无线与深度学习结合的论文代码整理/Paper-with-Code-of-Wireless-communication-Based-on-DL

In this project, an observer in the form of a stable neural network is proposed for any nonlinear MIMO system. As a result of experience, this observer utilizes a nonlinear in parameter neural network (NLPNN) which unlike LPNN, supports systems with higher degree of nonlinearity with no pre-knowledge of its dynamics. The learning rule for this n…

A Generalized H-infinity Mixed Sensitivity Convex Approach to Multivariable Control Design Subject to Simultaneous Output and Input Loop-Breaking Specifications

This repository contains the implementation of the Multiple Signal Classification algorithm for estimating the Angle of Arrival in MIMO systems.

This is an unofficial but comprehensive replication of orthogonal approximate message passing-network (OAMP-Net) algorithm for MIMO signal detection in wireless communications.

Implementation of a recurrent neural network based Observer/Identifier for highly Non-Linear Dynamical Systems, using the Lorenz Attractor as a test case.

This repository contains some of the codes developed during the course on Model Predictive Control (MPC) (2022.1) - Master's Program in Electrical Engineering - Federal University of Ceara.

Source code for the results and simulations described in the paper "Rapid and Power-Aware Learned Optimization for Modular Receive Beamforming".

MIMO PID tuning via iterated LMI restriction

MATLAB codes for control systems: compute state-feedback and output-feedback gains

A comprehensive SystemVerilog UVM testbench for verifying MIMO Multiple-Input Multiple Output) communication system modules including encoder, decoder, and channel estimator components.

Multi-DeepNet CNN for coarse DoA estimation under low SNR and limited snapshots (FMCW-inspired synthetic data).