WiFi fingerprinting indoor localization using local feature-based deep LSTM

Z Chen, H Zou, JF Yang, H Jiang, L Xie - IEEE Systems Journal, 2019 - ieeexplore.ieee.org
Indoor localization has attracted more and more attention because of its importance in many
applications. One of the most popular techniques for indoor localization is the received …

[HTML][HTML] Extended Kalman filter-based localization algorithm by edge computing in wireless sensor networks

I Ullah, S Qian, Z Deng, JH Lee - Digital Communications and Networks, 2021 - Elsevier
Abstract The Extended Kalman Filter (EKF) has received abundant attention with the
growing demands for robotic localization. The EKF algorithm is more realistic in non-linear …

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 …

Evaluation of Localization by Extended Kalman Filter, Unscented Kalman Filter, and Particle Filter‐Based Techniques

I Ullah, X Su, J Zhu, X Zhang, D Choi… - … and Mobile Computing, 2020 - Wiley Online Library
Mobile robot localization has attracted substantial consideration from the scientists during
the last two decades. Mobile robot localization is the basics of successful navigation in a …

[HTML][HTML] UWB localization based on improved robust adaptive cubature Kalman filter

J Dong, Z Lian, J Xu, Z Yue - Sensors, 2023 - mdpi.com
Aiming at the problems of Non-Line-of-Sight (NLOS) observation errors and inaccurate
kinematic model in ultra-wideband (UWB) systems, this paper proposed an improved robust …

Robust localization for mixed LOS/NLOS environments with anchor uncertainties

Y Li, S Ma, G Yang, KK Wong - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Localization is particularly challenging when the environment has mixed line-of-sight (LOS)
and non-LOS paths and even more challenging if the anchors' positions are also uncertain …

A robust mobile robot indoor positioning system based on Wi-Fi

W Cui, Q Liu, L Zhang, H Wang… - International Journal of …, 2020 - journals.sagepub.com
Recently, most of the existing mobile robot indoor positioning systems (IPSs) use infrared
sensors, cameras, and other extra infrastructures. They usually suffer from high cost and …

Improving the positioning accuracy of UWB system for complicated underground NLOS environments

B Cao, S Wang, S Ge, W Liu - IEEE Systems Journal, 2021 - ieeexplore.ieee.org
The achievement of accurate and reliable localization is invariably a predominant bottleneck
to the realization of shearer automation. Unfortunately, the positioning accuracy may …

A robust indoor localization algorithm based on polynomial fitting and Gaussian mixed model

L Cheng, P Zhao, D Wei, Y Wang - China Communications, 2023 - ieeexplore.ieee.org
Wireless sensor network (WSN) positioning has a good effect on indoor positioning, so it has
received extensive attention in the field of positioning. Non-line-of sight (NLOS) is a primary …

Method and analysis of TOA-based localization in 5G ultra-dense networks with randomly distributed nodes

J Huang, J Liang, S Luo - IEEE Access, 2019 - ieeexplore.ieee.org
With the ever-growing number of networked devices and a higher likelihood of having line-of-
sight communication most of the time, location estimation of a blind node in the 5th …