AkashkumarRajaram's starred repositories
Simple-APT
A simple python script that encodes/decodes pictures using automatic picture transmission (APT).
Neural_Networks-Direction_of_Arrival-Estimation
This repository contains the files used in my dissertation project on deep direction of arrival estimation using a microphone array.
Kohonen_SOM
Kohonen Self-Organizing Map using Python and NumPy
Time-signal-classification-using-Convolutional-Neural-Network
TensorFlow python code for a Machine Learning project using Convolutional Neural Network
DeepWaveDOA
ICASSP 2024: Robust DOA estimation from deep acoustic imaging
bnn-doa-estimation
Binarized Neural Network DoA estimation
DnnNormTimeFreq4DoA
A DNN based Normalized Time-frequency Weighted Criterion for Robust Wideband DoA Estimation
machine-learning-articles
🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.
D-AMP_Toolbox
This package contains the code to run Learned D-AMP, D-AMP, D-VAMP, D-prGAMP, and DnCNN algorithms. It also includes code to train Learned D-AMP, DnCNN, and Deep Image Prior U-net using the SURE loss.
Massive-MIMO-Precoding
Linear and Nonlinear precoding in downlink Multi-user Massive MIMO systems
deepbeam
M. Polese, F. Restuccia, and T. Melodia, "DeepBeam: Deep Waveform Learning for Coordination-Free Beam Management in mmWave Networks", Proc. of ACM Intl. Symp. on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing (ACM MobiHoc), July 2021.
Massive-MIMO-Hybrid-Beamforming-Matlab-Example
A simple example with how hybrid beamforming is employed at the transmit end of a massive MIMO communications system.
SatCommSystem-QPSK-OFDM-LSEstimation-TransionosphericChannel
MATLAB Imitation Modeling for the BER of the Satellite Communication System using QPSK and OFDM Modulation with LS Channel Estimation based on Pilot Signals in the Transionospheric Communication Channel with Rician Fading, Multipath, Frequency Selectivity and Limited Coherence Bandwidth