Improve accuracy of fingerprinting localization with temporal correlation of the RSS

X Tian, M Wang, W Li, B Jiang, D Xu… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Recent study presents a fundamental limit of the RSS fingerprinting based indoor
localization. In this paper, we theoretically show that the temporal correlation of the RSS can …

Temporal correlation of the RSS improves accuracy of fingerprinting localization

M Wang, Z Zhang, X Tian… - IEEE INFOCOM 2016-The …, 2016 - ieeexplore.ieee.org
Indoor localization based on RSS fingerprinting approach has been attracting many
research efforts in the past decades. Recent study presents a fundamental limit of the …

CSI fingerprinting localization with low human efforts

X Tong, Y Wan, Q Li, X Tian… - IEEE/ACM Transactions …, 2020 - ieeexplore.ieee.org
Fingerprinting indoor localization systems exploit wireless signal propagation features to
estimate the location of wireless devices, where the major challenge in practice is the all …

Performance analysis of RSS fingerprinting based indoor localization

X Tian, R Shen, D Liu, Y Wen… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Indoor localization has been an active research field for decades, where received signal
strength (RSS) fingerprinting based methodology is widely adopted and induces many …

Wireless localization with spatial-temporal robust fingerprints

D Li, J Xu, Z Yang, C Wu, J Li, ND Lane - ACM Transactions on Sensor …, 2021 - dl.acm.org
Indoor localization has gained increasing attention in the era of the Internet of Things.
Among various technologies, WiFi fingerprint-based localization has become a mainstream …

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 …

Tilejunction: Mitigating signal noise for fingerprint-based indoor localization

S He, SHG Chan - IEEE Transactions on Mobile Computing, 2015 - ieeexplore.ieee.org
In indoor localization based on Wi-Fi fingerprinting, a target sends its received signal
strength indicator (RSSI) of access points (APs) to a server to estimate its position …

Fundamental limits of RSS fingerprinting based indoor localization

Y Wen, X Tian, X Wang, S Lu - 2015 IEEE conference on …, 2015 - ieeexplore.ieee.org
Indoor localization has been an active research field for decades, where the received signal
strength (RSS) fingerprinting based methodology is widely adopted and induces many …

Dealing with Insufficient Location Fingerprints in Wi‐Fi Based Indoor Location Fingerprinting

K Dong, Z Ling, X Xia, H Ye, W Wu… - … and Mobile Computing, 2017 - Wiley Online Library
The development of the Internet of Things has accelerated research in the indoor location
fingerprinting technique, which provides value‐added localization services for existing …

Why is fingerprint-based indoor localization still so hard?

B Viel, M Asplund - 2014 IEEE International Conference on …, 2014 - ieeexplore.ieee.org
Wireless indoor localization systems and especially signal strength fingerprinting techniques
have been the subject of significant research efforts in the last decades. However, most of …