Inertial sensing meets machine learning: Opportunity or challenge?

Y Li, R Chen, X Niu, Y Zhuang, Z Gao… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
The inertial navigation system (INS) has been widely used to provide self-contained and
continuous motion estimation in intelligent transportation systems. Recently, the emergence …

Bluetooth localization technology: Principles, applications, and future trends

Y Zhuang, C Zhang, J Huai, Y Li… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
The rapid development of the Bluetooth technology offers a possible solution for indoor
localization scenarios. Compared with other indoor localization technologies, such as vision …

DeepWiPos: A deep learning-based wireless positioning framework to address fingerprint instability

X Yang, Y Zhuang, F Gu, M Shi, X Cao… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Wireless fingerprint localization technologies have drawn significant attention because of
their ubiquitous infrastructure and low energy consumption. However, they often suffer from …

Rss-based wireless lan indoor localization and tracking using deep architectures

MZ Karakusak, H Kivrak, HF Ates… - Big Data and Cognitive …, 2022 - mdpi.com
Wireless Local Area Network (WLAN) positioning is a challenging task indoors due to
environmental constraints and the unpredictable behavior of signal propagation, even at a …

A novel visible light positioning system based on the dual-LED anchor

X Cao, X Wang, G Chen, X Yang - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Recently, indoor localization has played a crucial role in the construction of smart homes,
smart buildings, and smart cities. Numerous localization technologies have been …

[PDF][PDF] WSN Localization Method Based on Hybrid PSO-GRNN Approach.

SM Tariq, IS Al-Mejibli - International Journal of Intelligent Engineering & …, 2023 - inass.org
Determining the localization and tracking of sensor nodes in indoor environments is the goal
of this study. The difficulty of significant estimation errors in target localization brought on by …

RatioVLP: Ambient Light Noise Evaluation and Suppression in the Visible Light Positioning System

X Yang, Y Zhuang, M Shi, X Sun… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Visible Light Positioning (VLP), a promising indoor positioning technique, has gained wide
popularity worldwide because of its ubiquitous infrastructure, low power consumption, and …

[PDF][PDF] The Unscented Kalman Filter for Real-Time Target Localization and Tracking in WSN Using Hybrid NPO-ANN Method.

SM Tariq, IS Al-Mejibli - International Journal of Intelligent Engineering & …, 2024 - inass.org
Utilizing received signal strength indicators (RSSIs) is one of the most widely used cost-
effective techniques for the localization and tracking of mobile targets using wireless sensor …

[PDF][PDF] DeepWiPos: A Deep Learning-based Wireless Positioning Framework to Address Fingerprint Instability

LC Zhou - researchgate.net
Wireless fingerprint localization technologies have drawn significant attention because of
their ubiquitous infrastructure and low energy consumption. However, they often suffer from …