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 …
A survey of machine learning for indoor positioning
Widespread proliferation of wireless coverage has enabled culmination of number of
advanced location-based services (LBS). Continuous tracking of accurate physical location …
advanced location-based services (LBS). Continuous tracking of accurate physical location …
RT-Fall: A real-time and contactless fall detection system with commodity WiFi devices
This paper presents the design and implementation of RT-Fall, a real-time, contactless, low-
cost yet accurate indoor fall detection system using the commodity WiFi devices. RT-Fall …
cost yet accurate indoor fall detection system using the commodity WiFi devices. RT-Fall …
Towards 3D human pose construction using WiFi
This paper presents WiPose, the first 3D human pose construction framework using
commercial WiFi devices. From the pervasive WiFi signals, WiPose can reconstruct 3D …
commercial WiFi devices. From the pervasive WiFi signals, WiPose can reconstruct 3D …
A survey on fusion-based indoor positioning
Demands for indoor positioning based services (IPS) in commercial and military fields have
spurred many positioning systems and techniques. Complex electromagnetic environments …
spurred many positioning systems and techniques. Complex electromagnetic environments …
CSI phase fingerprinting for indoor localization with a deep learning approach
With the increasing demand of location-based services, indoor localization based on
fingerprinting has become an increasingly important technique due to its high accuracy and …
fingerprinting has become an increasingly important technique due to its high accuracy and …
Deep convolutional neural networks for indoor localization with CSI images
With the increasing demand of location-based services, Wi-Fi based localization has
attracted great interest because it provides ubiquitous access in indoor environments. In this …
attracted great interest because it provides ubiquitous access in indoor environments. In this …
WiFi vision: Sensing, recognition, and detection with commodity MIMO-OFDM WiFi
Indoor human sensing, recognition, and detection, as key enablers of building smart
environments, such as smart home, smart retail, and smart museum, have gained …
environments, such as smart home, smart retail, and smart museum, have gained …
TensorBeat: Tensor decomposition for monitoring multiperson breathing beats with commodity WiFi
Breathing signal monitoring can provide important clues for health problems. Compared to
existing techniques that require wearable devices and special equipment, a more desirable …
existing techniques that require wearable devices and special equipment, a more desirable …