IEEE

The Result and Performance Analysis of Long Short-Term Memory Algorithm in Mobile Ad Hoc Network for Transmission Channel Prediction

Abstract: Link prediction aims to identify key network properties to forecast topology changes. Most studies on temporal channel prediction focus on networks with moderate topological variations” ...
IEEE

Cybersecurity With Machine Learning: Implementing AI Algorithms for Intrusion Prevention, Advanced Data Protection, and Real-Time Threat Analysis

Abstract: In an era where cyber attacks are getting increasingly complex, the incorporation of machine learning (ML) algorithms into cybersecurity processes has emerged as a crucial technique for ...
IEEE

Analysis of Demodulation Algorithm For Data Transmission In Low Orbit

Abstract: In order to solve the problems of signal attenuation and low transmission efficiency in low-orbit satellite data transmission, this paper analyzes and implements an effective modulation and ...
IEEE

Research on Product Styling Design Evaluation by Genetic Algorithm Based Convolutional Neural Networks

Abstract: In recent days, with the advancements of continuous development in industrial civilization, living standards of people as well as consumption habits had significantly evolved in product ...