[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 …

Bayesian Volterra system identification using reversible jump MCMC algorithm

O Karakuş, EE Kuruoğlu, MA Altınkaya - Signal Processing, 2017 - Elsevier
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 …

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 …

Quantum behaved particle swarm optimization technique applied to FIR-based linear and nonlinear channel equalizer

R Sinha, A Choubey, SK Mahto, P Ranjan - Advances in Computer …, 2019 - Springer
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 …

Novel cat swarm optimization algorithm to enhance channel equalization

D DC, JVR SP - COMPEL-The international journal for computation …, 2017 - emerald.com
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 …

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 …

[PDF][PDF] Design of a discrete adaptive equalizer for noisy channel using quantum behaved particle swarm optimization technique

R Sinha, A Choubey - Indian Journal …, 2016 - sciresol.s3.us-east-2.amazonaws …
Objectives: In this paper, we propose to develop a discrete adaptive equalizer based on
Quantum behaved Particle Swarm Optimization (QPSO) technique for noisy channel …

[PDF][PDF] Swarm Intelligence Based MMSE Frequency Domain Equalization for MIMO Systems

DC Diana, R Hema - ECTI Transactions on Electrical Engineering …, 2023 - ph02.tci-thaijo.org
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 …

[PDF][PDF] Performance comparison of adaptive channel equalizers using different variants of differential evolution

S Swayamsiddha, HP Thethi - Journal of Engineering Science and …, 2018 - researchgate.net
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 …

Equalizer optimization using flower pollination algorithm

S Banerjee, S Chattopadhyay - 2016 IEEE 1st International …, 2016 - ieeexplore.ieee.org
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 …