{"id":"https://openalex.org/W4205726527","doi":"https://doi.org/10.1155/2022/9307961","title":"Enhanced Intelligent Smart Home Control and Security System Based on Deep Learning Model","display_name":"Enhanced Intelligent Smart Home Control and Security System Based on Deep Learning Model","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4205726527","doi":"https://doi.org/10.1155/2022/9307961"},"language":"en","primary_location":{"id":"doi:10.1155/2022/9307961","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2022/9307961","pdf_url":"https://downloads.hindawi.com/journals/wcmc/2022/9307961.pdf","source":{"id":"https://openalex.org/S235346","display_name":"Wireless Communications and Mobile Computing","issn_l":"1530-8669","issn":["1530-8669","1530-8677"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Communications and Mobile Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/wcmc/2022/9307961.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061190542","display_name":"Olutosin Taiwo","orcid":"https://orcid.org/0000-0001-7082-1769"},"institutions":[{"id":"https://openalex.org/I95023434","display_name":"University of KwaZulu-Natal","ror":"https://ror.org/04qzfn040","country_code":"ZA","type":"education","lineage":["https://openalex.org/I95023434"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Olutosin Taiwo","raw_affiliation_strings":["School of Mathematics, Statistics and Computer Science, University of KwaZulu-Natal, Westville Campus, Private Bag X54001, Durban 4000, South Africa"],"raw_orcid":"https://orcid.org/0000-0001-7082-1769","affiliations":[{"raw_affiliation_string":"School of Mathematics, Statistics and Computer Science, University of KwaZulu-Natal, Westville Campus, Private Bag X54001, Durban 4000, South Africa","institution_ids":["https://openalex.org/I95023434"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060873940","display_name":"Absalom E. Ezugwu","orcid":"https://orcid.org/0000-0002-3721-3400"},"institutions":[{"id":"https://openalex.org/I95023434","display_name":"University of KwaZulu-Natal","ror":"https://ror.org/04qzfn040","country_code":"ZA","type":"education","lineage":["https://openalex.org/I95023434"]}],"countries":["ZA"],"is_corresponding":true,"raw_author_name":"Absalom E. Ezugwu","raw_affiliation_strings":["School of Computer Science, University of KwaZulu-Natal, King Edward Road, Pietermaritzburg Campus, Pietermaritzburg, KwaZulu-Natal 3201, South Africa"],"raw_orcid":"https://orcid.org/0000-0002-3721-3400","affiliations":[{"raw_affiliation_string":"School of Computer Science, University of KwaZulu-Natal, King Edward Road, Pietermaritzburg Campus, Pietermaritzburg, KwaZulu-Natal 3201, South Africa","institution_ids":["https://openalex.org/I95023434"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039005612","display_name":"Olaide N. Oyelade","orcid":"https://orcid.org/0000-0003-1252-0719"},"institutions":[{"id":"https://openalex.org/I95023434","display_name":"University of KwaZulu-Natal","ror":"https://ror.org/04qzfn040","country_code":"ZA","type":"education","lineage":["https://openalex.org/I95023434"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Olaide N. Oyelade","raw_affiliation_strings":["School of Computer Science, University of KwaZulu-Natal, King Edward Road, Pietermaritzburg Campus, Pietermaritzburg, KwaZulu-Natal 3201, South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of KwaZulu-Natal, King Edward Road, Pietermaritzburg Campus, Pietermaritzburg, KwaZulu-Natal 3201, South Africa","institution_ids":["https://openalex.org/I95023434"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050698984","display_name":"Mubarak Almutairi","orcid":"https://orcid.org/0000-0001-6228-7455"},"institutions":[{"id":"https://openalex.org/I4210112337","display_name":"University of Hafr Al-Batin","ror":"https://ror.org/021jt1927","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210112337"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mubarak S. Almutairi","raw_affiliation_strings":["College of Computer Science, University of Hafr Al Batin, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0001-6228-7455","affiliations":[{"raw_affiliation_string":"College of Computer Science, University of Hafr Al Batin, Saudi Arabia","institution_ids":["https://openalex.org/I4210112337"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5060873940"],"corresponding_institution_ids":["https://openalex.org/I95023434"],"apc_list":{"value":2550,"currency":"USD","value_usd":2550},"apc_paid":{"value":2550,"currency":"USD","value_usd":2550},"fwci":7.4428,"has_fulltext":true,"cited_by_count":118,"citation_normalized_percentile":{"value":0.98381143,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"2022","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12222","display_name":"IoT-based Smart Home Systems","score":0.9998000264167786,"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/T12222","display_name":"IoT-based Smart Home Systems","score":0.9998000264167786,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9937000274658203,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9772999882698059,"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/home-automation","display_name":"Home automation","score":0.9338511824607849},{"id":"https://openalex.org/keywords/home-security","display_name":"Home security","score":0.7679706811904907},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.766725480556488},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.619082510471344},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5499241352081299},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.438959002494812},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.43005573749542236},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.4187062084674835},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3725050091743469},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3636552691459656},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.33783388137817383},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2849828004837036},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1379210352897644},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10329380631446838}],"concepts":[{"id":"https://openalex.org/C507571656","wikidata":"https://www.wikidata.org/wiki/Q848436","display_name":"Home automation","level":2,"score":0.9338511824607849},{"id":"https://openalex.org/C2779750879","wikidata":"https://www.wikidata.org/wiki/Q22908936","display_name":"Home security","level":2,"score":0.7679706811904907},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.766725480556488},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.619082510471344},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5499241352081299},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.438959002494812},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.43005573749542236},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.4187062084674835},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3725050091743469},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3636552691459656},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.33783388137817383},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2849828004837036},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1379210352897644},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10329380631446838},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2022/9307961","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2022/9307961","pdf_url":"https://downloads.hindawi.com/journals/wcmc/2022/9307961.pdf","source":{"id":"https://openalex.org/S235346","display_name":"Wireless Communications and Mobile Computing","issn_l":"1530-8669","issn":["1530-8669","1530-8677"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Communications and Mobile Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2b13bf52c14549a5bc73f8862aca5e4e","is_oa":true,"landing_page_url":"https://doaj.org/article/2b13bf52c14549a5bc73f8862aca5e4e","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Wireless Communications and Mobile Computing, Vol 2022 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2022/9307961","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2022/9307961","pdf_url":"https://downloads.hindawi.com/journals/wcmc/2022/9307961.pdf","source":{"id":"https://openalex.org/S235346","display_name":"Wireless Communications and Mobile Computing","issn_l":"1530-8669","issn":["1530-8669","1530-8677"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Communications and Mobile Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6700000166893005,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4205726527.pdf","grobid_xml":"https://content.openalex.org/works/W4205726527.grobid-xml"},"referenced_works_count":52,"referenced_works":["https://openalex.org/W99861265","https://openalex.org/W639708223","https://openalex.org/W1480811131","https://openalex.org/W1755227063","https://openalex.org/W2007873992","https://openalex.org/W2042638791","https://openalex.org/W2042701174","https://openalex.org/W2128130395","https://openalex.org/W2346917322","https://openalex.org/W2517394792","https://openalex.org/W2522966178","https://openalex.org/W2572053624","https://openalex.org/W2576261600","https://openalex.org/W2613718673","https://openalex.org/W2738277789","https://openalex.org/W2771276020","https://openalex.org/W2785559537","https://openalex.org/W2792326307","https://openalex.org/W2809971216","https://openalex.org/W2810123395","https://openalex.org/W2811022503","https://openalex.org/W2867138671","https://openalex.org/W2890010580","https://openalex.org/W2901167231","https://openalex.org/W2920523575","https://openalex.org/W2940791683","https://openalex.org/W2944432529","https://openalex.org/W2949325434","https://openalex.org/W2964240787","https://openalex.org/W2966617151","https://openalex.org/W2984993392","https://openalex.org/W3003783321","https://openalex.org/W3006389878","https://openalex.org/W3017078175","https://openalex.org/W3034933032","https://openalex.org/W3035645664","https://openalex.org/W3045463727","https://openalex.org/W3047145187","https://openalex.org/W3081692415","https://openalex.org/W3084702315","https://openalex.org/W3086301808","https://openalex.org/W3089425310","https://openalex.org/W3090824052","https://openalex.org/W3097178185","https://openalex.org/W3097405520","https://openalex.org/W3100423493","https://openalex.org/W3112232509","https://openalex.org/W3170183213","https://openalex.org/W3201852416","https://openalex.org/W4242134078","https://openalex.org/W6637618429","https://openalex.org/W7071748107"],"related_works":["https://openalex.org/W3111735654","https://openalex.org/W2766278622","https://openalex.org/W4226096802","https://openalex.org/W4241079029","https://openalex.org/W4313484954","https://openalex.org/W4205543962","https://openalex.org/W2901427568","https://openalex.org/W3197743787","https://openalex.org/W2984689647","https://openalex.org/W4323266635"],"abstract_inverted_index":{"Security":[0],"of":[1,37,49,92,103,178,253,266,283,292],"lives":[2],"and":[3,15,26,34,52,71,82,107,129,135,147,174,227,231,260],"properties":[4],"is":[5,98,142,162,188],"highly":[6],"important":[7],"for":[8,85,122,144,171,211,244,257,280],"enhanced":[9],"quality":[10],"living.":[11],"Smart":[12],"home":[13,27,41,53,59,70,77,86,111,119,124,134,168,194],"automation":[14,60,78,112,120,169],"its":[16,136],"application":[17],"have":[18,62,83],"received":[19],"much":[20],"progress":[21],"towards":[22],"convenience,":[23],"comfort,":[24],"safety,":[25],"security.":[28,87],"With":[29],"the":[30,35,40,56,69,74,89,133,151,166,176,185,245,251,254,273,278,281],"advances":[31],"in":[32,68,132],"technology":[33],"Internet":[36],"Things":[38],"(IoT),":[39],"environment":[42],"has":[43],"witnessed":[44],"an":[45,117,160,191,208,217,290],"improved":[46],"remote":[47],"control":[48],"appliances,":[50,125],"monitoring,":[51],"security":[54],"over":[55],"internet.":[57],"Several":[58],"systems":[61,79],"been":[63],"developed":[64,163],"to":[65,73,164,248,276],"monitor":[66],"movements":[67],"report":[72],"user.":[75],"Existing":[76],"detect":[80],"motion":[81,145,215,268],"surveillance":[84,186],"However,":[88],"logical":[90],"aspect":[91],"averting":[93],"unnecessary":[94],"or":[95,193],"fake":[96],"notifications":[97],"still":[99],"a":[100,156,213,221,228,241],"major":[101],"area":[102],"challenge.":[104],"Intelligent":[105],"response":[106,246],"monitoring":[108,126,259],"make":[109],"smart":[110,167],"efficient.":[113],"This":[114],"work":[115],"presents":[116],"intelligent":[118],"system":[121,170],"controlling":[123],"environmental":[127,235],"factors,":[128],"detecting":[130],"movement":[131,153],"surroundings.":[137],"A":[138,181],"deep":[139,157],"learning":[140,158],"model":[141,243,275,288],"proposed":[143,202],"recognition":[146],"classification":[148,279,287],"based":[149,196],"on":[150,197],"detected":[152,183],"patterns.":[154],"Using":[155],"model,":[159],"algorithm":[161],"enhance":[165],"intruder":[172,192],"detection":[173,282],"forestall":[175],"occurrence":[177],"false":[179],"alarms.":[180],"human":[182,267],"by":[184],"camera":[187,210],"classified":[189],"as":[190],"occupant":[195],"his":[198],"walking":[199],"pattern.":[200],"The":[201,234,285],"method\u2019s":[203],"prototype":[204],"was":[205,270],"implemented":[206],"using":[207,240,272],"ESP32":[209],"surveillance,":[212],"PIR":[214],"sensor,":[216],"ESP8266":[218],"development":[219],"board,":[220],"5":[222],"V":[223],"four\u2010channel":[224],"relay":[225],"module,":[226],"DHT11":[229],"temperature":[230],"humidity":[232],"sensor.":[233],"conditions":[236],"measured":[237],"were":[238],"evaluated":[239],"mathematical":[242],"time":[247],"effectively":[249],"show":[250],"accuracy":[252,291],"DHT":[255],"sensor":[256],"weather":[258],"future":[261],"prediction.":[262],"An":[263],"experimental":[264],"analysis":[265],"patterns":[269],"performed":[271],"CNN":[274,286],"evaluate":[277],"humans.":[284],"gave":[289],"99.8%.":[293]},"counts_by_year":[{"year":2026,"cited_by_count":18},{"year":2025,"cited_by_count":31},{"year":2024,"cited_by_count":30},{"year":2023,"cited_by_count":29},{"year":2022,"cited_by_count":10}],"updated_date":"2026-08-11T07:18:39.950985","created_date":"2025-10-10T00:00:00"}