Calibrated data simplification for energy-efficient location sensing in internet of things

M Zhou, Y Wang, Z Tian, Y Lian… - IEEE Internet of …, 2018 - ieeexplore.ieee.org
The Internet of Things (IoT) has gradually changed the way of people's lives due to its ability
of connecting everything together, and meanwhile the accurate location sensing plays a …

Wi‐Fi Fingerprint‐Based Indoor Mobile User Localization Using Deep Learning

J Bai, Y Sun, W Meng, C Li - Wireless Communications and …, 2021 - Wiley Online Library
In recent years, deep learning has been used for Wi‐Fi fingerprint‐based localization to
achieve a remarkable performance, which is expected to satisfy the increasing requirements …

RSS localization using an optimized fusion of two deep neural networks

F Mahdavi, H Zayyani, R Rajabi - IEEE Sensors Letters, 2021 - ieeexplore.ieee.org
The problem of received signal strength (RSS) source localization in wireless sensor
networks has raised attention in recent years due to its low complexity. However, the …

Indoor localization based on weighted surfacing from crowdsourced samples

J Lin, B Wang, G Yang, M Zhou - Sensors, 2018 - mdpi.com
Fingerprinting-based indoor localization suffers from its time-consuming and labor-intensive
site survey. As a promising solution, sample crowdsourcing has been recently promoted to …

Pedestrian motion learning based indoor WLAN localization via spatial clustering

X Yang, Y Wang, M Zhou, Y Liu - … Communications and Mobile …, 2018 - Wiley Online Library
Applications on Location Based Services (LBSs) have driven the increasing demand for
indoor localization technology. The conventional location fingerprinting based localization …

EPOCH: Error Bound Analysis Towards Indoor WLAN Positioning Under Colored Gaussian Noisy Channel

M Zhou, Y Wang, Y Wang, X Geng… - ICC 2019-2019 IEEE …, 2019 - ieeexplore.ieee.org
Applications of Location-based Services (LBSs) have driven the increasing demand for
indoor positioning technology. Motivated by the wide deployment of WLAN infrastructure, the …

[PDF][PDF] Research Article Pedestrian Motion Learning Based Indoor WLAN Localization via Spatial Clustering

X Yang, Y Wang, M Zhou, Y Liu - 2018 - academia.edu
Applications on Location Based Services (LBSs) have driven the increasing demand for
indoor localization technology. The conventional location fingerprinting based localization …