Cognitive Transformation in Personal IoT: Pioneering Intelligent Automation

In recent years, IoT has transformed personal environments by integrating diverse smart devices. This paper presents an advanced IoT architecture that optimizes network infrastructure, focusing on the adoption of MQTT protocol and introducing Cognitive Smart Objects for managing personal IoT applications. These objects use Neural Networks to predict optimal actions based on user behavior patterns. A Continuous Learning mechanism enables real-time adaptation of the network to evolving user interactions. The study highlights the role of Cognitive Transformation in Personal IoT, driving intelligent automation and enhancing user experience.

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Publication Details

Journal
Cyber-Physical Systems
Published
2024-10-18
DOI
https://doi.org/10.1080/23335777.2024.2411736
Citations
4
Primary Topic
IoT and Edge/Fog Computing
Type
article
Field-Weighted Citation Impact
1.40
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article

Cognitive Transformation in Personal IoT: Pioneering Intelligent Automation

Bisma Gulzar, Shabir Ahmad Sofi, Sahil Sholla
4 citations
Cyber-Physical Systems
IoT and Edge/Fog Computing
1.40
article

Cognitive Transformation in Personal IoT: Pioneering Intelligent Automation

Bisma Gulzar, Shabir Ahmad Sofi, Sahil Sholla
article en
4 citations

Abstract

In recent years, IoT has transformed personal environments by integrating diverse smart devices. This paper presents an advanced IoT architecture that optimizes network infrastructure, focusing on the adoption of MQTT protocol and introducing Cognitive Smart Objects for managing personal IoT applications. These objects use Neural Networks to predict optimal actions based on user behavior patterns. A Continuous Learning mechanism enables real-time adaptation of the network to evolving user interactions. The study highlights the role of Cognitive Transformation in Personal IoT, driving intelligent automation and enhancing user experience.

Cyber-Physical SystemsVol. 11(2)
Islamic University of Science and Technology (IN), National Institute of Technology Srinagar (IN)
Openalex Percentile: Top 17%
IoT and Edge/Fog Computing
1.40
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