학술논문

Berman Codes: A Generalization of Reed-Muller Codes that Achieve BEC Capacity
Document Type
Conference
Source
2022 IEEE International Symposium on Information Theory (ISIT) Information Theory (ISIT), 2022 IEEE International Symposium on. :1761-1766 Jun, 2022
Subject
Communication, Networking and Broadcast Technologies
Codes
Terminology
Binary codes
Reed-Muller codes
Decoding
Language
ISSN
2157-8117
Abstract
We identify a family of binary codes whose structure is similar to Reed-Muller (RM) codes and which include RM codes as a strict subclass. The codes in this family are denoted as ${\mathcal{C}_n}(r,m)$, and their duals are denoted as ${{\mathcal{B}}_n}(r,m)$. The length of these codes is n m , where n ≥ 2, and r is their ‘order’. When n = 2, ${\mathcal{C}_n}(r,m)$ is the RM code of order r and length 2 m . The special case of these codes corresponding to n being an odd prime was studied by Berman (1967) and Blackmore and Norton (2001). Following the terminology introduced by Blackmore and Norton, we refer to ${{\mathcal{B}}_n}(r,m)$ as the Berman code and ${\mathcal{C}_n}(r,m)$ as the dual Berman code. We identify these codes using a recursive Plotkin-like construction, and we show that these codes have a rich automorphism group. Applying a result of Kumar et al. (2016) to this set of automorphisms, we show that these codes achieve the capacity of the binary erasure channel (BEC) under bit-MAP decoding.