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 2 years ago
- Learning to decode Protograph LDPC Codes☆28Updated 4 years ago
- ☆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
- Density evolution for LDPC codes construction under AWGN-channel: reciprocal-channel approximation (RCA), Gaussian Evolution, Covariance …☆44Updated last year
- This is a MATLAB script for obtaining achievable block/frame error rate (BLER/FER) bound for finite blocklength codes based on channel di…☆13Updated 2 years ago
- ☆19Updated last year
- A fully trainable BP decoder, enabling the discovery of new parity check matrix through automatic learning☆13Updated 3 years ago
- MATLAB codes for polar BP decoder. It is just a very simple BP decoder. I hope it would be useful for new learners of polar codes. MATLAB…☆31Updated 7 years ago
- We provide a Deep learning method for LDPC decoding☆74Updated 4 years ago
- Denoising Diffusion Error Correction Codes☆19Updated last year
- This code is for paper: L. Liu and W. Yu, "Massive connectivity with massive MIMO-Part I: Device activity detection and channel estimatio…☆28Updated 3 years ago
- This is a python simulation of a MIMO communication system, including M-QAM modulation and demodulation.☆23Updated 2 years ago
- ☆25Updated last year
- Deepcode: Feedback Codes via Deep Learning, by Hyeji Kim, Yihan Jiang, Sreeram Kannan, Sewoong Oh, and Pramod Viswanath☆21Updated 7 years ago
- ☆19Updated 4 years ago
- see paper "Sparse Graphs for Belief Propagation Decoding of Polar Codes"☆40Updated 3 years ago
- Neural min-sum decoding in TensorFlow☆51Updated 6 years ago
- Deep learning for PAPR reduction in OFDM system☆35Updated 5 years ago
- Simple massive MIMO simulator that includes several data-detectors☆39Updated 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
- Turbo code with BPSK or GMSK☆11Updated 3 years ago
- Geometric and Probabilistic Constellation Shaping with Autoencoders - Research Internship☆24Updated 3 years ago
- Simple implementation (polynomial approx.) of Protograph EXIT-chart (PEXIT) for estimation of iterative decoding threshold of LDPC codes …☆22Updated 6 months ago
- Code for "Turbo Autoencoder: Deep learning based channel code for point-to-point communication channels" NeurIPS 2019☆111Updated last year
- Error Correction Code Transformer☆52Updated 2 years ago
- BP list decoding for polar codes☆14Updated 2 years ago
- Ref: S. Mosleh, L. Liu, C. Sahin, Y. R. Zheng and Y. Yi, "Brain-Inspired Wireless Communications: Where Reservoir Computing Meets MIMO-OF…☆14Updated 5 years ago