Machine learning applications for short reach optical communication
With the rapid development of optical communication systems, more advanced techniques
conventionally used in long-haul transmissions have gradually entered systems covering …
conventionally used in long-haul transmissions have gradually entered systems covering …
End-to-end learning for VCSEL-based optical interconnects: State-of-the-art, challenges, and opportunities
Optical interconnects (OIs) based on vertical-cavity surface-emitting lasers (VCSELs) are the
main workhorse within data centers, supercomputers, and even vehicles, providing low-cost …
main workhorse within data centers, supercomputers, and even vehicles, providing low-cost …
SARS-CoV-2 detection using optical fiber based sensor method
MU Hadi, M Khurshid - Sensors, 2022 - mdpi.com
The SARS-CoV-2 Coronavirus disease, also known as the COVID-19 pandemic, has
engendered the biggest challenge to human life for the last two years. With a rapid increase …
engendered the biggest challenge to human life for the last two years. With a rapid increase …
Experimental demonstration and performance enhancement of 5G NR multiband radio over fiber system using optimized digital predistortion
This paper presents an experimental realization of multiband 5G new radio (NR) optical front
haul (OFH) based radio over fiber (RoF) system using digital predistortion (DPD). A novel …
haul (OFH) based radio over fiber (RoF) system using digital predistortion (DPD). A novel …
Fibre wireless distributed antenna systems for 5G and 6G services
The terahertz (THz) frequency bands are being explored as a potential means of enabling
an ultra-high transmission capacity in sixth-generation (6G) radio-access networks (RAN) …
an ultra-high transmission capacity in sixth-generation (6G) radio-access networks (RAN) …
Digital Predistortion Based Experimental Evaluation of Optimized Recurrent Neural Network for 5G Analog Radio Over Fiber Links
In the context of Enhanced Remote Area Communications (ERAC), Radio over Fiber (RoF)
technology plays a crucial role in extending reliable connectivity to underserved and remote …
technology plays a crucial role in extending reliable connectivity to underserved and remote …
Efficient supervised machine learning network for non-intrusive load monitoring
MU Hadi, NHN Suhaimi, A Basit - Technologies, 2022 - mdpi.com
From a single meter that measures the entire home's electrical demand, energy
disaggregation calculates appliance-by-appliance electricity consumption. Non-intrusive …
disaggregation calculates appliance-by-appliance electricity consumption. Non-intrusive …
Practical Demonstration of 5G NR Transport Over-Fiber System with Convolutional Neural Network
MU Hadi - Telecom, 2022 - mdpi.com
This study describes an experimental realization using digital predistortion (DPD) for a fifth
generation (5G) multiband new radio (NR) optical front haul (OFH) based Radio over Fiber …
generation (5G) multiband new radio (NR) optical front haul (OFH) based Radio over Fiber …
Hybrid ring-and tree-topology RoF transmission system with disconnection protection
This paper proposes a hybrid ring-and tree-topology radio over fiber (RoF) transmission
system with self-disconnection protection that can support the high distribution density of …
system with self-disconnection protection that can support the high distribution density of …
Machine learning-based linearization schemes for radio over fiber systems
LAM Pereira, LL Mendes… - IEEE Photonics …, 2022 - ieeexplore.ieee.org
This work proposes a novel machine learning (ML)-based linearization scheme for radio-
over-fiber (RoF) systems with external modulation. The proposed approach has the …
over-fiber (RoF) systems with external modulation. The proposed approach has the …