Indoor positioning systems of mobile robots: A review

J Huang, S Junginger, H Liu, K Thurow - Robotics, 2023 - mdpi.com
Recently, with the in-depth development of Industry 4.0 worldwide, mobile robots have
become a research hotspot. Indoor localization has become a key component in many fields …

A survey of machine learning techniques for indoor localization and navigation systems

P Roy, C Chowdhury - Journal of Intelligent & Robotic Systems, 2021 - Springer
In the recent past, we have witnessed the adoption of different machine learning techniques
for indoor positioning applications using WiFi, Bluetooth and other technologies. The …

A survey of machine learning approaches for mobile robot control

M Rybczak, N Popowniak, A Lazarowska - Robotics, 2024 - mdpi.com
Machine learning (ML) is a branch of artificial intelligence that has been developing at a
dynamic pace in recent years. ML is also linked with Big Data, which are huge datasets that …

An improved indoor 3-D ultrawideband positioning method by particle swarm optimization algorithm

Y Yang, X Wang, D Li, D Chen… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Ultrawideband (UWB) technology is the potential indoor positioning method, which is based
on the time of arrival (TOA) principle and Kalman filter (KF) algorithm. In this research, a high …

Fingerprinting-based indoor positioning using data fusion of different radiocommunication-based technologies

D Csik, Á Odry, P Sarcevic - Machines, 2023 - mdpi.com
Wireless-radio-communication-based devices are used in more and more places with the
spread of Industry 4.0. Localization plays a crucial part in many of these applications. In this …

A simplified CityGML-based 3D indoor space model for indoor applications

Q Sun, X Zhou, D Hou - Applied Sciences, 2020 - mdpi.com
With the continuous development of indoor positioning technology, various indoor
applications, such as indoor navigation and emergency rescue, have gradually received …

Online learning-based anomaly detection for positioning system

Ö Örnek, E Değirmenci, A Yazıcı - Expert Systems with Applications, 2024 - Elsevier
Autonomous mobile robots are one of the critical technologies in the realization of Industry
4.0. They are used in smart factories to perform transport tasks in internal logistics …

[PDF][PDF] 单目视觉空间移动靶位姿测量方法研究

刘其林, 董明利, 孙鹏, 燕必希, 祝连庆 - 仪器仪表学报, 2023 - jemi.cnjournals.com
为向室内定位技术定位精度及抗干扰能力提供高精度数据对比标准, 提出单目视觉空间移动靶位
姿测量方法. 结合机器视觉投影矩阵求解与摄影测量后方交会技术, 实现任意靶位姿下的相机外 …

Design a novel algorithm for enhancing UWB positioning accuracy in GPS denied environments

Y Huang, B Cao, A Wang - Scientific Reports, 2024 - nature.com
Accurate indoor positioning is the key to the development of the Internet of Things and
intelligent devices. In view of GPS-denied indoor environments, we propose to build the …

[HTML][HTML] Modified online sequential extreme learning machine algorithm using model predictive control approach

IPD Wibawa, C Machbub, AS Rohman… - Intelligent Systems with …, 2023 - Elsevier
This paper stresses its contribution based on improving the learning dynamics of the online
sequential extreme learning machine (OS-ELM) algorithm using a control system approach …