WiFi sensing with channel state information: A survey

Y Ma, G Zhou, S Wang - ACM Computing Surveys (CSUR), 2019 - dl.acm.org
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 …

Wireless sensing for human activity: A survey

J Liu, H Liu, Y Chen, Y Wang… - … Surveys & Tutorials, 2019 - ieeexplore.ieee.org
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 …

A survey of machine learning for indoor positioning

A Nessa, B Adhikari, F Hussain, XN Fernando - IEEE access, 2020 - ieeexplore.ieee.org
Widespread proliferation of wireless coverage has enabled culmination of number of
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

H Wang, D Zhang, Y Wang, J Ma… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
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 …

Towards 3D human pose construction using WiFi

W Jiang, H Xue, C Miao, S Wang, S Lin, C Tian… - Proceedings of the 26th …, 2020 - dl.acm.org
This paper presents WiPose, the first 3D human pose construction framework using
commercial WiFi devices. From the pervasive WiFi signals, WiPose can reconstruct 3D …

A survey on fusion-based indoor positioning

X Guo, N Ansari, F Hu, Y Shao… - … Surveys & Tutorials, 2019 - ieeexplore.ieee.org
Demands for indoor positioning based services (IPS) in commercial and military fields have
spurred many positioning systems and techniques. Complex electromagnetic environments …

CSI phase fingerprinting for indoor localization with a deep learning approach

X Wang, L Gao, S Mao - IEEE Internet of Things Journal, 2016 - ieeexplore.ieee.org
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 …

Deep convolutional neural networks for indoor localization with CSI images

X Wang, X Wang, S Mao - IEEE Transactions on Network …, 2018 - ieeexplore.ieee.org
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 …

WiFi vision: Sensing, recognition, and detection with commodity MIMO-OFDM WiFi

Y He, Y Chen, Y Hu, B Zeng - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
Indoor human sensing, recognition, and detection, as key enablers of building smart
environments, such as smart home, smart retail, and smart museum, have gained …

TensorBeat: Tensor decomposition for monitoring multiperson breathing beats with commodity WiFi

X Wang, C Yang, S Mao - ACM Transactions on Intelligent Systems and …, 2017 - dl.acm.org
Breathing signal monitoring can provide important clues for health problems. Compared to
existing techniques that require wearable devices and special equipment, a more desirable …