This is the project solution for Winter 2019 for Communication Systems at UCLA!
Source code for Aldebaro's book on DSP and digital communications
Autoencoder and Model Based Elimination of features using Relevance and Redundancy scores (AMBER) submitted to ICLR 2020
Simulation code and additional documents for Intelligent Resource Allocation in Wireless Communications Systems
Source code from the paper: A. Elkelesh, M. Ebada, S. Cammerer, L. Schmalen, and S. ten Brink, “Decoder-in-the-Loop: Genetic Optimization-Based LDPC Code Design,” in IEEE Access, 2019.
Joint Channel Estimation and Nonlinear Distortion Compensation in OFDM Receivers (Bussgang-type receiver)
Code for the paper "Learning to Demodulate from Few Pilots via Offline and Online Meta-Learning"
Code for the paper "Meta-Learning to Communicate: Fast End-to-End Training for Fading Channels"
Source code for the paper: "Low-Precision Neural Network Decoding of Polar Codes"
PRIUS (Promotion of Research and Innovation for Undergraduate Students) research ; Detection and Mitigation of Radio Frequency Interference during pulsar observations
Code for the paper 'On Learning Paradigms for the Travelling Salesman Problem' (NeurIPS 2019 Graph Representation Learning Workshop)
Reproduction of "Variational Denoising Network: Toward Blind Noise Modeling and Removal" (NeurIPS 2019) in Tensorflow 2.0.
