A survey on ubiquitous WiFi-based indoor localization system for smartphone users from implementation perspectives

P Roy, C Chowdhury - CCF Transactions on Pervasive Computing and …, 2022 - Springer
Indoor localization has the capability to change the way of providing location-based services
in a closed environment and has more potential than that of GPS if the present shortcomings …

WinLight: A WiFi-based occupancy-driven lighting control system for smart building

H Zou, Y Zhou, H Jiang, SC Chien, L Xie… - Energy and Buildings, 2018 - Elsevier
Artificial lighting accounts for a significant proportion (19%) of energy consumption in
building environments. This large contribution calls for the creation of energy-efficient …

Learning gestures from WiFi: A siamese recurrent convolutional architecture

J Yang, H Zou, Y Zhou, L Xie - IEEE Internet of Things Journal, 2019 - ieeexplore.ieee.org
We propose a gesture recognition system that leverages existing WiFi infrastructures and
learns gestures from channel state information (CSI) measurements. Having developed an …

Adversarial learning-enabled automatic WiFi indoor radio map construction and adaptation with mobile robot

H Zou, CL Chen, M Li, J Yang, Y Zhou… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
Location-based service (LBS) has become an indispensable part of our daily lives.
Realizing accurate LBS in indoor environments is still a challenging task. WiFi fingerprinting …

Deepsense: Device-free human activity recognition via autoencoder long-term recurrent convolutional network

H Zou, Y Zhou, J Yang, H Jiang, L Xie… - 2018 IEEE …, 2018 - ieeexplore.ieee.org
In the era of Internet of Things (IoT), human activity recognition is becoming the vital
underpinning for a myriad of emerging applications in smart home and smart buildings …

Non-intrusive occupancy sensing in commercial buildings

H Zou, H Jiang, J Yang, L Xie, C Spanos - Energy and Buildings, 2017 - Elsevier
Buildings accounted for half of global electricity consumption in recent years. Accurate
occupancy information could improve the energy efficiency and reduce the energy …

A self-adaptive AP selection algorithm based on multiobjective optimization for indoor WiFi positioning

W Zhang, K Yu, W Wang, X Li - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
With the widely deployed wireless access points (APs) and the worldwide popularization of
smartphones, WiFi-based indoor positioning has attracted great attention to both industry …

Freecount: Device-free crowd counting with commodity wifi

H Zou, Y Zhou, J Yang, W Gu, L Xie… - … 2017-2017 IEEE …, 2017 - ieeexplore.ieee.org
In the era of Internet of Things, crowd counting, which estimates the number of people within
a region, becomes the underpinning for many emerging applications, such as occupancy …

Cooperative positioning for emergency responders using self IMU and peer-to-peer radios measurements

R Liu, C Yuen, TN Do, M Zhang, YL Guan, UX Tan - Information Fusion, 2020 - Elsevier
Positioning between multiple users without any given infrastructure is essential for many
applications, such as emergency response in disaster areas. Traditional approaches based …

Selecting critical WiFi APs for indoor localization based on a theoretical error analysis

B Jia, B Huang, H Gao, W Li, L Hao - IEEE access, 2019 - ieeexplore.ieee.org
The radio map built during the offline phase of any WiFi fingerprint-based localization
system usually scales with the number of WiFi access points (APs) that can be detected at a …