[HTML][HTML] New Approach of Blind Adaptive Equalizer Based on Genetic Algorithms
CAD Silva, MAC Fernandes - Telecom, 2025 - mdpi.com
This paper introduces a novel approach to blind adaptive equalization for digital
communication systems using genetic algorithms (GAs). Unlike traditional methods that rely …
communication systems using genetic algorithms (GAs). Unlike traditional methods that rely …
Bayesian Volterra system identification using reversible jump MCMC algorithm
Volterra systems have had significant success in modelling nonlinear systems in various
real-world applications. However, it is generally assumed that the nonlinearity degree of the …
real-world applications. However, it is generally assumed that the nonlinearity degree of the …
Uni-cycle genetic algorithm to improve the adaptive equalizer performance
MJ Khafaji, M Krasicki - IEEE Communications Letters, 2021 - ieeexplore.ieee.org
In this contribution, a novel uni-cycle Genetic Algorithm (GA) is proposed as a learning tool
to optimize the coefficients of an adaptive linear equalizer. The meaning of evolution …
to optimize the coefficients of an adaptive linear equalizer. The meaning of evolution …
Quantum behaved particle swarm optimization technique applied to FIR-based linear and nonlinear channel equalizer
A novel application of quantum behaved particle swarm optimization technique (QPSO) in
develo** an adaptive channel equalizer based on finite impulse response (FIR) filter is …
develo** an adaptive channel equalizer based on finite impulse response (FIR) filter is …
Novel cat swarm optimization algorithm to enhance channel equalization
Purpose Adaptive equalization plays an important role in digital communication to reduce
the distortions due to inter-symbol interference. An adaptive filter is used as an equalizer …
the distortions due to inter-symbol interference. An adaptive filter is used as an equalizer …
Recent advances in neural network techniques for channel equalization: A comprehensive survey
M Zahid, Z Meng - 2018 International Conference on …, 2018 - ieeexplore.ieee.org
The channel equalization is a technique used in the digital communication system at the
receiver side to mitigate the effect of inter-symbol interference in disruptive channels. In this …
receiver side to mitigate the effect of inter-symbol interference in disruptive channels. In this …
[PDF][PDF] Design of a discrete adaptive equalizer for noisy channel using quantum behaved particle swarm optimization technique
Objectives: In this paper, we propose to develop a discrete adaptive equalizer based on
Quantum behaved Particle Swarm Optimization (QPSO) technique for noisy channel …
Quantum behaved Particle Swarm Optimization (QPSO) technique for noisy channel …
[PDF][PDF] Swarm Intelligence Based MMSE Frequency Domain Equalization for MIMO Systems
The automatic upgradation of equalizer weights in channel equalization demands a low-
complexity, highly accurate estimation of recovery at the minimum possible time. The low …
complexity, highly accurate estimation of recovery at the minimum possible time. The low …
[PDF][PDF] Performance comparison of adaptive channel equalizers using different variants of differential evolution
Abstract In this paper, Differential Evolution (DE) based channel equalization is proposed
and an in-depth comparison of the performance of different variants of DE is made. Adaptive …
and an in-depth comparison of the performance of different variants of DE is made. Adaptive …
Equalizer optimization using flower pollination algorithm
Transmission of information from the source to the receiver involves automatic inclusion of
random errors to the signal due to noise, interference or other system imperfections …
random errors to the signal due to noise, interference or other system imperfections …