Degeneracy and Its Impact on the Decoding of Sparse Quantum Codes

被引:13
|
作者
Fuentes, Patricio [1 ]
Martinez, Josu Etxezarreta [1 ]
Crespo, Pedro M. [1 ]
Garcia-Frias, Javier [2 ]
机构
[1] Univ Navarra, Dept Biomed Engn & Sci, Tecnun, San Sebastian 20018, Spain
[2] Univ Delaware, Dept Elect & Comp Engn, Newark, DE 19716 USA
关键词
Parity check codes; Quantum mechanics; Qubit; Maximum likelihood decoding; Encoding; Symmetric matrices; Phase change materials; Decoherence; degeneracy; sparse quantum codes; quantum low-density-parity-check codes; sum product algorithm; ERROR-CORRECTION CODES; LDPC CODES; DECOHERENCE; ALGORITHMS; DESIGN; CONSTRUCTION; COMPUTATION; MODELS;
D O I
10.1109/ACCESS.2021.3089829
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The well-documented capacity-approaching performance of sparse codes in the realm of classical communications has inspired the search for their quantum counterparts. Sparse quantum codes are generally built as the amalgamation of two robust classical codes and are decoded via classical decoding algorithms. However, the quantum paradigm presents phenomena that act in a deleterious manner on sparse quantum codes when they are decoded based on classical methodologies. One such phenomenon is known as degeneracy, and it is a major contributor to why sparse quantum codes do not entirely evoke the stupendous error correcting abilities of their classical counterparts. In this paper, we adopt a group theoretical approach to discuss the issue of degeneracy as it relates to sparse quantum codes. Furthermore, we compare the decoding process of sparse quantum codes with that of sparse classical codes, illustrating the challenges that appear in the quantum domain. Finally, we provide a detailed example to illustrate the effects of degeneracy on sparse quantum codes and the challenges of designing an optimum decoder for these schemes.
引用
收藏
页码:89093 / 89119
页数:27
相关论文
共 50 条
  • [1] ON THE ITERATIVE DECODING OF SPARSE QUANTUM CODES
    Poulin, David
    Chung, Yeojin
    QUANTUM INFORMATION & COMPUTATION, 2008, 8 (10) : 987 - 1000
  • [2] On the iterative decoding of sparse quantum codes
    Poulin, David
    Chung, Yeojin
    Quantum Information and Computation, 2008, 8 (10): : 0987 - 1000
  • [3] Exploiting degeneracy in belief propagation decoding of quantum codes
    Kuo, Kao-Yueh
    Lai, Ching-Yi
    NPJ QUANTUM INFORMATION, 2022, 8 (01)
  • [4] Exploiting degeneracy in belief propagation decoding of quantum codes
    Kao-Yueh Kuo
    Ching-Yi Lai
    npj Quantum Information, 8
  • [5] Feedback iterative decoding of sparse quantum codes
    Wang Yun-Jiang
    Bai Bao-Ming
    Wang Xin-Mei
    ACTA PHYSICA SINICA, 2010, 59 (11) : 7591 - 7595
  • [6] Enhanced Feedback Iterative Decoding of Sparse Quantum Codes
    Wang, Yun-Jiang
    Sanders, Barry C.
    Bai, Bao-Ming
    Wang, Xin-Mei
    IEEE TRANSACTIONS ON INFORMATION THEORY, 2012, 58 (02) : 1231 - 1241
  • [7] Low-Complexity Decoding Algorithm Utilizing Degeneracy for Quantum LDPC Codes
    Kim, Jaemin
    Jung, Hyunwoo
    Ha, Jeongseok
    MILCOM 2023 - 2023 IEEE MILITARY COMMUNICATIONS CONFERENCE, 2023,
  • [8] Refined belief propagation decoding of sparse-graph quantum codes
    Kuo K.-Y.
    Lai C.-Y.
    IEEE Journal on Selected Areas in Information Theory, 2020, 1 (02): : 487 - 498
  • [9] Decoding schemes for foliated sparse quantum error-correcting codes
    Bolt, A.
    Poulin, D.
    Stace, T. M.
    PHYSICAL REVIEW A, 2018, 98 (06)
  • [10] Sparse Representations for Codes and the Hardness of Decoding LDPC Codes
    Santhi, Nandakishore
    2008 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY PROCEEDINGS, VOLS 1-6, 2008, : 290 - 294