2 papers
eess.SP2024
Deep Complex-valued Radial Basis Function Neural Networks and Parameter Selection
Jonathan A. Soares, VinÃcius H. Luiz, Dalton S. Arantes +1
In the ever-evolving field of artificial neural networks and learning systems, complex-valued neural networks (CVNNs) have become a cornerstone, achieving exceptional performance i…
eess.SP2024
Online ML-based Joint Channel Estimation and MIMO Decoding for Dynamic Channels
Luiz Fernando Moreira Teixeira, Vinicius Henrique Luiz, Jonathan Aguiar Soares +2
This paper presents an online method for joint channel estimation and decoding in massive MIMO-OFDM systems using complex-valued neural networks (CVNNs). The study evaluates the pe…