JieFangD / NN-Polar-Decoder
Low-complexity Recurrent Neural Network-based Polar Decoder with Weight Quantization Mechanism
☆17Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for NN-Polar-Decoder
- Tools for plotting Extrinsic Information Transfer (EXIT) charts in Matlab☆15Updated 2 years ago
- 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
- Source code for the paper: "Low-Precision Neural Network Decoding of Polar Codes"☆14Updated 2 years ago
- Simple implementation (polynomial approx.) of Protograph EXIT-chart (PEXIT) for estimation of iterative decoding threshold of LDPC codes …☆16Updated last year
- 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
- Polar codes Fast MATLAB implementations, including encoder, several types of SC decoder, CRC-SCL decoder and many code construction algor…☆58Updated 5 years ago
- 5g polar code☆44Updated 5 years ago
- ☆12Updated 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 5 months ago
- Learning to decode Protograph LDPC Codes☆20Updated 3 years ago
- Polar codes simulation on MATLAB☆10Updated 5 years ago
- BP list decoding for polar codes☆10Updated last year
- Code for paper "NOLD: A Neural-Network Optimized Low-Resolution Decoder for LDPC Codes, Submitted for an IEEE journal;"☆14Updated 3 years ago
- We provide a Deep learning method for LDPC decoding☆68Updated 3 years ago
- CNN-Aided Bit-Flipping for Belief Propagation Polar Decoder☆10Updated 3 years ago
- 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
- Polar Codes MatLab☆17Updated 7 years ago
- Simple platform to Study 5G eMBB MET QC-LDPC codes and BP MS OMS NMS decoders☆25Updated last year
- 5G LDPC simulation based on MEX function.☆22Updated 6 years ago
- The source codes of the proposed NB-LDPC decoder published in IEEE Communications Letters☆11Updated 6 years ago
- Matlab Implenmentation of 5G NR MIMO Sphere Decoder☆14Updated 2 years ago
- ☆38Updated 5 years ago
- This project is made to generate Polar decoders (unrolled decoders).☆11Updated 4 years ago
- This application estimate iterative decoding threshold using degree description, Stephan ten Brink. More general decription of LDPC codes…☆12Updated 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
- ☆25Updated 2 years ago
- Simulated annealing lifting for high girth QC-LDPC include ACE/EMD optimization. Make QC-LDPC from protograph (base matrix)☆20Updated 5 months ago
- PolarCodes inplemented in Python, including Decoder (SC, SC-List, Fast-SC, SCFlip and BP, some early stopping method in BP decoder), crc-…☆27Updated 4 years ago