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.
☆21Updated 5 years ago
Alternatives and similar repositories for Genetic-Algorithm-based-LDPC-Code-Design:
Users that are interested in Genetic-Algorithm-based-LDPC-Code-Design are comparing it to the libraries listed below
- Density evolution for LDPC codes construction under AWGN-channel: reciprocal-channel approximation (RCA), Gaussian Evolution, Covariance …☆40Updated 9 months ago
- Simple implementation (polynomial approx.) of Protograph EXIT-chart (PEXIT) for estimation of iterative decoding threshold of LDPC codes …☆17Updated last year
- Importance Sampling and Linear Programming based Enumerating and Weighing of Trapping sets in LDPC codes, ISING models and related DNN A…☆20Updated 3 months ago
- see paper "Sparse Graphs for Belief Propagation Decoding of Polar Codes"☆32Updated 2 years ago
- Simple platform to Study 5G eMBB MET QC-LDPC codes and BP MS OMS NMS decoders☆26Updated last year
- Progressive edge growth PEG for LDPC code and QC-LDPC construction C++, Python, Matlab PEG with ACE and Avoiding Generating Small Cycles…☆24Updated 11 months ago
- Learning to decode Protograph LDPC Codes☆22Updated 3 years ago
- 5G LDPC simulation based on MEX function.☆21Updated 6 years ago
- ☆25Updated 2 years ago
- Genetic Algorithm-Based Polar Code Construction/Design☆19Updated 4 years ago
- ☆12Updated 2 years ago
- Joint Channel Estimation and Nonlinear Distortion Compensation in OFDM Receivers (Bussgang-type receiver)☆24Updated 5 years ago
- We provide a Deep learning method for LDPC decoding☆69Updated 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…☆26Updated 6 years ago
- A CRC-aided successive cancellation list (SCL) decoding algorithm for polar codes and PAC codes with various code constructions/rate prof…☆23Updated 2 years ago
- Polar codes simulation on MATLAB☆10Updated 6 years ago
- Tools for plotting Extrinsic Information Transfer (EXIT) charts in Matlab☆15Updated 2 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 8 months ago
- ☆9Updated 9 years ago
- This project includes Matlab functions to simulate MIMO and Equalization systems with Iterative Detection and Decoding☆21Updated 4 years ago
- ☆10Updated last year
- Implementation of an approach for wireless encoding via MI estimation☆17Updated 4 years ago
- ☆43Updated 4 years ago
- This application estimate iterative decoding threshold using degree description, Stephan ten Brink. More general decription of LDPC codes…☆13Updated last year
- ☆17Updated last year
- Simple massive MIMO simulator that includes several data-detectors☆35Updated 4 years ago
- LDPC-coded OFDM system on AWGN using Sum Product Algorithm (SPA)☆15Updated 7 years ago
- Scripts, classes and functions related to Optical Wireless Communication☆14Updated 4 years ago
- A fully trainable BP decoder, enabling the discovery of new parity check matrix through automatic learning☆10Updated 2 years ago
- This UWOC-JCCESD code is used for the joint channel classification and estimation with signal detection (JCCESD) scheme in underwater w…☆18Updated 4 years ago