CSI-DeepNet: A Lightweight Deep Convolutional Neural Network Based Hand Gesture Recognition System Using Wi-Fi CSI Signal

CSI-DeepNet: A Lightweight Deep Convolutional Neural Network Based Hand Gesture Recognition System Using Wi-Fi CSI Signal

Hand gesture is a visual input of human-computer interaction for providing different applications in smart homes, healthcare, and eldercare. Most deep learning-based techniques adopt standard convolution neural networks (CNNs) which require a large number of model parameters with high computational...

Full description

Bibliographic Details
Main Authors: M. Humayun Kabir, Md. Ali Hasan, Wonjae Shin
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Hand gesture recognition
channel state information (CSI)
deep learning
depthwise separable convolutional neural network (DS-Conv)
feature attention
residual block
Online Access:https://ieeexplore.ieee.org/document/9931675/

Internet

https://ieeexplore.ieee.org/document/9931675/

Similar Items