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WiFi sensing with channel state information: A survey
With the high demand for wireless data traffic, WiFi networks have experienced very rapid
growth, because they provide high throughput and are easy to deploy. Recently, Channel …
growth, because they provide high throughput and are easy to deploy. Recently, Channel …
Wireless sensing for human activity: A survey
With the advancement of wireless technologies and sensing methodologies, many studies
have shown the success of re-using wireless signals (eg, WiFi) to sense human activities …
have shown the success of re-using wireless signals (eg, WiFi) to sense human activities …
Towards environment independent device free human activity recognition
Driven by a wide range of real-world applications, significant efforts have recently been
made to explore device-free human activity recognition techniques that utilize the …
made to explore device-free human activity recognition techniques that utilize the …
FarSense: Pushing the range limit of WiFi-based respiration sensing with CSI ratio of two antennas
The past few years have witnessed the great potential of exploiting channel state information
retrieved from commodity WiFi devices for respiration monitoring. However, existing …
retrieved from commodity WiFi devices for respiration monitoring. However, existing …
Wifi sensing on the edge: Signal processing techniques and challenges for real-world systems
In this work, we evaluate the feasibility of deploying ubiquitous WiFi sensing systems at the
edge and consider the applicability of existing techniques on constrained edge devices and …
edge and consider the applicability of existing techniques on constrained edge devices and …
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 …
Evolution and impact of Wi-Fi technology and applications: A historical perspective
The IEEE 802.11 standard for wireless local area networking (WLAN), commercially known
as Wi-Fi, has become a necessity in our day-to-day life. Over a billion Wi-Fi access points …
as Wi-Fi, has become a necessity in our day-to-day life. Over a billion Wi-Fi access points …
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 …
Emotion recognition using wireless signals
This paper demonstrates a new technology that can infer a person's emotions from RF
signals reflected off his body. EQ-Radio transmits an RF signal and analyzes its reflections …
signals reflected off his body. EQ-Radio transmits an RF signal and analyzes its reflections …
Two-stream convolution augmented transformer for human activity recognition
Recognition of human activities is an important task due to its far-reaching applications such
as healthcare system, context-aware applications, and security monitoring. Recently, WiFi …
as healthcare system, context-aware applications, and security monitoring. Recently, WiFi …