kuanhsieh / sparc_publicLinks
Implementation of Sparse Regression Codes (SPARCs)/Sparse Superposition Codes for communications over the AWGN channel.
☆13Updated 4 years ago
Alternatives and similar repositories for sparc_public
Users that are interested in sparc_public are comparing it to the libraries listed below
Sorting:
- Genetic Algorithm-Based Polar Code Construction/Design☆21Updated 5 years ago
- Matlab codes for Unsourced Multiple Access With Random User Activity by K.-H. Ngo, A. Lancho, G. Durisi, and A. Graell i Amat☆12Updated 2 years ago
- ☆15Updated last year
- Density evolution for LDPC codes construction under AWGN-channel: reciprocal-channel approximation (RCA), Gaussian Evolution, Covariance …☆44Updated last year
- ☆13Updated 3 years ago
- A CRC-aided successive cancellation list (SCL) decoding algorithm for polar codes and PAC codes with various code constructions/rate prof…☆30Updated 3 years ago
- Learning to decode Protograph LDPC Codes☆27Updated 4 years ago
- This is a MATLAB script for obtaining achievable block/frame error rate (BLER/FER) bound for finite blocklength codes based on channel di…☆13Updated last year
- A fully trainable BP decoder, enabling the discovery of new parity check matrix through automatic learning☆10Updated 3 years ago
- Neural min-sum decoding in TensorFlow☆50Updated 6 years ago
- ☆19Updated 4 years ago
- We provide a Deep learning method for LDPC decoding☆73Updated 4 years ago
- ☆18Updated last year
- O.F.D.M. Transceiver framework simulation using Matlab☆11Updated 5 years ago
- Simple massive MIMO simulator that includes several data-detectors☆39Updated 5 years ago
- Geometric and Probabilistic Constellation Shaping with Autoencoders - Research Internship☆25Updated 3 years ago
- Matlab Implenmentation of 5G NR MIMO Sphere Decoder☆17Updated 3 years ago
- BP list decoding for polar codes☆14Updated 2 years ago
- Simple implementation (polynomial approx.) of Protograph EXIT-chart (PEXIT) for estimation of iterative decoding threshold of LDPC codes …☆22Updated 5 months ago
- This is a python simulation of a MIMO communication system, including M-QAM modulation and demodulation.☆23Updated 2 years ago
- Progressive edge growth PEG for LDPC code and QC-LDPC construction C++, Python, Matlab PEG with ACE and Avoiding Generating Small Cycles…☆30Updated 6 months ago
- Implementation of research paper: End-to-End Learning of Communications Systems Without a Channel Model☆36Updated 6 years ago
- Simple platform to Study 5G eMBB MET QC-LDPC codes and BP MS OMS NMS decoders☆34Updated 2 years ago
- SRDNN channel estimation show more 1 dB gain under LTE EPA/ETU and 5G NR channels compare to MMSE channel estimation and ability to work …☆30Updated 4 months ago
- This code is for paper: L. Liu and W. Yu, "Massive connectivity with massive MIMO-Part I: Device activity detection and channel estimatio…☆27Updated 3 years ago
- see paper "Sparse Graphs for Belief Propagation Decoding of Polar Codes"☆40Updated 3 years ago
- This project includes Matlab functions to simulate MIMO and Equalization systems with Iterative Detection and Decoding☆27Updated 5 years ago
- This repo provides an implementation of a Variational Autoencoder (VAE) based equalizer. This includes a simulation environment with an A…☆31Updated 3 years ago
- PyTorch implementation of OFDM building blocks for experimenting with PlutoSDR for over the air transmissions. AIML experiments for PHY-p…☆12Updated 3 months ago
- ☆18Updated 2 years ago