A comprehensive survey of machine learning based localization with wireless signals

D Burghal, AT Ravi, V Rao, AA Alghafis… - arXiv preprint arXiv …, 2020 - arxiv.org
The last few decades have witnessed a growing interest in location-based services. Using
localization systems based on Radio Frequency (RF) signals has proven its efficacy for both …

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 secure access control system based on geo-fence

J Haofeng, G Xiaorui - 2019 IEEE Symposium on Computers …, 2019 - ieeexplore.ieee.org
With the rapid spread and development of the wireless network, secure access control has
caught significant attention. The existing Wi-Fi network system access control methods …

[PDF][PDF] 基于Mann-Whitney 秩和检验的无线局域网室内映射与定位方法

周牧, 王烟濛, 袁慧, 田增山 - 电子与信息学报, 2019 - jeit.ac.cn
基于Mann-Whitney秩和检验的无线局域网室内映射与定位方法Mann-Whitney Rank Sum Test
Based Wireless Local Area Page 1 基于Mann-Whitney秩和检验的无线局域网室内映射与定位 …

TL-FCMA: Indoor localization by integrating fuzzy clustering with transfer learning

X Zhang, Y Mei, H Jin, D Liang - 2018 International Conference …, 2018 - ieeexplore.ieee.org
With the rapid development of sensing, computation, wireless networking and
communication technologies, many indoor location-based services have emerged, which …

Mann-Whitney rank sum test based wireless local area network indoor mapping and localization approach

M ZHOU, Y WANG, H YUAN, Z TIAN - 电子与信息学报, 2019 - jeit.ac.cn
Abstract The Mann-Whitney rank sum test based Wireless Local Area Network (WLAN)
indoor mapping and localization approach is proposed. Firstly, according to the localization …

Marvel: Mann-Whitney Rank-Sum Testing via Segments Labeling for Indoor Pedestrian Localization

M Zhou, Y Wang, Z Tian… - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
The rapid development of ubiquitous and high-speed wireless communication technology
has driven the increasingly serious demand for the Location-based Services (LBSs). In this …

Indoor WLAN Localization Based on Augmented Manifold Alignment

L Xie, Y Li, M Zhou, W Nie, Z Tian - … , and Systems: Proceedings of the 2018 …, 2020 - Springer
With the dramatic development of location-based service (LBS), indoor localization
techniques have been widely used in recent years. Among them, the indoor wireless local …