BLS-location: A wireless fingerprint localization algorithm based on broad learning
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 …
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
Crowdsourcing dramatically benefits WiFi fingerprinting localization in reducing the costs of
collecting received signal strength (RSS) data during offline site survey and has gained …
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 …
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 …
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 …
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
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 …
achieve a remarkable performance, which is expected to satisfy the increasing requirements …
Resource-efficient and automated image-based indoor localization
Image-based indoor localization has aroused much interest recently because it requires no
infrastructure support. Previous approaches on image-based localization, due to their …
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 …
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 …
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
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 …
location-based services. The accuracy level for localization is difficult to achieve in the case …