Machine Learning Based Predictive Model for Data Fusion Based Intruder Alert System

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V. Lakshmi Chaitanya, Farooq sunar mahammad , G. Neelima, Godi Sri Sahitya, P. Naga Jhansi, V. Naga Vyshnavi, Malpa Saisupriya


A Linear Regression and Support Vector Machine based algorithm is proposed with the two people detection sensors placed at the entry point of a building. The two sensors are ultrasonic sensor and microphone sensor. A Linear Regression model and SVM model is created for this and based on a simple top-down calculation done of the output of them both, the decision is taken for intruder identification. Arrays of ultrasonic sensors and microphone sensors are employed for aggregated output.


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