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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 …
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 …
Mm-fi: Multi-modal non-intrusive 4d human dataset for versatile wireless sensing
Abstract 4D human perception plays an essential role in a myriad of applications, such as
home automation and metaverse avatar simulation. However, existing solutions which …
home automation and metaverse avatar simulation. However, existing solutions which …
Toward ambient intelligence: Federated edge learning with task-oriented sensing, computation, and communication integration
With the breakthroughs in deep learning and contactless sensors, the recent years have
witnessed a rise of ambient intelligence applications and services, spanning from healthcare …
witnessed a rise of ambient intelligence applications and services, spanning from healthcare …
Intelligent wireless sensing driven metaverse: A survey
Metaverse seamlessly integrates the real world with the virtual world and allows avatars to
carry out rich activities including creation, display, entertainment, social, and trading. It …
carry out rich activities including creation, display, entertainment, social, and trading. It …
AI-powered noncontact in-home gait monitoring and activity recognition system based on mm-wave FMCW radar and cloud computing
In this work, we present a cloud-based system for noncontact, real-time recognition, and
monitoring of physical activities and walking periods within a domestic environment. The …
monitoring of physical activities and walking periods within a domestic environment. The …
Optimal AI model splitting and resource allocation for device-edge co-inference in multi-user wireless sensing systems
With recent advancements in artificial intelligence (AI), wireless sensing has recently been
accepted as an attractive solution to enable accurate detection of human activities by …
accepted as an attractive solution to enable accurate detection of human activities by …
A survey on wireless device-free human sensing: Application scenarios, current solutions, and open issues
In the last decade, many studies have significantly pushed the limits of wireless device-free
human sensing (WDHS) technology and facilitated various applications, ranging from …
human sensing (WDHS) technology and facilitated various applications, ranging from …
An overview of algorithms for contactless cardiac feature extraction from radar signals: Advances and challenges
Contactless cardiac monitoring has vast potential to replace contact-based monitoring in
various future scenarios, such as smart home and in-cabin monitoring. Various contactless …
various future scenarios, such as smart home and in-cabin monitoring. Various contactless …
WiFi-based human sensing with deep learning: Recent advances, challenges, and opportunities
The rapid advancements in wireless technologies have led to numerous research studies
that provide evidence of the successful utilization of wireless signals, particularly, WiFi …
that provide evidence of the successful utilization of wireless signals, particularly, WiFi …