Machine learning applications for short reach optical communication

Y Xie, Y Wang, S Kandeepan, K Wang - Photonics, 2022 - mdpi.com
With the rapid development of optical communication systems, more advanced techniques
conventionally used in long-haul transmissions have gradually entered systems covering …

Artificial intelligence in visible light positioning for indoor IoT: A methodological review

VP Rekkas, LA Iliadis, SP Sotiroudis… - IEEE Open Journal …, 2023 - ieeexplore.ieee.org
Indoor communication and positioning are significant fields of applications for indoor Internet
of Things (IoT) given the rapid growth of IoT in smart cities, smart grids, and smart industries …

Cooperative deep-learning positioning in mmWave 5G-advanced networks

BC Tedeschini, M Nicoli - IEEE Journal on Selected Areas in …, 2023 - ieeexplore.ieee.org
In application verticals that rely on mission-critical control, such as cooperative intelligent
transport systems (C-ITS), 5G-Advanced networks must be able to provide dynamic …

Visible light integrated positioning and communication: A multi-task federated learning framework

T Wei, S Liu, X Du - IEEE Transactions on Mobile Computing, 2022 - ieeexplore.ieee.org
Recently, visible light positioning and visible light communication are becoming a promising
technology for integrated sensing and communication. However, the isolated design of …

CoMP-assisted NOMA and cooperative NOMA in indoor VLC cellular systems

MA Arfaoui, A Ghrayeb, C Assi… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In this paper, we investigate the dynamic power allocation for a visible light communication
(VLC) cellular system consisting of two coordinating attocells, each equipped with one …

Low-complexity visible light positioning and rotation estimation based on eigenvalue decomposition

B Zhu, Z Zhang, J Dang, L Wu… - Journal of Lightwave …, 2022 - ieeexplore.ieee.org
Most existing visible light positioning (VLP) systems assume vertically placed receivers, or
estimate the receiver rotations through gyroscopes. Although several recent VLP systems …

Led array-based visible light positioning toward location-enabled IoT: Design, method, and evaluation

X Cao, Y Zhuang, X Wang, K Zhao… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Visible light positioning (VLP), characterized by high accuracy, low power consumption, cost
effectiveness, and eco-friendliness, has garnered substantial attention in Internet of Things …

A survey on indoor visible light positioning systems: Fundamentals, applications, and challenges

Z Zhu, Y Yang, M Chen, C Guo, J Cheng… - arXiv preprint arXiv …, 2024 - arxiv.org
The growing demand for location-based services in areas like virtual reality, robot control,
and navigation has intensified the focus on indoor localization. Visible light positioning …

Uncovering the potential of indoor localization: Role of deep and transfer learning

O Kerdjidj, Y Himeur, SS Sohail, A Amira, F Fadli… - IEEE …, 2024 - ieeexplore.ieee.org
Indoor localization (IL) is a significant topic of study with several practical applications,
particularly in the context of the Internet of Things (IoT) and smart cities. The area of IL has …

Deep learning based fingerprint positioning for multi-cell massive MIMO-OFDM systems

X Gong, X Liu, X Fu, X Gao, XG Xia - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In this paper, we investigate user terminal (UT) fingerprint positioning for multi-cell massive
multiple-input multiple-output orthogonal frequency division multiplexing (MIMO-OFDM) …