학술논문

Enhanced Message-Passing Decoding of Degenerate Quantum Codes Utilizing Trapping Set Dynamics
Document Type
Periodical
Source
IEEE Communications Letters IEEE Commun. Lett. Communications Letters, IEEE. 28(3):444-448 Mar, 2024
Subject
Communication, Networking and Broadcast Technologies
Codes
Decoding
Qubit
Iterative decoding
Oscillators
Iterative methods
Complexity theory
QLDPC codes
belief propagation decoding
topological codes
degeneracy
symmetric stabilizers
Language
ISSN
1089-7798
1558-2558
2373-7891
Abstract
In this letter, we propose a novel iterative decoding algorithm that exploits the degenerate nature of three different families of quantum low-density parity-check codes, i.e., surface, toric, and row-degree-4 bicycle codes. Such families of codes share harmful trapping sets that constitute symmetric stabilizers, making it impossible for any parallel-scheduled iterative message-passing decoder to converge even for error patterns of weight as low as two. By biasing subsets of nodes in the symmetric stabilizers, the decoder is able to converge to a valid error pattern. Furthermore, the proposed decoder has low decoding complexity - linear in the code’s blocklength - and a fully parallel schedule, making it suitable for low-latency efficient implementation.