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A CNN and diffusion based encoder-decoder model to extract fine-grained human vital waveforms from mmWave radar
Published 2025“…In this work, we propose an end-to-end neural network model comprising a wavelet transform and CNN-based encoder paired with a diffusion model-based decoder to facilitate the fine-grained recovery of ECG waveforms from a non-contact mmWave radar monitoring system. …”
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Thesis-Master by Coursework -
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Design and analysis of passive phase shifters using controllable defected ground structures in 65nm CMOS technology for 77-81 GHz automotive radar
Published 2024“…The operating frequency band for automotive radar is now confirmed to be 76-77 GHz for Long Range Radar (LRR), and 77-81 GHz wideband to achieve higher resolution for Middle Range Radar (MRR) and Short Range Radar (SRR) applications. …”
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Thesis-Doctor of Philosophy -
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Mimicking localized surface plasmons with structural dispersion
Published 2021Get full text
Journal Article