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 …
Sensing and machine learning for automotive perception: A review
Automotive perception involves understanding the external driving environment and the
internal state of the vehicle cabin and occupants using sensor data. It is critical to achieving …
internal state of the vehicle cabin and occupants using sensor data. It is critical to achieving …
Wifi sensing on the edge: Signal processing techniques and challenges for real-world systems
SM Hernandez, E Bulut - IEEE Communications Surveys & …, 2022 - ieeexplore.ieee.org
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 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 …
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 …
Human activity sensing with wireless signals: A survey
Wireless networks have been widely deployed with a high demand for wireless data traffic.
The ubiquitous availability of wireless signals brings new opportunities for non-intrusive …
The ubiquitous availability of wireless signals brings new opportunities for non-intrusive …
DeepSeg: Deep-learning-based activity segmentation framework for activity recognition using WiFi
Due to its nonintrusive character, WiFi channel state information (CSI)-based activity
recognition has attracted tremendous attention in recent years. Since activity recognition …
recognition has attracted tremendous attention in recent years. Since activity recognition …
A framework for human activity recognition based on WiFi CSI signal enhancement
J Yang, Y Liu, Z Liu, Y Wu, T Li… - International Journal of …, 2021 - Wiley Online Library
With the advancement of wireless technologies and sensing methodologies, many studies
have shown that wireless signals can sense human behaviors. Human activity recognition …
have shown that wireless signals can sense human behaviors. Human activity recognition …
WiCAR: WiFi-based in-car activity recognition with multi-adversarial domain adaptation
In-car human activity recognition is playing a critical role in detecting distracted driving and
improving human-car interaction. Among multiple sensing technologies, WiFi-based in-car …
improving human-car interaction. Among multiple sensing technologies, WiFi-based in-car …
A multistudy investigation of drivers and passengers' gesture and voice input preferences for in-vehicle interactions
We conduct an examination of the preferences of drivers and passengers alike for in-vehicle
interactions with a multistudy approach consisting of (1) a targeted literature survey of …
interactions with a multistudy approach consisting of (1) a targeted literature survey of …