A survey on behavior recognition using WiFi channel state information
In this article, we present a survey of recent advances in passive human behavior
recognition in indoor areas using the channel state information (CSI) of commercial WiFi …
recognition in indoor areas using the channel state information (CSI) of commercial WiFi …
A survey on human behavior recognition using channel state information
Z Wang, K Jiang, Y Hou, W Dou, C Zhang… - Ieee …, 2019 - ieeexplore.ieee.org
Recently, device-free human behavior recognition has become a hot research topic and has
achieved significant progress in the field of ubiquitous computing. Among various …
achieved significant progress in the field of ubiquitous computing. Among various …
WiFi CSI-based human activity recognition using deep recurrent neural network
J Ding, Y Wang - IEEE Access, 2019 - ieeexplore.ieee.org
Human activity recognition based on channel state information (CSI) using commercial WiFi
devices plays an increasingly important role in many applications, such as smart home and …
devices plays an increasingly important role in many applications, such as smart home and …
A survey on CSI-based human behavior recognition in through-the-wall scenario
Z Wang, K Jiang, Y Hou, Z Huang, W Dou… - IEEE …, 2019 - ieeexplore.ieee.org
Recent years have witnessed increasing research interest in human behavior recognition as
it provides attractive applications in various sensing scenarios. Among these encouraging …
it provides attractive applications in various sensing scenarios. Among these encouraging …
Device-free human activity recognition using commercial WiFi devices
Since human bodies are good reflectors of wireless signals, human activities can be
recognized by monitoring changes in WiFi signals. However, existing WiFi-based human …
recognized by monitoring changes in WiFi signals. However, existing WiFi-based human …
Location-and person-independent activity recognition with WiFi, deep neural networks, and reinforcement learning
In recent years, Channel State Information (CSI) measured by WiFi is widely used for human
activity recognition. In this article, we propose a deep learning design for location-and …
activity recognition. In this article, we propose a deep learning design for location-and …
Paws: Passive human activity recognition based on wifi ambient signals
Indoor human activity recognition remains a hot topic and receives tremendous research
efforts during the last few decades. However, previous solutions either rely on special …
efforts during the last few decades. However, previous solutions either rely on special …
Wi-motion: A robust human activity recognition using WiFi signals
Recent research has shown that human motions and positions can be recognized through
WiFi signals. The key intuition is that different motions and positions introduce different …
WiFi signals. The key intuition is that different motions and positions introduce different …
Channel selective activity recognition with WiFi: A deep learning approach exploring wideband information
WiFi-based human activity recognition explores the correlations between body movement
and the reflected WiFi signals to classify different activities. State-of-the-art solutions mostly …
and the reflected WiFi signals to classify different activities. State-of-the-art solutions mostly …
Attention-based hybrid deep learning network for human activity recognition using WiFi channel state information
The recognition of human movements is a crucial aspect of AI-related research fields.
Although methods using vision and sensors provide more valuable data, they come at the …
Although methods using vision and sensors provide more valuable data, they come at the …