Artifical Intelligence-Based Smart Security System Using Internet of Things for Smart Home Applications

This study presents the design and development of an AI-based Smart Security System leveraging IoT technology for smart home applications. This research focuses on exploring and evaluating various artificial intelligence (AI) and Internet of Things (IoT) options, particularly in video processing and smart home security. The system is structured around key components: IoT technology elements, software management of IoT interactions, AI-driven video processing, and user information delivery methods. Each component’s selection is based on a comparative analysis of alternative approaches, emphasizing the advantages of the chosen solutions. This study provides an in-depth discussion of the theoretical framework and implementation strategies used to integrate these technologies into the security system. Results from the system’s deployment and testing are analyzed, highlighting the system’s performance and the challenges faced during integration. This study also addresses how these challenges were mitigated through specific adaptations. Finally, potential future enhancements are suggested to further improve the system, including recommendations on how these upgrades could advance the functionality and effectiveness of AI-based Smart Security Systems in smart home applications.

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Publication Details

Journal
Electronics
Published
2025-02-04
DOI
https://doi.org/10.3390/electronics14030608
Citations
12
Primary Topic
Video Surveillance and Tracking Methods
Type
article
Field-Weighted Citation Impact
15.31

Funders

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article

Artifical Intelligence-Based Smart Security System Using Internet of Things for Smart Home Applications

Hakilo Sabit
12 citations
Electronics
Video Surveillance and Tracking Methods
15.31
article

Artifical Intelligence-Based Smart Security System Using Internet of Things for Smart Home Applications

Hakilo Sabit
article en
12 citations

Abstract

This study presents the design and development of an AI-based Smart Security System leveraging IoT technology for smart home applications. This research focuses on exploring and evaluating various artificial intelligence (AI) and Internet of Things (IoT) options, particularly in video processing and smart home security. The system is structured around key components: IoT technology elements, software management of IoT interactions, AI-driven video processing, and user information delivery methods. Each component’s selection is based on a comparative analysis of alternative approaches, emphasizing the advantages of the chosen solutions. This study provides an in-depth discussion of the theoretical framework and implementation strategies used to integrate these technologies into the security system. Results from the system’s deployment and testing are analyzed, highlighting the system’s performance and the challenges faced during integration. This study also addresses how these challenges were mitigated through specific adaptations. Finally, potential future enhancements are suggested to further improve the system, including recommendations on how these upgrades could advance the functionality and effectiveness of AI-based Smart Security Systems in smart home applications.

ElectronicsVol. 14(3)
Auckland University of Technology (NZ)
Auckland University of Technology, New Zealand
Openalex Percentile: Top 1%
Video Surveillance and Tracking Methods
15.31
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