Hybrid Feed Forward Neural Networks and Particle Swarm Optimization for Intelligent Self-Organization in the Industrial Communication Networks

Hybrid Feed Forward Neural Networks and Particle Swarm Optimization for Intelligent Self-Organization in the Industrial Communication Networks

In recent times, the Industrial Communication Networks (ICNets) have been playing a vital role in advancing mobile generation networks, especially in the evolution of 6G networks. This research proposes a novel technique for self-organization that integrates Feed Forward Neural Network (FFNN) and Pa...

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Bibliographic Details
Main Authors: M. Maragatharajan, Aanjankumar Sureshkumar, Rajesh Kumar Dhanaraj, E. Nirmala, Md Shohel Sayeed, Mohammad Tabrez Quasim, Shakila Basheer
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Open Journal of the Communications Society
Subjects:
Self-organization
particle swarm optimization
feed forward neural networks
activation function
bandwidth
fitness evaluation
Online Access:https://ieeexplore.ieee.org/document/10960282/
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