Use of real time localization systems (RTLS) in the automotive production and the prospects of 5G–A literature review

C Küpper, J Rösch, H Winkler - Production & Manufacturing …, 2022 - Taylor & Francis
Numerous challenges in automotive production lead to an increased need for transparency
and optimization. Real-Time-Location-Systems (RTLS) is a key tool for achieving this goal …

Unveiling the cutting edge: A comprehensive survey of localization techniques in WSN, leveraging optimization and machine learning approaches

P Yadav, SC Sharma - Wireless Personal Communications, 2023 - Springer
Sensor node localization is an important feature of many applications, including wireless
sensor networks and location-based services. The accurate localization of sensor nodes …

Particle filtering-based indoor positioning system for beacon tag tracking

Y Shen, B Hwang, JP Jeong - Ieee Access, 2020 - ieeexplore.ieee.org
Indoor positioning technology is one of the cornerstones for many services in Internet-of-
Things (IoT) systems. However, the existing indoor positioning systems are still suffering …

Optimized localization learning algorithm for indoor and outdoor localization system in WSNs

P Yadav, SC Sharma, O Singh, V Rishiwal - Wireless Personal …, 2023 - Springer
The localization problem in wireless sensor networks (WSN) has recently received justifiable
interest from researchers. Various optimization/learning algorithms are used to determine …

Unsupervised view-selective deep learning for practical indoor localization using CSI

M Kim, D Han, JKK Rhee - IEEE Sensors Journal, 2021 - ieeexplore.ieee.org
Due to its high-dimensional data characteristics, the channel state information (CSI) of Wi-Fi
signals has become a strong candidate for use in indoor localization. In addition, machine …

Q-Learning based optimized localization in WSN

P Yadav, SC Sharma - 2023 6th International Conference on …, 2023 - ieeexplore.ieee.org
Localization is an critical issue to solve because, in some instances, it is crucial to identify
the pinpoint location of the nodes due to unfavorable circumstances. Various optimization …

An Efficient Optimal Localization Technique for WSN Using Hybrid Machine Learning Algorithms

P Yadav, SC Sharma - Wireless Personal Communications, 2023 - Springer
Obtaining localization information is tedious as it adopts the characteristics of the
environment in which the sensors are positioned—many techniques for localization attempt …

Graph-based machine learning for practical indoor localization

M Kim - IEEE Sensors Letters, 2022 - ieeexplore.ieee.org
Machine learning approaches using channel state information (CSI) measurements can
achieve accurate indoor localization. In this research, we propose a graph-based indoor …

Improving Indoor Positioning System using Machine Learning Techniques

T Angamnuaysiri, N Poyen, P Siangchin… - 2023 Research …, 2023 - ieeexplore.ieee.org
The proposed paper is to research indoor human coordinate estimation by the channel state
information (CSI) method and improve the accuracy of this estimation through machine …

Obtencion de la informacion del estado del canal (CSI) en redes Wifi haciendo uso del microcontrolador ESP32

P Casteres Báez - 2022 - accedacris.ulpgc.es
Los sistemas de localización han proporcionado la posibilidad de ofrecer servicios a los
usuarios a partir de sus posiciones. En exteriores, la localización está resuelta con el uso de …