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US 2025/0322209 A1Published application
Methods and devices for a deep learning based polar coding scheme
OwnerHamid SABER, Jung Hyun BAEinventors
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Abstract
Methods and devices are provided in which a processor of an electronic device encodes segments of a binary message word into real-valued outer codewords using corresponding non-linear neural network (NN) outer encoding processes. The processor combines the real-valued outer codewords using a real-field polarization operation to generate a codeword for the binary message word.
Claims20
A method comprising:
- encoding, by a processor of an electronic device, segments of a binary message word into real-valued outer codewords using corresponding non-linear neural network (NN) outer encoding processes;
- and
- combining, by the processor, the real-valued outer codewords using a real-field polarization operation to generate a codeword for the binary message word.
A method comprising:
- generating, by a processor of an electronic device, vectors from corresponding matrices of a codeword using real-field polarization operations;
- decoding, by the processor, the vectors using corresponding non-linear neural network (NN) outer decoding processes to generate segments of a binary message word;
- and
- determine, by the processor, a binary message word corresponding to the codeword from the segments.
1 more element
An electronic device comprising:
- a transmitter;
- a processor;
- and
- a non-transitory computer readable storage medium storing instructions that, when executed, cause the processor to:
- encode segments of a binary message word into real-valued outer codewords using corresponding non-linear neural network (NN) outer encoding processes;
- and
- combine the real-valued outer codewords using a real-field polarization operation to generate a codeword for the binary message word.
4 more elements
An electronic device comprising:
- a receiver;
- a processor;
- and
- a non-transitory computer readable storage medium storing instructions that, when executed, cause the processor to:
- generate vectors from corresponding matrices of the codeword using real-field polarization operations;
- decode the vectors using corresponding non-linear neural network (NN) outer decoding processes to generate segments of a binary message word;
- and
- determine a binary message word corresponding to the codeword from the segments.
5 more elements
Dependencies are inferred from the claim text.