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 …

New trends in indoor positioning based on WiFi and machine learning: A systematic review

V Bellavista-Parent, J Torres-Sospedra… - 2021 International …, 2021 - ieeexplore.ieee.org
Currently there is no standard indoor positioning system, similar to outdoor GPS. However,
WiFi signals have been used in a large number of proposals to achieve the above …

A survey of deep learning approaches for WiFi-based indoor positioning

X Feng, KA Nguyen, Z Luo - Journal of Information and …, 2022 - Taylor & Francis
One of the most popular approaches for indoor positioning is WiFi fingerprinting, which has
been intrinsically tackled as a traditional machine learning problem since the beginning, to …

Support vector regression for mobile target localization in indoor environments

SR Jondhale, V Mohan, BB Sharma, J Lloret… - Sensors, 2022 - mdpi.com
Trilateration-based target localization using received signal strength (RSS) in a wireless
sensor network (WSN) generally yields inaccurate location estimates due to high …

Energy efficient received signal strength-based target localization and tracking using support vector regression

JP Molla, D Dhabliya, SR Jondhale, SS Arumugam… - Energies, 2023 - mdpi.com
The unpredictable noise in received signal strength indicator (RSSI) measurements in
indoor environments practically causes very high estimation errors in target localization …

Comprehensive analysis of applied machine learning in indoor positioning based on wi-fi: An extended systematic review

V Bellavista-Parent, J Torres-Sospedra… - Sensors, 2022 - mdpi.com
Nowadays, there are a multitude of solutions for indoor positioning, as opposed to standards
for outdoor positioning such as GPS. Among the different existing studies on indoor …

WiFi fingerprinting based floor detection with hierarchical extreme learning machine

A Alitaleshi, H Jazayeriy… - 2020 10th International …, 2020 - ieeexplore.ieee.org
The indoor location-based services are high demand in the market, and precise location
estimation in multi-floor buildings has received significant attention in recent years. In these …

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 …

UWB indoor localization algorithm using firefly of multistage optimization on particle filter

X Zhang, Y Kuang, H Yang, H Lu, Y Yang - Journal of Sensors, 2021 - Wiley Online Library
With the increasing application potential of indoor personnel positioning, ultra‐wideband
(UWB) positioning technology has attracted more and more attentions of scholars. In …

Energy‐Constrained Target Localization Scheme for Wireless Sensor Networks Using Radial Basis Function Neural Network

VK Krishnamoorthy, UN Duraisamy… - … of Distributed Sensor …, 2023 - Wiley Online Library
The indoor object tracking by utilizing received signal strength indicator (RSSI)
measurements with the help of wireless sensor network (WSN) is an interesting and …