AhmedElkelesh / Genetic-Algorithm-based-LDPC-Code-Design
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.
☆20Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for Genetic-Algorithm-based-LDPC-Code-Design
- Simple implementation (polynomial approx.) of Protograph EXIT-chart (PEXIT) for estimation of iterative decoding threshold of LDPC codes …☆16Updated last year
- Density evolution for LDPC codes construction under AWGN-channel: reciprocal-channel approximation (RCA), Gaussian Evolution, Covariance …☆39Updated 7 months ago
- Importance Sampling and Linear Programming based Enumerating and Weighing of Trapping sets in LDPC codes, ISING models and related DNN A…☆20Updated last month
- Progressive edge growth PEG for LDPC code and QC-LDPC construction C++, Python, Matlab PEG with ACE and Avoiding Generating Small Cycles…☆21Updated 9 months ago
- Genetic Algorithm-Based Polar Code Construction/Design☆18Updated 4 years ago
- see paper "Sparse Graphs for Belief Propagation Decoding of Polar Codes"☆30Updated 2 years ago
- 5G LDPC simulation based on MEX function.☆22Updated 6 years ago
- ☆12Updated 2 years ago
- Learning to decode Protograph LDPC Codes☆20Updated 3 years ago
- Simple platform to Study 5G eMBB MET QC-LDPC codes and BP MS OMS NMS decoders☆25Updated last year
- We provide a Deep learning method for LDPC decoding☆68Updated 3 years ago
- construction high perfomance long length, low error floor block Multi-edge Type (MET) QC-LDPC codes and Tail-Biting convolutional MET QC-…☆29Updated 5 months ago
- ☆25Updated 2 years ago
- Transmitting short-packet over wireless channels—an information-theoretic perspective☆12Updated 3 years ago
- Neural min-sum decoding in TensorFlow☆44Updated 5 years ago
- This application estimate iterative decoding threshold using degree description, Stephan ten Brink. More general decription of LDPC codes…☆12Updated last year
- Decoding of LDPC Codes Using the Information Bottleneck Method in Python☆16Updated 5 years ago
- Code for paper "NOLD: A Neural-Network Optimized Low-Resolution Decoder for LDPC Codes, Submitted for an IEEE journal;"☆14Updated 3 years ago
- ☆10Updated 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…☆11Updated 10 months ago
- Polar codes simulation on MATLAB☆10Updated 5 years ago
- ☆17Updated last year
- MATLAB implementation of the M BCJR algorithm for equalization of ISI channels.☆14Updated 7 years ago
- A fully trainable BP decoder, enabling the discovery of new parity check matrix through automatic learning☆9Updated 2 years ago
- A CRC-aided successive cancellation list (SCL) decoding algorithm for polar codes and PAC codes with various code constructions/rate prof…☆19Updated 2 years ago
- c code for Non-Binary LDCP decoder☆18Updated 10 months ago
- ☆28Updated 7 years ago
- Implementation of an approach for wireless encoding via MI estimation☆16Updated 4 years ago
- This UWOC-JCCESD code is used for the joint channel classification and estimation with signal detection (JCCESD) scheme in underwater w…☆18Updated 3 years ago
- This project includes Matlab functions to simulate MIMO and Equalization systems with Iterative Detection and Decoding☆20Updated 3 years ago