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Intelligent Reflecting Surfaces assisted Laser-based Optical Wireless Communication Networks
Optical wireless communication (OWC) arises as a complementary technology to radio frequency (RF) systems that can support high aggregate data rates.
Deep Learning-based Power Allocation in Rate Splitting Optical Wireless Networks
In RS, the transmitted power is allocated to different messages, common and private messages, serving multiple users simultaneously, where each user can decode the desired message following a certain procedure.
AI-Driven Resource Allocation in Optical Wireless Communication Systems
Visible light communication (VLC) is a promising solution to satisfy the extreme demands of emerging applications.
Energy Efficient Laser-Based Optical Wireless Communication Networks
Rising data demands are a growing concern globally.
Rate Splitting for 6G Optical Wireless Networks
This paper evaluates the performance of rate splitting (RS), a robust interference management scheme, in an optical wireless communication (OWC) network that uses infrared lasers referred to as vertical-cavity surface-emitting lasers (VCSELs) as optical transmitters.
Resource Allocation in IRS-aided Optical Wireless Communication Systems
One of the main challenges facing optical wireless communication (OWC) systems is service disconnection in high blockage probability scenarios where users might lose the line of sight (LoS) connection with their corresponding access points (APs).
Cooperative Artificial Neural Networks for Rate-Maximization in Optical Wireless Networks
Therefore, practical solutions with low computational time are essential to cope with frequent updates in user-requirements that might occur.
Multi-User Rate Splitting in Optical Wireless Networks
Rate splitting (RS) is proposed as a transmission scheme to serve multiple users simultaneously by splitting the message of a given user into common and private messages, and then, each user decodes the desired message following a certain procedure.
On the energy efficiency of Laser-based Optical Wireless Networks
Optical wireless Communication (OWC) is a strong candidate in the next generation (6G) of cellular networks.
Towards Terabit LiFi Networking
Light Fidelity (Li-Fi) is a networked version of optical wireless communication (OWC), which is a strong candidate to fulfill the unprecedented increase in user-traffic expected in the near future.
Artificial Neural Network for Resource Allocation in Laser-based Optical wireless Networks
The implementation of the ANN model involves three important steps, dataset generation, offline training, and real time application.
Resource Allocation in Laser-based Optical Wireless Cellular Networks
To solve this problem, a decentralized algorithm is proposed where the main problem is divided into sub-problems, each can be solved independently avoiding complexity.
Reinforcement Learning for Resource Allocation in Steerable Laser-based Optical Wireless Systems
Vertical Cavity Surface Emitting Lasers (VCSELs) have demonstrated suitability for data transmission in indoor optical wireless communication (OWC) systems due to the high modulation bandwidth and low manufacturing cost of these sources.
Rate Splitting in VCSEL-based Optical Wireless Networks
However, the performance of RS is limited in high density networks.
