A Radar-Based System for Detection of Human Fall Utilizing Analog Hardware Architectures of Decision Tree Model

A Radar-Based System for Detection of Human Fall Utilizing Analog Hardware Architectures of Decision Tree Model

A fall-detection system was implemented utilizing a 2.45 GHz continuous wave radar along with power-efficient and fully-analog integrated classifier architectures. The Power Burst Curve and the effective acceleration were derived from the short time Fourier transform, and then processed by the analo...

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Bibliographic Details
Main Authors: Vassilis Alimisis, Dimitrios G. Arnaoutoglou, Emmanouil Anastasios Serlis, Argyro Kamperi, Konstantinos Metaxas, George A. Kyriacou, Paul P. Sotiriadis
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Open Journal of Circuits and Systems
Subjects:
Analog hardware classifier
decision tree
fall-detection
radar-based system
sigmoid-based implementation
sub-threshold region
Online Access:https://ieeexplore.ieee.org/document/10542293/
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