CubeLearn: End-to-End Learning for Human Motion Recognition From Raw mmWave Radar Signals

Author:

Zhao Peijun1ORCID,Lu Chris Xiaoxuan2ORCID,Wang Bing1,Trigoni Niki1ORCID,Markham Andrew1ORCID

Affiliation:

1. Department of Computer Science, University of Oxford, Oxford, U.K.

2. Department of Informatics, University of Edinburgh, Edinburgh, U.K

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computer Networks and Communications,Computer Science Applications,Hardware and Architecture,Information Systems,Signal Processing

Reference42 articles.

1. An End-to-End Network for Continuous Human Motion Recognition via Radar Radios

2. Visualizing data using t-SNE;van der maaten;J Mach Learn Res,2008

3. Using an End-to-End Convolutional Network on Radar Signal for Human Activity Classification

4. Spectrum-based single-snapshot super-resolution direction-of-arrival estimation using deep learning;gall;Proc IEEE German Microw Conf (GeMiC),2020

5. Gesture recognition with a low power FMCW radar and a deep convolutional neural network

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