{"id":"https://openalex.org/W3110140345","doi":"https://doi.org/10.1145/3408308.3427613","title":"Compressive Non-Intrusive Load Monitoring","display_name":"Compressive Non-Intrusive Load Monitoring","publication_year":2020,"publication_date":"2020-11-18","ids":{"openalex":"https://openalex.org/W3110140345","doi":"https://doi.org/10.1145/3408308.3427613","mag":"3110140345"},"language":"en","primary_location":{"id":"doi:10.1145/3408308.3427613","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3408308.3427613","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation","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/A5100707788","display_name":"Shikha Singh","orcid":"https://orcid.org/0000-0001-6255-9086"},"institutions":[{"id":"https://openalex.org/I119939252","display_name":"Indraprastha Institute of Information Technology Delhi","ror":"https://ror.org/03vfp4g33","country_code":"IN","type":"education","lineage":["https://openalex.org/I119939252"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shikha Singh","raw_affiliation_strings":["Indraprastha Institute of Information Technology, Delhi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indraprastha Institute of Information Technology, Delhi, India","institution_ids":["https://openalex.org/I119939252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020310463","display_name":"Angshul Majumdar","orcid":"https://orcid.org/0000-0002-1065-3000"},"institutions":[{"id":"https://openalex.org/I119939252","display_name":"Indraprastha Institute of Information Technology Delhi","ror":"https://ror.org/03vfp4g33","country_code":"IN","type":"education","lineage":["https://openalex.org/I119939252"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Angshul Majumdar","raw_affiliation_strings":["Indraprastha Institute of Information Technology, Delhi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indraprastha Institute of Information Technology, Delhi, India","institution_ids":["https://openalex.org/I119939252"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053665999","display_name":"Stephen Makonin","orcid":"https://orcid.org/0000-0002-7818-8301"},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Stephen Makonin","raw_affiliation_strings":["Simon Fraser University, Vancouver, BC, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Simon Fraser University, Vancouver, BC, Canada","institution_ids":["https://openalex.org/I18014758"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5402,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.62929215,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"290","last_page":"293"},"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":0.9987000226974487,"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9980999827384949,"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/compressed-sensing","display_name":"Compressed sensing","score":0.853600263595581},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.6917015314102173},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6313903331756592},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.5936622023582458},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.4957810342311859},{"id":"https://openalex.org/keywords/choke","display_name":"Choke","score":0.49220195412635803},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.464368999004364},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.45191365480422974},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.4283725917339325},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.3217051029205322},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2569344639778137},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21143528819084167},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.11588612198829651}],"concepts":[{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.853600263595581},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.6917015314102173},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6313903331756592},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5936622023582458},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.4957810342311859},{"id":"https://openalex.org/C29049376","wikidata":"https://www.wikidata.org/wiki/Q864746","display_name":"Choke","level":2,"score":0.49220195412635803},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.464368999004364},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.45191365480422974},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.4283725917339325},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.3217051029205322},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2569344639778137},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21143528819084167},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.11588612198829651},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3408308.3427613","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3408308.3427613","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.6899999976158142}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1272474793","https://openalex.org/W1890834058","https://openalex.org/W1989261702","https://openalex.org/W2050834445","https://openalex.org/W2064030771","https://openalex.org/W2076684473","https://openalex.org/W2099025578","https://openalex.org/W2119667497","https://openalex.org/W2129638195","https://openalex.org/W2137198385","https://openalex.org/W2160547390","https://openalex.org/W2167985623","https://openalex.org/W2296399167","https://openalex.org/W2296616510","https://openalex.org/W2302941507","https://openalex.org/W2344234701","https://openalex.org/W2408079821","https://openalex.org/W2606429533","https://openalex.org/W2804306644","https://openalex.org/W2806562437","https://openalex.org/W2921676705","https://openalex.org/W2939392446","https://openalex.org/W3103134914","https://openalex.org/W4250955649"],"related_works":["https://openalex.org/W573863345","https://openalex.org/W2354295004","https://openalex.org/W1973546292","https://openalex.org/W2612941909","https://openalex.org/W2349594491","https://openalex.org/W2323489882","https://openalex.org/W2361748912","https://openalex.org/W2322572077","https://openalex.org/W2143584606","https://openalex.org/W2537887767"],"abstract_inverted_index":{"In":[0],"non-intrusive":[1],"load":[2],"monitoring":[3],"(NILM),":[4],"an":[5],"increase":[6],"in":[7,20],"sampling":[8,31,77],"frequency":[9,35],"translates":[10],"to":[11,97,132],"capturing":[12],"unique":[13],"signal":[14,85,103,119,136],"features":[15],"during":[16],"transient":[17],"states,":[18],"which,":[19],"turn,":[21],"can":[22,64],"improve":[23],"disaggregation":[24],"accuracy.":[25],"Smart":[26],"meters":[27,54],"are":[28],"capable":[29],"of":[30,50,52,116],"at":[32,69],"a":[33,58,75,87,94],"high":[34],"(typically":[36],"20kHz).":[37],"However,":[38],"transmitting":[39],"signals":[40,68],"continuously":[41],"would":[42],"choke":[43],"the":[44,48,82,102,114,117,121,135,141],"network":[45,61,110],"bandwidth.":[46,111],"Given":[47],"deployment":[49],"millions":[51],"smart":[53,88],"which":[55],"communicate":[56],"over":[57],"wireless":[59],"wide-area":[60],"(WAN),":[62],"utilities":[63],"only":[65],"collect":[66],"power":[67,84],"very":[70,98],"low":[71],"frequencies.":[72],"We":[73],"propose":[74],"compressive":[76],"(CS)":[78],"approach.":[79],"After":[80],"measuring":[81],"high-frequency":[83,118],"from":[86,120],"meter":[89],"will":[90],"be":[91],"encoded":[92],"(by":[93],"random":[95],"matrix)":[96],"few":[99,122],"samples":[100,124],"making":[101],"suitable":[104],"for":[105],"WAN":[106],"transmission":[107],"without":[108],"choking":[109],"CS":[112],"guarantees":[113],"recovery":[115],"transmitted":[123],"under":[125],"certain":[126],"conditions.":[127],"This":[128],"work":[129],"shows":[130],"how":[131],"simultaneously":[133],"recover":[134],"and":[137],"disaggregate":[138],"it;":[139],"hence,":[140],"name":[142],"Compressive":[143],"NILM.":[144]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}