Enhancing home security with pressure mat sensors: a multi-modal IoT approach
Conference paper
Veerabudren, K., Ramsurrun, V., Sharma, M. and Seeam, A. 2024. Enhancing home security with pressure mat sensors: a multi-modal IoT approach. Seeam, A., Ramsurrun, V., Juddoo, S. and Phokeer, A. (ed.) 6th EAI International Conference. Flic en Flac, Mauritius 16 - 17 Sep 2023 Springer. https://doi.org/10.1007/978-3-031-51849-2_6
Type | Conference paper |
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Title | Enhancing home security with pressure mat sensors: a multi-modal IoT approach |
Authors | Veerabudren, K., Ramsurrun, V., Sharma, M. and Seeam, A. |
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. |
Keywords | IoT Home Security; Floor sensors; Intruder detection |
Sustainable Development Goals | 9 Industry, innovation and infrastructure |
Middlesex University Theme | Creativity, Culture & Enterprise |
Conference | 6th EAI International Conference |
Proceedings Title | Innovations and Interdisciplinary Solutions for Underserved Areas: 6th EAI International Conference, InterSol 2023, Flic en Flac, Mauritius, September 16-17, 2023, Proceedings |
Series | Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering (LNICST) |
Editors | Seeam, A., Ramsurrun, V., Juddoo, S. and Phokeer, A. |
ISSN | 1867-8211 |
Electronic | 1867-822X |
ISBN | |
Paperback | 9783031518485 |
Electronic | 9783031518492 |
Publisher | Springer |
Publication dates | |
Online | 02 Feb 2024 |
Publication process dates | |
Accepted | 08 Jul 2023 |
Deposited | 25 Mar 2024 |
Output status | Published |
Accepted author manuscript | File Access Level Open |
Digital Object Identifier (DOI) | https://doi.org/10.1007/978-3-031-51849-2_6 |
Web address (URL) of conference proceedings | https://doi.org/10.1007/978-3-031-51849-2 |
Language | English |
https://repository.mdx.ac.uk/item/z8w54
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Accepted author manuscript
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