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| Title | Secure Smart Home Architecture For Ambient-Assisted Living Using A Multimedia Internet Of Things Based System In Smart Cities |
|---|---|
| ID_Doc | 47678 |
| Authors | Ouni R.; Saleem K. |
| Year | 2024 |
| Published | Mathematical Biosciences and Engineering, 21, 3 |
| DOI | http://dx.doi.org/10.3934/mbe.2024153 |
| Abstract | Recent advances in smartphones and remote monitoring based on the Internet of Things (IoT) have enabled improved multidimensional intelligent services. The advent of IoT-based wearable and multimedia sensors has prevented millions of mishaps through seamless and systematic monitoring. An IoT-based monitoring system is composed of several sensor devices to measure vital signs, fall detection, energy consumption, and visual recognition. As the data collected by the sensors are transmitted to cloud storage through the Internet, data security is a major concern when transmitting data from remote locations. To improve data security and prediction accuracy, in this study, we proposed a smart and secure multimedia IoT monitoring system for smart homes backed up by smart grid supervisory control and data acquisition (SCADA). The proposed system employs state-of-the-art IoT microcontrollers and hardware devices and integrates them in a manner that significantly affects the accuracy and speed of the entire system. Furthermore, the information gathered from IoT is securely transferred through private channels and stored on the cloud, which can be accessed authentically and reliably using an information system built into an IoT application. The output was extensively compared in terms of power consumption and delivery ratio, which were based on the values collected with sequence numbers. The comparative analysis demonstrated that the proposed approach provides increased prediction accuracy and better security. Hence, the proposed power-efficient prototype model monitors the entire smart home environment in real time and serves as an early warning system for critical situations. © 2024 the Author(s). |
| Author Keywords | data security; Internet of Things; remote sensing system; smart homes |
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