Contactless WiFi sensing and monitoring for future healthcare-emerging trends, challenges, and opportunities

Y Ge, A Taha, SA Shah, K Dashtipour… - IEEE Reviews in …, 2022 - ieeexplore.ieee.org
WiFi sensing has received recent and significant interest from academia, industry,
healthcare professionals, and other caregivers (including family members) as a potential …

[PDF][PDF] Machine Learning-Assisted Sensing Techniques for Integrated Communications and Sensing in WLANs: Current Status and Future Directions.

S Shao, M Fan, C Yu, Y Li, X Xu, H Wang - Progress In Electromagnetics …, 2022 - jpier.org
Sensing is a key basis for building an intelligent environment. Using channel state
information (CSI) from the IEEE 802.11 physical layer in the wireless local access networks …

Illumination and temperature-aware multispectral networks for edge-computing-enabled pedestrian detection

Y Zhuang, Z Pu, J Hu, Y Wang - IEEE Transactions on Network …, 2021 - ieeexplore.ieee.org
Accurate and efficient pedestrian detection is crucial for the intelligent transportation system
regarding pedestrian safety and mobility, eg, Advanced Driver Assistance Systems, and …

Enhancing WiFi fingerprinting localization through a co-teaching approach using crowdsourced sequential RSS and IMU data

Z Xu, B Huang, B Jia, G Mao - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
Crowdsourcing dramatically benefits WiFi fingerprinting localization in reducing the costs of
collecting received signal strength (RSS) data during offline site survey and has gained …

A theoretical analysis on sampling size in WiFi fingerprint-based localization

B Huang, R Yang, B Jia, W Li… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
This paper deals with a key problem in WiFi fingerprint-based localization, namely how to
sample a sufficient number of received signal strength (RSS) measurements during an …

AIPS: An accurate indoor positioning system with fingerprint map adaptation

Y Tao, L Zhao - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
WiFi fingerprinting-based indoor positioning system is vulnerable to the dynamic
environment, which makes the positioning accuracy decrease and the fingerprint map …

Toward accurate crowd counting in large surveillance areas based on passive wifi sensing

L Hao, B Huang, B Jia, G Xu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Great efforts have been devoted to solving the crowd counting problem based on vision or
other fine-grained measurements. Popular vision and WiFi channel state information based …

Optimizing AP and Beacon Placement in WiFi and BLE hybrid localization

Y Tian, B Huang, B Jia, L Zhao - Journal of Network and Computer …, 2020 - Elsevier
Nowadays, wireless communication techniques, such as WiFi, Bluetooth low energy (BLE),
etc., have been pervasive in our daily lives, and not only provide convenient data …

[HTML][HTML] Integrating high-frequency data in a GIS environment for pedestrian congestion monitoring

M Ruiz-Pérez, V Ramos, B Alorda-Ladaria - Information Processing & …, 2023 - Elsevier
Pedestrian congestion can negatively impact how visitors perceive tourist destinations, as
well as turn local residents against the tourism industry. In this sense, urban planning and …

DHCLoc: A device-heterogeneity-tolerant and channel-adaptive passive WiFi localization method based on DNN

L Hao, B Huang, B Jia, G Mao - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
Passive WiFi localization refers to determining the location of WiFi-enabled mobile devices
by deploying dedicated WiFi access points to sniff WiFi packets transmitted by these mobile …