Postgraduate International Coding theory Seminar
PICS is an online seminar series designed for junior researchers who work in the area of coding theory. The aim of the seminar is to give an opportunity to PhD students and early-stage postdocs to present their work and to interact with the other participants.
Hoang Ly
Rutgers University
Optimum 1-Step Majority-Logic Decoding of Binary Reed–Muller Codes
The classical majority-logic decoder proposed by Reed for Reed--Muller codes RM(r, m) of degree order r and length 2^m, unfolds in r + 1 sequential steps, decoding message symbols from highest to lowest degree. Several follow-up decoding algorithms reduced the number of steps, but for a limited set of parameters, or at the expense of reduced performance, or relying on the existence of some combinatorial structures. We show that any one-step majority-logic decoder—that is, a decoder performing all majority votes in one step simultaneously without sequential processing—can correct at most d/4 errors for all values of r and m, where d denotes the code’s minimum distance. We then introduce a new hard-decision decoder that completes the decoding in a single step and attains this error-correction limit. It applies to all r and m, and can be viewed as a parallel realization of Reed’s original algorithm, decoding all message symbols simultaneously. Remarkably, we also prove that the decoder is optimum in the erasure setting: it recovers the message from any erasure pattern of up to d - 1 symbols—the theoretical limit. To our knowledge, this is the first 1-step decoder for RM codes that achieves both optimal erasure correction and the maximum one-step error correction capability.
For further information or questions about the seminar, please email us at pics.seminar@gmail.com