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Updated: Jun 27, 2026

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使用FSK雷达传感器进行手势识别

Kimoon Yang1,2, Minji Kim1,2, Yunho Jung3,4

  • 1Department Semiconductor Systems Engineering, Sejong University, Gunja-dong, Gwangjin-gu, Seoul 05006, Republic of Korea.

Sensors (Basel, Switzerland)
|January 23, 2024
PubMed
概括

这项研究引入了一种新的手势识别系统,使用频率转移键 (FSK) 雷达和卷积神经网络 (CNN). 该系统准确地识别各种距离的手势,克服了以前连续波 (CW) 雷达方法的局限性.

关键词:
这是一个多普勒雷达雷达.这是一个FSK雷达.卷积神经网络是一种卷积神经网络.数据预处理数据预处理.手的手势识别手势识别人与计算机的互动.微多普勒签名微多普勒签名

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IR Frequency Region: Fingerprint Region01:03

IR Frequency Region: Fingerprint Region

IR spectra are divided into two main regions: the diagnostic region and the fingerprint region. The diagnostic region of the spectrum lies above 1500 cm−1. The absorptions resulting from single-bond vibrations of the N–H, C–H, and O–H stretch at higher wavenumbers and appear on the left side of the spectrum. The stretching absorptions of the C≡C and C≡N occur between 2100–2300 cm−1. In contrast, those arising from stretching absorptions of the C=O, C=N, and C=C occur between 1600–1850 cm−1.
The...