BLS-location: A wireless fingerprint localization algorithm based on broad learning

X Zhu, T Qiu, W Qu, X Zhou… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
With the rapid growth in the demand for location-based services in indoor environments,
wireless fingerprint localization has attracted increasing attention because of its high …

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 …

SWiBluX: Multi-sensor deep learning fingerprint for precise real-time indoor tracking

A Belmonte-Hernández… - IEEE Sensors …, 2019 - ieeexplore.ieee.org
Indoor/outdoor localization topic has gained a significant research interest due to the wide
range of potential applications. Commonly, the Fingerprinting methods for spatial …

Real-time indoor localization using smartphone magnetic with LSTM networks

M Zhang, J Jia, J Chen, L Yang, L Guo… - Neural Computing and …, 2021 - Springer
Due to the pervasiveness of geomagnetic fields and independence from external
infrastructure, localization with smartphone-based magnetic has attracted considerable …

A robust tracking algorithm based on modified generalized probability data association for wireless sensor network

L Cheng, M Xue, Y Wang, Y Wang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Wireless sensor network (WSN) is composed of many micro sensor nodes, and the
localization technology is one of the most important applications of the WSN technology. At …

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 …

Resource-efficient and automated image-based indoor localization

Q Niu, M Li, S He, C Gao, SH Gary Chan… - ACM Transactions on …, 2019 - dl.acm.org
Image-based indoor localization has aroused much interest recently because it requires no
infrastructure support. Previous approaches on image-based localization, due to their …

Online joint localization without user interactions

Y Le, J Ou, Y Chen, H Yao - Scientific Reports, 2023 - nature.com
Wi-Fi fingerprinting has been a popular indoor localization due to the widespread layout of
indoor WLAN. However, the signal fluctuations in the complex environments make it difficult …

AP optimization for Wi-Fi indoor positioning-based on RSS feature fuzzy map** and clustering

X Yang, Z Liu, W Nie, W He, Q Pu - IEEE Access, 2020 - ieeexplore.ieee.org
In indoor environments, Access Points (APs) are widely deployed in various locations of
buildings, and thereby the AP optimization-based Wi-Fi indoor positioning technology is of …

AI-enabled fingerprinting and crowdsource-based vehicle localization for resilient and safe transportation systems

RC Shit, S Sharma, K Yelamarthi… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The localization accuracy is critical for the development of future autonomous systems and
location-based services. The accuracy level for localization is difficult to achieve in the case …