Human Activity Classification Using mm-Wave FMCW Radar by Improved Representation Learning

Author:

Stadelmayer Thomas1,Stadelmayer Markus2,Santra Avik3,Weigel Robert4,Lurz Fabian4

Affiliation:

1. Friedrich-Alexander University, Infineon Technologies, AG Munich, Germany

2. Johannes Kepler University, Linz, Austria

3. Infineon Technologies, AG Munich, Germany

4. Friedrich-Alexander University, Erlangen, Germany

Publisher

ACM

Cited by 12 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. HAROOD: Human Activity Classification and Out-Of-Distribution Detection with Short-Range FMCW Radar;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14

2. Out-of-Distribution Detection for Radar-based Gesture Recognition Using Metric-Learning;2023 IEEE Radio and Wireless Symposium (RWS);2023-01-22

3. XAI-BayesHAR: A novel Framework for Human Activity Recognition with Integrated Uncertainty and Shapely Values;2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA);2022-12

4. Deep Metric Learning;Methods and Techniques in Deep Learning;2022-11-18

5. Radar-Based Gesture Recognition Using a Variational Autoencoder With Deep Statistical Metric Learning;IEEE Transactions on Microwave Theory and Techniques;2022-11

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