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Human action recognition from various data modalities: A review
Human Action Recognition (HAR) aims to understand human behavior and assign a label to
each action. It has a wide range of applications, and therefore has been attracting increasing …
each action. It has a wide range of applications, and therefore has been attracting increasing …
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 …
Integrated sensing and communication: Enabling techniques, applications, tools and data sets, standardization, and future directions
J Wang, N Varshney, C Gentile… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
The design of integrated sensing and communication (ISAC) systems has drawn recent
attention for its capacity to solve a number of challenges. Indeed, ISAC can enable …
attention for its capacity to solve a number of challenges. Indeed, ISAC can enable …
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 …
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 …
WiFi CSI based passive human activity recognition using attention based BLSTM
Human activity recognition can benefit various applications including healthcare services
and context awareness. Since human actions will influence WiFi signals, which can be …
and context awareness. Since human actions will influence WiFi signals, which can be …
Cross-domain wifi sensing with channel state information: A survey
The past years have witnessed the rapid conceptualization and development of wireless
sensing based on Channel State Information (CSI) with commodity WiFi devices. Recent …
sensing based on Channel State Information (CSI) with commodity WiFi devices. Recent …
Widar2. 0: Passive human tracking with a single Wi-Fi link
This paper presents Widar2. 0, the first WiFi-based system that enables passive human
localization and tracking using a single link on commodity off-the-shelf devices. Previous …
localization and tracking using a single link on commodity off-the-shelf devices. Previous …
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 …