dyrr0819

CNN-BiLSTM-Attention-Time-Series-Prediction_Keras

CNN+BiLSTM+Attention Multivariate Time Series Prediction implemented by Keras

PRVTDNN

The Chisel design of Polyphase Real-Value Time-Delay Neural Network (PRVTDNN).

Audio-power-amplifier

This project contains: schematic scheme, topological scheme, 3d model

Digital-Predistortion-using-DL

DPDThesis

Masters Thesis on Adaptive Digital Predistortion

LSTM-Based-estimation-MemoryHPA

This repository presents the codes for reproducing the paper "Memory Effects of High-Power Amplifiers in LSTM-based Vehicular Channel Estimation"

Multiple-Regression-in-Python

Aplying multiple regression with a memory polynomial that is used to model Power Amplifiers!

Radio_PA_Model

This code model the power amplifier using a fully connected neural network

crest_factor_reduction

This is algorithm used to reduce the PAPR (Peak To Average Power Ratio) of the transmitted signals so that the power amplifier can operate more efficiently

Team-MLAP-solution-for-ML5G-PS-007-Non-linear-Power-Amplifier-Behavioral-Modeling

Memory Polynomial-Inspired Neural Network for Modeling the Power Amplifier Non-linearities

DPD_ILC

Implementation of "Iterative Learning Control for RF Power Amplifier Linearization"

Doherty-Power-Amplifier-Modeling

This repo contains the methodology of modeling Doherty Power Amplifiers with memory effect using deep neural networks

PowerAmplifierInverseFunction

The goal is to model the inverse function of a real power amplifier.