TRANS-CNN-Based Gesture Recognition for mmWave Radar

TRANS-CNN-Based Gesture Recognition for mmWave Radar

In order to improve the real-time performance of gesture recognition by a micro-Doppler map of mmWave radar, the point cloud based gesture recognition for mmWave radar is proposed in this paper. Two steps are carried out for mmWave radar-based gesture recognition. The first step is to estimate the p...

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Bibliographic Details
Main Authors: Huafeng Zhang, Kang Liu, Yuanhui Zhang, Jihong Lin
Format: Article
Language:English
Published: MDPI AG 2024-03-01
Series:Sensors
Subjects:
mmWave radar
dynamic gesture recognition
multi-head self-attention mechanism
TRANS-CNN
point cloud
Online Access:https://www.mdpi.com/1424-8220/24/6/1800

Internet

https://www.mdpi.com/1424-8220/24/6/1800

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