[HTML][HTML] Channel state information from pure communication to sense and track human motion: A survey

MAA Al-Qaness, M Abd Elaziz, S Kim, AA Ewees… - Sensors, 2019 - mdpi.com
Human motion detection and activity recognition are becoming vital for the applications in
smart homes. Traditional Human Activity Recognition (HAR) mechanisms use special …

CSI-based human sensing using model-based approaches: a survey

Z Wang, Z Huang, C Zhang, W Dou… - Journal of …, 2021 - academic.oup.com
Currently, human sensing draws much attention in the field of ubiquitous computing, and
human sensing based on WiFi CSI (channel state information) becomes a hot research topic …

Device-free wireless sensing for human detection: The deep learning perspective

R Zhang, X **g, S Wu, C Jiang, J Mu… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
Currently, developments in wireless sensing technologies have shown that wireless signals
can be employed to transmit information between wireless communication devices and are …

Multiple WiFi access points co-localization through joint AoA estimation

S Yang, D Zhang, R Song, P Yin… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Indoor localization is a fundamental task to many real-world applications, which however
remains unresolved, especially with commodity WiFi Access Points (APs). In this paper, we …

AutoLoc: Toward ubiquitous AoA-based indoor localization using commodity WiFi

X Zhang, Y Zhang, G Liu, T Jiang - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The past decade's research in RF-based indoor localization has shown the possibility of
decimeter-level accuracy based on the Angle of Arrival (AoA) of WiFi signals. However …

DAFI: WiFi-based device-free indoor localization via domain adaptation

H Li, X Chen, J Wang, D Wu, X Liu - … of the ACM on Interactive, Mobile …, 2021 - dl.acm.org
WiFi-based Device-free Passive (DfP) indoor localization systems liberate their users from
carrying dedicated sensors or smartphones, and thus provide a non-intrusive and pleasant …

Calibrating phase offsets for commodity WiFi

D Zhang, Y Hu, Y Chen, B Zeng - IEEE Systems Journal, 2019 - ieeexplore.ieee.org
The calibration of phase offsets between RF chains on commodity WiFi chips has been an
key obstacle for many WiFi-based applications. In this paper, we conduct extensive …

LTrack: A LoRa-based indoor tracking system for mobile robots

K Hu, C Gu, J Chen - IEEE Transactions on Vehicular …, 2022 - ieeexplore.ieee.org
The robot's mobility and intelligence have expanded its application in recent years.
Specifically, indoor tracking is a fundamental function of public service robots in nursing …

RLoc: Towards robust indoor localization by quantifying uncertainty

T Zhang, D Zhang, G Wang, Y Li, Y Hu, Q Sun… - Proceedings of the …, 2024 - dl.acm.org
In recent years, decimeter-level accuracy in WiFi indoor localization has become attainable
within controlled environments. However, existing methods encounter challenges in …

SPRING+: Smartphone positioning from a single WiFi access point

S Eleftherakis, G Santaromita, M Rea… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Indoor positioning is a major challenge for location-based services. WiFi deployments are
often used to address indoor positioning. Yet, they require multiple access points, which may …