159],"informative":[160],"situations.":[161],"provide":[163],"efficient":[164],"algorithms":[165],"solving":[167],"underlying":[169],"complex":[170],"optimization":[171],"problems,":[172],"extensively":[174],"evaluate":[175],"proof-of-concept":[181],"testbed":[182],"using":[183],"MICA2":[184],"motes":[185],"dimmable":[187],"lamps.":[188],"results":[190],"indicate":[191],"significant":[193],"improvement":[194],"utility":[197],"reduced":[199],"expenditure.":[201]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":10},{"year":2017,"cited_by_count":20},{"year":2016,"cited_by_count":13},{"year":2015,"cited_by_count":18},{"year":2014,"cited_by_count":28},{"year":2013,"cited_by_count":29},{"year":2012,"cited_by_count":15}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}