Reed-Muller subcodes: Machine learning-aided design of efficient soft recursive decoding
Reed-Muller (RM) codes are conjectured to achieve the capacity of any binary-input
memoryless symmetric (BMS) channel, and are observed to have a comparable
performance to that of random codes in terms of scaling laws. On the negative side, RM
codes lack efficient decoders with performance close to that of a maximum likelihood
decoder for general parameters. Also, they only admit certain discrete sets of rates. In this
paper, we focus on subcodes of RM codes with flexible rates that can take any code …
memoryless symmetric (BMS) channel, and are observed to have a comparable
performance to that of random codes in terms of scaling laws. On the negative side, RM
codes lack efficient decoders with performance close to that of a maximum likelihood
decoder for general parameters. Also, they only admit certain discrete sets of rates. In this
paper, we focus on subcodes of RM codes with flexible rates that can take any code …
Reed-Muller Subcodes: Machine Learning-Aided Design of Efficient Soft Recursive Decoding
M Vahid Jamali, X Liu, A Vardhan Makkuva… - arXiv e …, 2021 - ui.adsabs.harvard.edu
Reed-Muller (RM) codes are conjectured to achieve the capacity of any binary-input
memoryless symmetric (BMS) channel, and are observed to have a comparable
performance to that of random codes in terms of scaling laws. On the negative side, RM
codes lack efficient decoders with performance close to that of a maximum likelihood
decoder for general parameters. Also, they only admit certain discrete sets of rates. In this
paper, we focus on subcodes of RM codes with flexible rates that can take any code …
memoryless symmetric (BMS) channel, and are observed to have a comparable
performance to that of random codes in terms of scaling laws. On the negative side, RM
codes lack efficient decoders with performance close to that of a maximum likelihood
decoder for general parameters. Also, they only admit certain discrete sets of rates. In this
paper, we focus on subcodes of RM codes with flexible rates that can take any code …
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