Research Article
Enhancing Home Security with Pressure Mat Sensors: A Multi-modal IoT Approach
@INPROCEEDINGS{10.1007/978-3-031-51849-2_6, author={Karel Veerabudren and Visham Ramsurrun and Mrinal Sharma and Amar Seeam}, title={Enhancing Home Security with Pressure Mat Sensors: A Multi-modal IoT Approach}, proceedings={Innovations and Interdisciplinary Solutions for Underserved Areas. 6th EAI International Conference, InterSol 2023, Flic en Flac, Mauritius, September 16-17, 2023, Proceedings}, proceedings_a={INTERSOL}, year={2024}, month={2}, keywords={IoT Home Security Floor sensors Intruder detection}, doi={10.1007/978-3-031-51849-2_6} }- Karel Veerabudren
Visham Ramsurrun
Mrinal Sharma
Amar Seeam
Year: 2024
Enhancing Home Security with Pressure Mat Sensors: A Multi-modal IoT Approach
INTERSOL
Springer
DOI: 10.1007/978-3-031-51849-2_6
Abstract
Home security is a major concern worldwide, and there are various solutions available, but with limitations. This paper proposes a novel security system that overcomes the limitations of current systems by using piezoresistive sensors placed inside a mat to detect intruders with varying levels of pressure intensities. The proposed system incorporates a camera and a CNN algorithm with the EfficientNet model to detect whether the object is a human, and it is equipped with features like an email and SMS notification mechanism, backup battery, and a sophisticated tracking mechanism. The proposed system is highly resilient to tampering or circumvention and outperforms existing security systems in terms of being non-intrusive, providing tracking features for the intruder, and being resistant to blackouts. This paper documents the research, development, testing, evaluation process, and contributions made to address the security challenges by developing an affordable, easy-to-use, and effective home security system.
