WiFi CSI Based Passive Human Activity Recognition Method Using BLSTM-CNN
P Hu, W Liu, C Yang, Y Sun, J Li - 2023 IEEE 23rd International …, 2023 - ieeexplore.ieee.org
Human activity recognition (HAR) based on WiFi channel state information (CSI) has been
received strong attention in recent years. For this problem, vision-based and sensor-based …
received strong attention in recent years. For this problem, vision-based and sensor-based …
RAGMCL: A Correlation-Feature-Incorporated Multichannel Network for Signal Modulation Recognition
Y Wang, F Cao, X Wang, S Hou - 2024 - researchsquare.com
Signal modulation recognition (SMR) is crucial in wireless communication systems. In recent
years, various modulation recognition algorithms based on deep learning have emerged …
years, various modulation recognition algorithms based on deep learning have emerged …
An Ultra Lightweight Neural Network for Automatic Modulation Classification in Drone Communications
M Wang, S Fang, Y Fan, J Li, Y Zhao, Y Wang - 2024 - researchsquare.com
Abstract Automatic Modulation Classification (AMC) is crucial for unmanned aerial vehicle
(UAV) systems in non-cooperative communications. It enables UAVs to effectively identify …
(UAV) systems in non-cooperative communications. It enables UAVs to effectively identify …