Integrated Modeling and Target Classification Based on mmWave SAR and CNN Approach

Integrated Modeling and Target Classification Based on mmWave SAR and CNN Approach

This study presents a numerical modeling approach that utilizes millimeter-wave (mm-Wave) Frequency-Modulated Continuous-Wave (FMCW) radar to reconstruct and classify five weapon types: grenades, knives, guns, iron rods, and wrenches. A dataset of 1000 images of these weapons was collected from vari...

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Bibliographic Details
Main Authors: Chandra Wadde, Gayatri Routhu, Mark Clemente-Arenas, Surya Prakash Gummadi, Rupesh Kumar
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Sensors
Subjects:
mmWave FMCW radar
synthetic aperture radar (SAR)
reflectivity-added images
convolutional neural networks (CNN)
Online Access:https://www.mdpi.com/1424-8220/24/24/7934
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