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 …
A tutorial on fiber Kerr nonlinearity effect and its compensation in optical communication systems
SKO Soman - Journal of Optics, 2021 - iopscience.iop.org
The advent of silica-based low-cost standard single-mode fibers revolutionized the whole
communication industry. The deployment of optical fibers in the networks induces a …
communication industry. The deployment of optical fibers in the networks induces a …
Analysis of distance measures in intuitionistic fuzzy set theory: A line integral perspective
The distance between the intuitionistic fuzzy sets (IFSs) is a notable and has been widely
used information measure to enhance decision-making performance. However, different …
used information measure to enhance decision-making performance. However, different …
A dual-population evolutionary algorithm based on dynamic constraint processing and resources allocation for constrained multi-objective optimization problems
Constrained multi-objective optimization problems (CMOPs) contain the satisfaction of
various constraints and optimization of multiple objectives simultaneously, thus they are …
various constraints and optimization of multiple objectives simultaneously, thus they are …
Two-way free-space optics-based interface between fibre and 5G communication employing polarisation-orthogonal modulation
Abstract Fifth-generation (5G) communication provides a substantial increase in data
transmission capacity because of more available bandwidth and advanced communication …
transmission capacity because of more available bandwidth and advanced communication …
Intra-channel nonlinearity mitigation in optical fiber transmission systems using perturbation-based neural network
In this work, a perturbation-based neural network (P-NN) scheme with an embedded
bidirectional long short-term memory (biLSTM) layer is investigated to compensate for the …
bidirectional long short-term memory (biLSTM) layer is investigated to compensate for the …
A variable step size normalized least-mean-square algorithm based on data reuse
The principal issue in acoustic echo cancellation (AEC) is to estimate the impulse response
between the loudspeaker and microphone of a hands-free communication device. This …
between the loudspeaker and microphone of a hands-free communication device. This …
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 …
Achievable information rate optimization in C-band optical fiber communication system
Optical fiber communication networks play an important role in the global telecommunication
network. However, nonlinear effects in the optical fiber and transceiver noise greatly limit the …
network. However, nonlinear effects in the optical fiber and transceiver noise greatly limit the …
Equalization-enhanced phase noise compensation in coherent fiber receivers
Dispersion uncompensated fiber links are widely used due to their nonlinear benefits. In
such links, dispersion requires electronic compensation after down-conversion by the …
such links, dispersion requires electronic compensation after down-conversion by the …