Cross-domain wifi sensing with channel state information: A survey

C Chen, G Zhou, Y Lin - ACM Computing Surveys, 2023 - dl.acm.org
The past years have witnessed the rapid conceptualization and development of wireless
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

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 …

Mm-fi: Multi-modal non-intrusive 4d human dataset for versatile wireless sensing

J Yang, H Huang, Y Zhou, X Chen… - Advances in …, 2023 - proceedings.neurips.cc
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 …

Toward ambient intelligence: Federated edge learning with task-oriented sensing, computation, and communication integration

P Liu, G Zhu, S Wang, W Jiang, W Luo… - IEEE journal of …, 2022 - ieeexplore.ieee.org
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 …

Intelligent wireless sensing driven metaverse: A survey

L Zhao, Q Yang, H Huang, L Guo, S Jiang - Computer Communications, 2024 - Elsevier
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 …

AI-powered noncontact in-home gait monitoring and activity recognition system based on mm-wave FMCW radar and cloud computing

H Abedi, A Ansariyan, PP Morita… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
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 …

Optimal AI model splitting and resource allocation for device-edge co-inference in multi-user wireless sensing systems

X Li, S Bi - IEEE Transactions on Wireless Communications, 2024 - ieeexplore.ieee.org
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 …

A survey on wireless device-free human sensing: Application scenarios, current solutions, and open issues

J **ao, H Li, M Wu, H **, MJ Deen, J Cao - ACM Computing Surveys, 2022 - dl.acm.org
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 …

An overview of algorithms for contactless cardiac feature extraction from radar signals: Advances and challenges

Y Zhang, R Yang, Y Yue, EG Lim… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
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 …

WiFi-based human sensing with deep learning: Recent advances, challenges, and opportunities

I Ahmad, A Ullah, W Choi - IEEE Open Journal of the …, 2024 - ieeexplore.ieee.org
The rapid advancements in wireless technologies have led to numerous research studies
that provide evidence of the successful utilization of wireless signals, particularly, WiFi …