JieFangD / NN-Polar-DecoderLinks
Low-complexity Recurrent Neural Network-based Polar Decoder with Weight Quantization Mechanism
☆19Updated 4 years ago
Alternatives and similar repositories for NN-Polar-Decoder
Users that are interested in NN-Polar-Decoder are comparing it to the libraries listed below
Sorting:
- Simple implementation (polynomial approx.) of Protograph EXIT-chart (PEXIT) for estimation of iterative decoding threshold of LDPC codes …☆18Updated 2 years ago
- Importance Sampling and Linear Programming based Enumerating and Weighing of Trapping sets in LDPC codes, ISING models and related DNN A…☆21Updated 8 months ago
- 5G LDPC simulation based on MEX function.☆23Updated 6 years ago
- Density evolution for LDPC codes construction under AWGN-channel: reciprocal-channel approximation (RCA), Gaussian Evolution, Covariance …☆43Updated last year
- see paper "Sparse Graphs for Belief Propagation Decoding of Polar Codes"☆38Updated 3 years ago
- Simple platform to Study 5G eMBB MET QC-LDPC codes and BP MS OMS NMS decoders☆29Updated 2 years ago
- Genetic Algorithm-Based Polar Code Construction/Design☆21Updated 5 years ago
- Tools for plotting Extrinsic Information Transfer (EXIT) charts in Matlab☆15Updated 2 years ago
- Source code for the paper: "Low-Precision Neural Network Decoding of Polar Codes"☆19Updated 3 years ago
- BP list decoding for polar codes☆13Updated last year
- This application estimate iterative decoding threshold using degree description, Stephan ten Brink. More general decription of LDPC codes…☆13Updated 2 years ago
- ☆30Updated 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…☆25Updated this week
- Code for paper "NOLD: A Neural-Network Optimized Low-Resolution Decoder for LDPC Codes, Submitted for an IEEE journal;"☆19Updated 4 years ago
- We provide a Deep learning method for LDPC decoding☆72Updated 4 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 last year
- ☆10Updated 2 years ago
- Learning to decode Protograph LDPC Codes☆25Updated 4 years ago
- This project is made to generate Polar decoders (unrolled decoders).☆13Updated 3 weeks ago
- 5g polar code☆49Updated 6 years ago
- Polar codes simulation on MATLAB☆11Updated 6 years ago
- ☆15Updated 6 months ago
- Polar codes Fast MATLAB implementations, including encoder, several types of SC decoder, CRC-SCL decoder and many code construction algor…☆68Updated 5 years ago
- Source code from the paper: A. Elkelesh, M. Ebada, S. Cammerer, L. Schmalen, and S. ten Brink, “Decoder-in-the-Loop: Genetic Optimization…☆22Updated 5 years ago
- Neural min-sum decoding in TensorFlow☆48Updated 6 years ago
- Quantization for LDPC-decoder node messages☆9Updated 5 years ago
- CNN-Aided Bit-Flipping for Belief Propagation Polar Decoder☆10Updated 4 years ago
- PolarCodes inplemented in Python, including Decoder (SC, SC-List, Fast-SC, SCFlip and BP, some early stopping method in BP decoder), crc-…☆35Updated 5 years ago
- Polar Codes MatLab☆20Updated 7 years ago
- The codes reproduce the research of our work in our JSTSP paper "An Iterative BP-CNN Architecture for Channel Decoding under Correlated N…☆66Updated 5 years ago