{"id":"https://openalex.org/W4379115943","doi":"https://doi.org/10.23919/date56975.2023.10137260","title":"Towards Deep Learning-based Occupancy Detection Via WiFi Sensing in Unconstrained Environments","display_name":"Towards Deep Learning-based Occupancy Detection Via WiFi Sensing in Unconstrained Environments","publication_year":2023,"publication_date":"2023-04-01","ids":{"openalex":"https://openalex.org/W4379115943","doi":"https://doi.org/10.23919/date56975.2023.10137260"},"language":"en","primary_location":{"id":"doi:10.23919/date56975.2023.10137260","is_oa":false,"landing_page_url":"https://doi.org/10.23919/date56975.2023.10137260","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Design, Automation &amp; Test in Europe Conference &amp; Exhibition (DATE)","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/A5082029992","display_name":"Cristian Turetta","orcid":"https://orcid.org/0000-0002-8018-0472"},"institutions":[{"id":"https://openalex.org/I119439378","display_name":"University of Verona","ror":"https://ror.org/039bp8j42","country_code":"IT","type":"education","lineage":["https://openalex.org/I119439378"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Cristian Turetta","raw_affiliation_strings":["University of Verona,Department of Computer Science,Italy","Department of Computer Science, University of Verona, Italy"],"affiliations":[{"raw_affiliation_string":"University of Verona,Department of Computer Science,Italy","institution_ids":["https://openalex.org/I119439378"]},{"raw_affiliation_string":"Department of Computer Science, University of Verona, Italy","institution_ids":["https://openalex.org/I119439378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060453305","display_name":"Geri Skenderi","orcid":"https://orcid.org/0000-0001-9968-7727"},"institutions":[{"id":"https://openalex.org/I119439378","display_name":"University of Verona","ror":"https://ror.org/039bp8j42","country_code":"IT","type":"education","lineage":["https://openalex.org/I119439378"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Geri Skenderi","raw_affiliation_strings":["University of Verona,Department of Computer Science,Italy","Department of Computer Science, University of Verona, Italy"],"affiliations":[{"raw_affiliation_string":"University of Verona,Department of Computer Science,Italy","institution_ids":["https://openalex.org/I119439378"]},{"raw_affiliation_string":"Department of Computer Science, University of Verona, Italy","institution_ids":["https://openalex.org/I119439378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000042469","display_name":"Luigi Capogrosso","orcid":null},"institutions":[{"id":"https://openalex.org/I119439378","display_name":"University of Verona","ror":"https://ror.org/039bp8j42","country_code":"IT","type":"education","lineage":["https://openalex.org/I119439378"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luigi Capogrosso","raw_affiliation_strings":["University of Verona,Department of Computer Science,Italy","Department of Computer Science, University of Verona, Italy"],"affiliations":[{"raw_affiliation_string":"University of Verona,Department of Computer Science,Italy","institution_ids":["https://openalex.org/I119439378"]},{"raw_affiliation_string":"Department of Computer Science, University of Verona, Italy","institution_ids":["https://openalex.org/I119439378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085342510","display_name":"Florenc Demrozi","orcid":"https://orcid.org/0000-0002-5422-9826"},"institutions":[{"id":"https://openalex.org/I92008406","display_name":"University of Stavanger","ror":"https://ror.org/02qte9q33","country_code":"NO","type":"education","lineage":["https://openalex.org/I92008406"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Florenc Demrozi","raw_affiliation_strings":["University of Stavanger,Department of Electrical Engineering and Computer Science,Norway","Department of Electrical Engineering and Computer Science, University of Stavanger, Norway"],"affiliations":[{"raw_affiliation_string":"University of Stavanger,Department of Electrical Engineering and Computer Science,Norway","institution_ids":["https://openalex.org/I92008406"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of Stavanger, Norway","institution_ids":["https://openalex.org/I92008406"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023565335","display_name":"Philipp H. Kindt","orcid":"https://orcid.org/0000-0002-6962-5987"},"institutions":[{"id":"https://openalex.org/I2610724","display_name":"Chemnitz University of Technology","ror":"https://ror.org/00a208s56","country_code":"DE","type":"education","lineage":["https://openalex.org/I2610724"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Philipp H. Kindt","raw_affiliation_strings":["TU Chemnitz,Faculty of Computer Science,Germany","Faculty of Computer Science, TU Chemnitz, Germany"],"affiliations":[{"raw_affiliation_string":"TU Chemnitz,Faculty of Computer Science,Germany","institution_ids":["https://openalex.org/I2610724"]},{"raw_affiliation_string":"Faculty of Computer Science, TU Chemnitz, Germany","institution_ids":["https://openalex.org/I2610724"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052362859","display_name":"Alejandro Masrur","orcid":"https://orcid.org/0000-0003-2524-1751"},"institutions":[{"id":"https://openalex.org/I2610724","display_name":"Chemnitz University of Technology","ror":"https://ror.org/00a208s56","country_code":"DE","type":"education","lineage":["https://openalex.org/I2610724"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alejandro Masrur","raw_affiliation_strings":["TU Chemnitz,Faculty of Computer Science,Germany","Faculty of Computer Science, TU Chemnitz, Germany"],"affiliations":[{"raw_affiliation_string":"TU Chemnitz,Faculty of Computer Science,Germany","institution_ids":["https://openalex.org/I2610724"]},{"raw_affiliation_string":"Faculty of Computer Science, TU Chemnitz, Germany","institution_ids":["https://openalex.org/I2610724"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040302302","display_name":"Franco Fummi","orcid":"https://orcid.org/0000-0002-4404-5791"},"institutions":[{"id":"https://openalex.org/I119439378","display_name":"University of Verona","ror":"https://ror.org/039bp8j42","country_code":"IT","type":"education","lineage":["https://openalex.org/I119439378"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Franco Fummi","raw_affiliation_strings":["University of Verona,Department of Computer Science,Italy","Department of Computer Science, University of Verona, Italy"],"affiliations":[{"raw_affiliation_string":"University of Verona,Department of Computer Science,Italy","institution_ids":["https://openalex.org/I119439378"]},{"raw_affiliation_string":"Department of Computer Science, University of Verona, Italy","institution_ids":["https://openalex.org/I119439378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033671063","display_name":"Marco Cristani","orcid":"https://orcid.org/0000-0002-0523-6042"},"institutions":[{"id":"https://openalex.org/I119439378","display_name":"University of Verona","ror":"https://ror.org/039bp8j42","country_code":"IT","type":"education","lineage":["https://openalex.org/I119439378"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Cristani","raw_affiliation_strings":["University of Verona,Department of Computer Science,Italy","Department of Computer Science, University of Verona, Italy"],"affiliations":[{"raw_affiliation_string":"University of Verona,Department of Computer Science,Italy","institution_ids":["https://openalex.org/I119439378"]},{"raw_affiliation_string":"Department of Computer Science, University of Verona, Italy","institution_ids":["https://openalex.org/I119439378"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025088388","display_name":"Graziano Pravadelli","orcid":"https://orcid.org/0000-0002-7833-1673"},"institutions":[{"id":"https://openalex.org/I119439378","display_name":"University of Verona","ror":"https://ror.org/039bp8j42","country_code":"IT","type":"education","lineage":["https://openalex.org/I119439378"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Graziano Pravadelli","raw_affiliation_strings":["University of Verona,Department of Computer Science,Italy","Department of Computer Science, University of Verona, Italy"],"affiliations":[{"raw_affiliation_string":"University of Verona,Department of Computer Science,Italy","institution_ids":["https://openalex.org/I119439378"]},{"raw_affiliation_string":"Department of Computer Science, University of Verona, Italy","institution_ids":["https://openalex.org/I119439378"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5082029992"],"corresponding_institution_ids":["https://openalex.org/I119439378"],"apc_list":null,"apc_paid":null,"fwci":0.5355,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.63900149,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9980999827384949,"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"}},"topics":[{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9980999827384949,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/computer-science","display_name":"Computer science","score":0.7680087685585022},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.608489990234375},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.5954201817512512},{"id":"https://openalex.org/keywords/software-portability","display_name":"Software portability","score":0.5927163362503052},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5133263468742371},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4862991273403168},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4767630696296692},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.47545430064201355},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4749612510204315},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.4488966763019562},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4311734139919281},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.36934995651245117},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3468437194824219},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3350537419319153},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.16839754581451416}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7680087685585022},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.608489990234375},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.5954201817512512},{"id":"https://openalex.org/C63000827","wikidata":"https://www.wikidata.org/wiki/Q3080428","display_name":"Software portability","level":2,"score":0.5927163362503052},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5133263468742371},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4862991273403168},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4767630696296692},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.47545430064201355},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4749612510204315},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.4488966763019562},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4311734139919281},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.36934995651245117},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3468437194824219},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3350537419319153},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.16839754581451416},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/date56975.2023.10137260","is_oa":false,"landing_page_url":"https://doi.org/10.23919/date56975.2023.10137260","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Design, Automation &amp; Test in Europe Conference &amp; Exhibition (DATE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1985921845","https://openalex.org/W2009588584","https://openalex.org/W2054804336","https://openalex.org/W2575381922","https://openalex.org/W2749514013","https://openalex.org/W2791256869","https://openalex.org/W2809191403","https://openalex.org/W2811245964","https://openalex.org/W2811507150","https://openalex.org/W2899145720","https://openalex.org/W2908510526","https://openalex.org/W2917794587","https://openalex.org/W2952104003","https://openalex.org/W2953073956","https://openalex.org/W2962858109","https://openalex.org/W2964192401","https://openalex.org/W2964255619","https://openalex.org/W3034778905","https://openalex.org/W3049411219","https://openalex.org/W3112707428","https://openalex.org/W3161757575","https://openalex.org/W3186880439","https://openalex.org/W3210839185","https://openalex.org/W3212939902","https://openalex.org/W4210780207","https://openalex.org/W4312573904","https://openalex.org/W4385466416","https://openalex.org/W6754669440","https://openalex.org/W6757817989","https://openalex.org/W6843972423"],"related_works":["https://openalex.org/W3090300519","https://openalex.org/W2514492205","https://openalex.org/W4250401876","https://openalex.org/W2943851981","https://openalex.org/W2566526749","https://openalex.org/W2907667791","https://openalex.org/W3047461507","https://openalex.org/W3126390843","https://openalex.org/W4245880644","https://openalex.org/W4312415459"],"abstract_inverted_index":{"In":[0,109,152],"the":[1,9,18,62,68,102,147,164,167,175,192,195,200,203],"context":[2],"of":[3,11,20,27,64,104,159,166,194],"smart":[4,7],"buildings":[5],"and":[6,13,22,34,48,54,78,89,92,130,146,172,180,198],"cities,":[8],"design":[10],"low-cost":[12],"privacy-aware":[14],"solutions":[15,31],"for":[16,174,205],"recognizing":[17],"presence":[19],"humans":[21],"their":[23],"activities":[24],"is":[25,73,124,134],"becoming":[26],"great":[28],"interest.":[29],"Existing":[30],"exploiting":[32],"wearables":[33],"video-based":[35],"systems":[36],"have":[37],"several":[38],"drawbacks,":[39],"such":[40,57,86],"as":[41,58,87],"high":[42],"cost,":[43],"low":[44,76],"usability,":[45],"poor":[46,79],"portability,":[47],"privacy-related":[49],"issues.":[50],"Consequently,":[51],"more":[52],"ubiquitous":[53],"accessible":[55],"solutions,":[56],"WiFi":[59,71,168,188,196],"sensing,":[60],"became":[61],"focus":[63],"attention.":[65],"However,":[66],"at":[67,101,199],"current":[69],"state-of-the-art,":[70],"sensing":[72],"subject":[74],"to":[75,126,144,209],"accuracy":[77],"generalization,":[80],"primarily":[81],"affected":[82],"by":[83],"environmental":[84],"factors,":[85],"humidity":[88,129,171,179],"temperature":[90,173,181],"variations,":[91],"furniture":[93,148],"position":[94],"changes.":[95],"Such":[96],"is-sues":[97],"are":[98,142],"partially":[99],"solved":[100],"cost":[103],"complex":[105],"data":[106],"preprocessing":[107],"pipelines.":[108],"this":[110,190],"paper,":[111],"we":[112,162],"present":[113],"a":[114,156,206],"highly":[115],"accurate,":[116],"resource-efficient":[117],"deep":[118],"learning-based":[119],"occupancy":[120],"detection":[121],"solution,":[122],"which":[123],"resilient":[125],"variations":[127],"in":[128],"temperature.":[131],"The":[132],"approach":[133],"tested":[135],"on":[136,155,187],"an":[137],"extensive":[138],"benchmark,":[139],"where":[140],"people":[141],"free":[143],"move":[145],"layout":[149],"does":[150],"change.":[151],"addition,":[153],"based":[154,186],"consolidated":[157],"algorithm":[158],"explainable":[160],"AI,":[161],"quantify":[163],"importance":[165],"signal":[169,197],"w.r.t.":[170],"proposed":[176],"approach.":[177],"Notably,":[178],"can":[182],"indeed":[183],"be":[184],"predicted":[185],"signals;":[189],"promotes":[191],"expressivity":[193],"same":[201],"time":[202],"need":[204],"non-linear":[207],"model":[208],"properly":[210],"deal":[211],"with":[212],"it.":[213]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
