Radar-Based Hand Gesture Recognition Using Spiking Neural Networks

Radar-Based Hand Gesture Recognition Using Spiking Neural Networks

We propose a spiking neural network (SNN) approach for radar-based hand gesture recognition (HGR), using frequency modulated continuous wave (FMCW) millimeter-wave radar. After pre-processing the range-Doppler or micro-Doppler radar signal, we use a signal-to-spike conversion scheme that encodes rad...

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Bibliographic Details
Main Authors: Ing Jyh Tsang, Federico Corradi, Manolis Sifalakis, Werner Van Leekwijck, Steven Latré
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Electronics
Subjects:
radar
liquid state machine
spiking neural network
hand gesture recognition
Online Access:https://www.mdpi.com/2079-9292/10/12/1405

Internet

https://www.mdpi.com/2079-9292/10/12/1405

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