SMCNet applies a complex-valued CNN to mmWave radar IQ data for high-accuracy surface material classification across multiple and unseen sensing distances.
”Complex-Valued Deep Learning for WiFi-Based Indoor Positioning: Method and Performance,” European Wireless 2024, Brno, Czech Republic
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SMCNet: Supervised Surface Material Classification Using mmWave Radar IQ Signals and Complex-valued CNNs
SMCNet applies a complex-valued CNN to mmWave radar IQ data for high-accuracy surface material classification across multiple and unseen sensing distances.