Comprehensive performance analysis of dynamic bandwidth allocation schemes for XG-PON system

V Jha, RK Singh - Optical Switching and Networking, 2023 - Elsevier
Gigabit passive optical network (XG-PON) has emerged as an effective architecture to meet
today's growing demand for bandwidth in the family of next-generation passive optical …

Recent Trends in Cloud Radio Access Networks

I Farhat, FG Awan, U Rashid, H Anwaar… - IEEE …, 2024 - ieeexplore.ieee.org
Massive surge in mobile data traffic, high power consumption, and limited spectrum
availability are the major challenges of existing cellular networks. Industries and academia …

Dynamic and Energy-Efficient Resource Allocation using Bat Optimization in 5G Cloud Radio Access Networks

S Padmakala, M Al-Farouni, DD Rao… - 2024 Second …, 2024 - ieeexplore.ieee.org
G networks represent the fifth iteration of cellular networks, thus aimed at resolving the
challenges and constraints faced by the preceding 4G network. Cloud Radio Access …

A deep learning based dynamic bandwidth allocation method for XG-PON based mobile fronthaul for CRAN

V Jha, RK Singh - Computer Networks, 2024 - Elsevier
In the context of 5G and beyond era, the use of Time Division Multiplexed Passive Optical
Network (TDM-PON) for mobile fronthaul (MFH) in centralized/cloud radio access network …

LSTM-based DWBA prediction for tactile applications in optical access network

E Ganesan, AT Liem, IS Hwang, MS Ab-Rahman… - Photonics, 2022 - mdpi.com
Historically, the optical access network (OAN) plays a crucial role of supporting emerging
new services such as 4 k, 8 k multimedia streaming, telesurgery, augmented reality (AR) …

Joint Design of Fronthaul and Access Links in Massive MIMO Based CRANs

U Rashid, FG Awan - International Journal of Communication …, 2025 - Wiley Online Library
In this paper, we address the challenge of limited channel capacity of wireless fronthaul links
in cloud radio access networks (CRANs). A novel architecture is proposed in which the base …

Bandwidth prediction in TDM-PON-based mobile fronthaul for small cell CRAN

V Jha, RK Singh - 2022 13th International Conference on …, 2022 - ieeexplore.ieee.org
The increase in demand of high bandwidth has led to the evolution of next generation
passive optical network (NG-PON) such as 10-gigabit passive optical network (XG-PON) …

A Deep Learning Based Dynamic Bandwidth Allocation Method for Xg-Pon Based Mobile Fronthaul for CRAN

G Gupta, V Jha, RK Singh - Available at SSRN 4548730, 2023 - papers.ssrn.com
In 5G and beyond era, the time division multiplexed passive optical network (TDM-PON)
based mobile fronthaul (MFH) for cloud radio access network (CRAN) has proved to be an …

A deep learning based dynamic bandwidth allocation method for XG-PON based mobile fronthaul for CRAN

Garima, V Jha, RK Singh - 2024 - dl.acm.org
In the context of 5G and beyond era, the use of Time Division Multiplexed Passive Optical
Network (TDM-PON) for mobile fronthaul (MFH) in centralized/cloud radio access network …

RBFNN Based Demand Forecasting for Next Generation Ethernet Passive Optical Network

S Ahmmed, S Basu… - 2023 IEEE Region 10 …, 2023 - ieeexplore.ieee.org
The rapid growth of internet users and bandwidth-intensive applications have led to
increasing demand for efficient data transmission. Optical fiber transmission has become …