A IoT-based System for Enhanced Home Security using Intelligent Solutions

A IoT-based System for Enhanced Home Security using Intelligent Solutions | Research Square window.SnipcartSettings = { analytics: { enabled: false } }; (function() { var accessVector = localStorage.getItem('access_vector') || ''; window.dataLayer = window.dataLayer || []; if (accessVector) { window.dataLayer.push({ user: { profile: { profileInfo: { snid: accessVector } } } }); } })(); (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src='https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);})(window,document,'script','dataLayer','GTM-K279D39R'); Browse Preprints In Review Journals COVID-19 Preprints AJE Video Bytes Research Tools Research Promotion AJE Professional Editing AJE Rubriq About Preprint Platform In Review Editorial Policies Our Team Advisory Board Help Center Sign In Submit a Preprint Cite Share Download PDF Research Article A IoT-based System for Enhanced Home Security using Intelligent Solutions Avhishek Nandi, Barnali Paul, Deepsubhra Guha Roy This is a preprint; it has not been peer reviewed by a journal. https://doi.org/ 10.21203/rs.3.rs-4245152/v1 This work is licensed under a CC BY 4.0 License Status: Posted Version 1 posted You are reading this latest preprint version Abstract The Internet of Things has evolved in our smart environment, smart devices can function without human involvement. As a result, homes can be converted into intelligent home automation systems that execute computations automatically. This paper mainly focuses on exploring and designing a state-of-the-art Smart Security System by implementing the latest machine learning algorithms and IoT devices. The research highlights the integration of piezo sensors for precisely detecting pressure changes within the household and using a variety of Arduino boards to transmit this signal to a control system. The paper also examines how to trigger cameras equipped with image recognition technology to identify unfamiliar faces or suspicious behaviours, along with motion-based multiple object tracking and face identification when pressure changes are detected. Additionally, the paper discusses future developments, such as deep-learning-based object recognition and enhanced encryption methods, to uphold accuracy, privacy, and security. Smart Home Security Systems (SHSS) Piezo Sensors Deep Learning Encryption Privacy Security. Full Text Additional Declarations No competing interests reported. Cite Share Download PDF Status: Posted Version 1 posted You are reading this latest preprint version Research Square lets you share your work early, gain feedback from the community, and start making changes to your manuscript prior to peer review in a journal. As a division of Research Square Company, we’re committed to making research communication faster, fairer, and more useful. We do this by developing innovative software and high quality services for the global research community. Our growing team is made up of researchers and industry professionals working together to solve the most critical problems facing scientific publishing. Also discoverable on Platform About Our Team In Review Editorial Policies Advisory Board Help Center Resources Author Services Accessibility API Access RSS feed Manage Cookie Preferences © Research Square 2026 | ISSN 2693-5015 (online) Privacy Policy Terms of Service Do Not Sell My Personal Information {"props":{"pageProps":{"initialData":{"identity":"rs-4245152","acceptedTermsAndConditions":true,"allowDirectSubmit":true,"archivedVersions":[],"articleType":"Research Article","associatedPublications":[],"authors":[{"id":290830913,"identity":"737faadf-407e-4306-8886-eb832b50a177","order_by":0,"name":"Avhishek Nandi","email":"","orcid":"","institution":"Institute of Engineering \u0026 Management","correspondingAuthor":false,"prefix":"","firstName":"Avhishek","middleName":"","lastName":"Nandi","suffix":""},{"id":290830914,"identity":"d17a8700-81aa-4bdf-bef5-4861bf596365","order_by":1,"name":"Barnali Paul","email":"","orcid":"","institution":"Institute of Engineering \u0026 Management","correspondingAuthor":false,"prefix":"","firstName":"Barnali","middleName":"","lastName":"Paul","suffix":""},{"id":290830915,"identity":"e95e14c8-3f55-45cd-9f28-fb0f9df1e78e","order_by":2,"name":"Deepsubhra Guha Roy","email":"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAZAAAAAyAQMAAABI0h/eAAAABlBMVEX///8AAABVwtN+AAAACXBIWXMAAA7EAAAOxAGVKw4bAAAA+ElEQVRIiWNgGAWjYLACxoYDIIqNgaECSDEzN5Ci5QxICyMpWhjbIFy8qs3be4w/8+64k8/fv8bswc95tdH87UAtPyq24dQic+aMmTTvmWeWM268MTfs3XY8d8ZhxgbGnjO3cWqRkMgxY+ZtO2zAcOOMmQTvtmO5DUAtzIxteLUAHQbUIg/UIvl3zrHc+URoMZAGaTE43wN0YUNN7gaCWniOlUnOPXPYwPAGW5m0zLEDuRuBWg7i9Qt78+YPb3ccNpA7f3ib5Juautx55w8ffPCjArcWBgYOA6jmBBB5GMw+gEc9ELA/gND8YHV1+BWPglEwCkbBiAQASltfkaya2V0AAAAASUVORK5CYII=","orcid":"","institution":"Institute of Engineering \u0026 Management","correspondingAuthor":true,"prefix":"","firstName":"Deepsubhra","middleName":"Guha","lastName":"Roy","suffix":""}],"badges":[],"createdAt":"2024-04-10 05:14:18","currentVersionCode":1,"declarations":"","doi":"10.21203/rs.3.rs-4245152/v1","doiUrl":"https://doi.org/10.21203/rs.3.rs-4245152/v1","draftVersion":[],"editorialEvents":[],"editorialNote":"","failedWorkflow":false,"files":[{"id":58576829,"identity":"ccc168ee-ede7-4f2f-a47a-2dc7b1fafab7","added_by":"auto","created_at":"2024-06-18 12:19:08","extension":"pdf","order_by":1,"title":"","display":"","copyAsset":false,"role":"manuscript-pdf","size":858483,"visible":true,"origin":"","legend":"","description":"","filename":"SHSS1.pdf","url":"https://assets-eu.researchsquare.com/files/rs-4245152/v1_covered_af03c319-f0db-4e1e-ab33-2423ab4a6d59.pdf"}],"financialInterests":"No competing interests reported.","formattedTitle":"A IoT-based System for Enhanced Home Security using Intelligent Solutions","fulltext":[],"fulltextSource":"","fullText":"","funders":[],"hasAdminPriorityOnWorkflow":false,"hasManuscriptDocX":false,"hasOptedInToPreprint":true,"hasPassedJournalQc":"","hasAnyPriority":false,"hideJournal":true,"highlight":"","institution":"","isAcceptedByJournal":false,"isAuthorSuppliedPdf":true,"isDeskRejected":"","isHiddenFromSearch":false,"isInQc":false,"isInWorkflow":false,"isPdf":true,"isPdfUpToDate":true,"isWithdrawnOrRetracted":false,"journal":{"display":true,"email":"[email protected]","identity":"researchsquare","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":true,"externalIdentity":"","sideBox":"","snPcode":"","submissionUrl":"/submission","title":"Research Square","twitterHandle":"researchsquare","acdcEnabled":true,"dfaEnabled":false,"editorialSystem":"","reportingPortfolio":"","inReviewEnabled":false,"inReviewRevisionsEnabled":true},"keywords":"Smart Home Security Systems (SHSS), Piezo Sensors, Deep Learning, Encryption, Privacy, Security.","lastPublishedDoi":"10.21203/rs.3.rs-4245152/v1","lastPublishedDoiUrl":"https://doi.org/10.21203/rs.3.rs-4245152/v1","license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/"},"manuscriptAbstract":"The Internet of Things has evolved in our smart environment, smart devices can function without human involvement. 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