Sound detection technology and Heron's Law for secure monitoring system

Pratibhushan Neupane, Abeer Alsadoon, Mustafa S. Kadhm, P. W.C. Prasad, Manoranjan Paul, Amr Elchouemi, Ashutosh Kumar Singh

Research output: Book chapter/Published conference paperConference paperpeer-review

Abstract

The intruder's image and sound detection did not employ effetely in the various types of existing monitoring systems. The monitoring systems capture all wanted, unwanted objects in the monitoring zone, and do not detect objects in the blind monitoring zone. Therefore, this paper aims to increase the accuracy of monitoring system by detecting only the desired object's image, sound or both accurately. The proposed system used the sound detection capability in order to increase the system accuracy. Different sound detection algorithms are used to detect the sound that obtained by various sensors, then Heron's law is implemented to avoid the sound from external sources and prevent to track the undesired objects. The obtained results increased the detection accuracy by 30% comparing to the existing systems results. The proposed system provides the ability to detect the desired intruder inside and outside monitoring zone and avoiding other small objects, which curtail the tracking errors rate by approximately 11%. The various sound detection algorithms implemented in the systems solve the problem of detecting the objects in the blind monitoring zone, where a location is not needed to track objects. Likewise, the Herons law is implemented to avoid the external source as well as to track the smaller object except for intruders.
Original languageEnglish
Title of host publicationProceedings of the International Conference on Machine Learning, Big Data, Cloud and Parallel Computing
Subtitle of host publicationTrends, Prespectives and Prospects, COMITCon 2019
PublisherIEEE, Institute of Electrical and Electronics Engineers
Pages531-537
Number of pages7
ISBN (Electronic)9781728102115
DOIs
Publication statusPublished - Feb 2019
Event2019 International Conference on Machine Learning, Big Data, Cloud and Parallel Computing, COMITCon 2019 - Manav Rachna International Institute of Research and Studies, Faridabad, India
Duration: 14 Feb 201916 Feb 2019
https://ieeexplore.ieee.org/xpl/conhome/8851231/proceeding (proceedings)
https://easychair.org/cfp/COMITCON2019 (conference details)

Publication series

NameProceedings of the International Conference on Machine Learning, Big Data, Cloud and Parallel Computing: Trends, Prespectives and Prospects, COMITCon 2019

Conference

Conference2019 International Conference on Machine Learning, Big Data, Cloud and Parallel Computing, COMITCon 2019
Abbreviated titleTrends, Perspectives and Prospects
Country/TerritoryIndia
CityFaridabad
Period14/02/1916/02/19
Internet address

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