Machine Learning Based Predictive Model for Data Fusion Based Intruder Alert System
Main Article Content
Abstract
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.
Article Details
Issue
Section
Articles