{"id":"https://openalex.org/W3039736090","doi":"https://doi.org/10.1109/i2mtc43012.2020.9128409","title":"Measurement of Activities of Daily Living: a simulation tool for the optimisation of a Passive Infrared sensor network in a Smart Home environment","display_name":"Measurement of Activities of Daily Living: a simulation tool for the optimisation of a Passive Infrared sensor network in a Smart Home environment","publication_year":2020,"publication_date":"2020-05-01","ids":{"openalex":"https://openalex.org/W3039736090","doi":"https://doi.org/10.1109/i2mtc43012.2020.9128409","mag":"3039736090"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/i2mtc43012.2020.9128409","pdf_url":null,"source":{"id":"https://openalex.org/S4363607934","display_name":"2022 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5074722029","display_name":"Sara Casaccia","orcid":"https://orcid.org/0000-0001-9909-0816"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sara Casaccia","raw_affiliation_strings":["Universit\u00e0 Politecnica delle Marche Dipartimento di Ingegneria Industriale e Scienze Matematiche Ancona Italy"],"affiliations":[{"raw_affiliation_string":"Universit\u00e0 Politecnica delle Marche Dipartimento di Ingegneria Industriale e Scienze Matematiche Ancona Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086186566","display_name":"Riccardo Rosati","orcid":"https://orcid.org/0000-0003-3288-638X"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Riccardo Rosati","raw_affiliation_strings":["Universit\u00e1 Politecnica delle Marche, Dipartimento di Ingegneria dell'Informazione, Ancona, Italy"],"affiliations":[{"raw_affiliation_string":"Universit\u00e1 Politecnica delle Marche, Dipartimento di Ingegneria dell'Informazione, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008994816","display_name":"Lorenzo Scalise","orcid":"https://orcid.org/0000-0002-4728-3736"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Lorenzo Scalise","raw_affiliation_strings":["Universit\u00e0 Politecnica delle Marche Dipartimento di Ingegneria Industriale e Scienze Matematiche Ancona Italy"],"affiliations":[{"raw_affiliation_string":"Universit\u00e0 Politecnica delle Marche Dipartimento di Ingegneria Industriale e Scienze Matematiche Ancona Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068132469","display_name":"Gian Marco Revel","orcid":"https://orcid.org/0000-0002-3372-7543"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gian Marco Revel","raw_affiliation_strings":["Universit\u00e0 Politecnica delle Marche Dipartimento di Ingegneria Industriale e Scienze Matematiche Ancona Italy"],"affiliations":[{"raw_affiliation_string":"Universit\u00e0 Politecnica delle Marche Dipartimento di Ingegneria Industriale e Scienze Matematiche Ancona Italy","institution_ids":["https://openalex.org/I122534668"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.563,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.677015,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":86,"max":87},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9976,"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"}},"topics":[{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9976,"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"}},{"id":"https://openalex.org/T11963","display_name":"Impact of Light on Environment and Health","score":0.9912,"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"}},{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.961,"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/interface","display_name":"Interface (matter)","score":0.5525814},{"id":"https://openalex.org/keywords/ceiling","display_name":"Ceiling (cloud)","score":0.516197},{"id":"https://openalex.org/keywords/home-automation","display_name":"Home Automation","score":0.49694112},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.45295984}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6782766},{"id":"https://openalex.org/C2780365114","wikidata":"https://www.wikidata.org/wiki/Q169478","display_name":"MATLAB","level":2,"score":0.60091835},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.5525814},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.5202969},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.51687646},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5168262},{"id":"https://openalex.org/C2777489069","wikidata":"https://www.wikidata.org/wiki/Q1589822","display_name":"Ceiling (cloud)","level":2,"score":0.516197},{"id":"https://openalex.org/C507571656","wikidata":"https://www.wikidata.org/wiki/Q848436","display_name":"Home automation","level":2,"score":0.49694112},{"id":"https://openalex.org/C3018552312","wikidata":"https://www.wikidata.org/wiki/Q315412","display_name":"Assisted living","level":2,"score":0.48909098},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.45474124},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.45295984},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.367019},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3547694},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19486961},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.09269452},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"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/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"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/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/i2mtc43012.2020.9128409","pdf_url":null,"source":{"id":"https://openalex.org/S4363607934","display_name":"2022 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.61,"display_name":"Sustainable cities and communities"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":24,"referenced_works":["https://openalex.org/W1522256623","https://openalex.org/W1838851648","https://openalex.org/W1924339725","https://openalex.org/W1993832521","https://openalex.org/W2002262084","https://openalex.org/W2032932426","https://openalex.org/W2044869100","https://openalex.org/W2074310240","https://openalex.org/W2145979466","https://openalex.org/W2228975060","https://openalex.org/W2297226219","https://openalex.org/W2487770199","https://openalex.org/W2529298559","https://openalex.org/W2536293770","https://openalex.org/W2611471865","https://openalex.org/W2767069596","https://openalex.org/W2767807103","https://openalex.org/W2768006888","https://openalex.org/W2792797432","https://openalex.org/W2884603403","https://openalex.org/W2887322071","https://openalex.org/W2971340496","https://openalex.org/W2981113883","https://openalex.org/W4232750513"],"related_works":["https://openalex.org/W4238907858","https://openalex.org/W4232346115","https://openalex.org/W3158338669","https://openalex.org/W2909670542","https://openalex.org/W2767250287","https://openalex.org/W2581715027","https://openalex.org/W2354178882","https://openalex.org/W2081139303","https://openalex.org/W2000658861","https://openalex.org/W184756157"],"abstract_inverted_index":{"In":[0,139],"this":[1],"paper,":[2],"a":[3,54,167,175,186,217],"tool":[4,46,146],"for":[5,82,115,193],"the":[6,59,74,78,132,145,194,201],"simulation":[7,64,83],"of":[8,12,20,77,196,213],"home":[9,79],"environment":[10,80],"capable":[11],"representing":[13],"human":[14],"moving":[15],"patterns,":[16],"related":[17,158],"to":[18,70,120,127,134,141,150,165,171],"Activities":[19],"Daily":[21],"Living":[22],"(ADL),":[23],"and":[24,43,52,72,89,97,153,156],"modelling":[25],"Passive":[26],"Infrared":[27],"(PIR)":[28],"sensor":[29,159,207],"networks":[30],"is":[31,113,191],"presented.":[32],"PIR":[33,95,206],"sensors":[34],"have":[35],"been":[36,48,148],"chosen":[37],"because":[38],"they":[39],"are":[40],"non-intrusive,":[41],"contactless":[42],"low-cost.":[44],"The":[45,111,182],"has":[47,147],"programmed":[49],"in":[50,178],"MATLAB":[51],"provides":[53],"graphic":[55],"interface":[56],"from":[57,200],"which":[58],"developer":[60],"can":[61],"change":[62],"key":[63],"parameters.":[65],"It":[66],"makes":[67],"it":[68],"possible":[69],"load":[71],"visualise":[73],"2D":[75],"map":[76],"used":[81,149],"as":[84,86,103],"well":[85],"add,":[87],"customise":[88],"place":[90],"ceiling":[91],"or":[92,108],"wall":[93],"mounted":[94],"sensors,":[96],"regulate":[98],"users\u2019":[99],"trajectory":[100],"parameters,":[101],"such":[102],"walking":[104],"speed,":[105],"step":[106],"length":[107],"path":[109],"efficiency.":[110],"simulator":[112],"useful":[114],"quickly":[116],"generating":[117],"synthetic":[118],"data":[119,162],"train":[121],"machine":[122],"learning":[123],"(ML)":[124],"algorithms":[125],"able":[126,170],"recognize":[128],"user":[129],"behavior,":[130],"without":[131],"necessity":[133],"perform":[135],"long":[136],"acquisition":[137],"periods.":[138],"order":[140],"demonstrate":[142],"its":[143],"applicability,":[144],"create":[151],"normal":[152,198],"wandering":[154,202],"trajectories":[155,199],"their":[157],"activations.":[160],"These":[161],"were":[163],"employed":[164],"develop":[166],"ML":[168],"algorithm":[169,190],"detect":[172],"overnight":[173],"wandering,":[174],"common":[176],"behaviour":[177],"patients":[179],"with":[180],"dementia.":[181],"results":[183],"show":[184],"that":[185],"Decision":[187],"Tree":[188],"(DT)":[189],"reliable":[192],"purpose":[195],"distinguishing":[197],"ones":[203],"detected":[204],"by":[205],"activations,":[208],"obtaining":[209],"an":[210],"accuracy":[211],"level":[212],"over":[214],"95%":[215],"using":[216],"cross-validation":[218],"approach.":[219]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3039736090","counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":2}],"updated_date":"2025-01-20T17:08:16.393350","created_date":"2020-07-10"}