A class of turbo-like LDPC codes and their decoding based on neural network

被引：0
|
作者：
Zhao, ZJ [1 ]
Wu, XJ [1 ]
Yang, J [1 ]
机构：
[1] Shandong Univ, Sch Informat Sci & Engn, Shandong, Peoples R China
来源：
IEEE 2005 International Symposium on Microwave, Antenna, Propagation and EMC Technologies for Wireless Communications Proceedings, Vols 1 and 2 | 2005年
关键词：
turbo codes; LDPC codes; sum-product algorithm; turbo-like codes; message passing; sparse matrix; self-loop; Hopfield network;
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
Turbo codes and LDPC codes are both superior to other error correcting codes. These two families of codes have some similarities. It seems a good idea to design new codes combining these two codes. Through the analysis of turbo codes, we can consider turbo codes as block codes and find their matrix H. In this paper, we give a new class of turbo-like LDPC codes combining the advantages of turbo and LDPC codes and a decoding method based on neural network. A lot of simulations have been made and the results reveal that these codes have robuster performance than turbo codes.
引用
下载
收藏
页码：961 / 965
页数：5
相关论文
共 50 条
  • [21] Wheel codes: Turbo-like codes on graphs of small order
    Radebaugh, C
    Koetter, R
    Powell, C
    2003 IEEE INFORMATION THEORY WORKSHOP, PROCEEDINGS, 2003, : 78 - 81
  • [22] A class of turbo-like codes with efficient and practical high-speed decoders
    Abbasfar, A
    Divsalar, D
    Yao, K
    MILCOM 2004 - 2004 IEEE MILITARY COMMUNICATIONS CONFERENCE, VOLS 1- 3, 2004, : 245 - 250
  • [23] New low-complexity turbo-like codes
    Massey, PC
    Costello, DJ
    2001 IEEE INFORMATION THEORY WORKSHOP, PROCEEDINGS, 2001, : 70 - 72
  • [24] Turbo-like codes for the block-fading channel
    Fàbregas, AG
    Caire, G
    2004 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, PROCEEDINGS, 2004, : 375 - 375
  • [25] Improving LDPC and turbo LDPC codes using Collection of Punctured Codes Decoding (CPCD)
    Hassan, Rana A.
    Fonseka, John P.
    PHYSICAL COMMUNICATION, 2022, 53
  • [26] On improved bounds on the decoding error probability of block codes over interleaved fading channels, with applications to turbo-like codes
    Sason, I
    Shamai, S
    IEEE TRANSACTIONS ON INFORMATION THEORY, 2001, 47 (06) : 2275 - 2299
  • [27] Neural Network Aided Impulsive Perturbation Decoding for Short Raptor-Like LDPC Codes
    Lee, Hyunjae
    Kil, Yong-Sung
    Chung, Min Young
    Kim, Sang-Hyo
    IEEE WIRELESS COMMUNICATIONS LETTERS, 2022, 11 (02) : 268 - 272
  • [28] A Construction of Turbo-Like Codes for Iterative Channel Estimation Based on Probabilistic Bias
    Takeuchi, Keigo
    Muller, Ralf R.
    Vehkapera, Mikko
    2011 IEEE GLOBAL TELECOMMUNICATIONS CONFERENCE (GLOBECOM 2011), 2011,
  • [29] Coding for the Wyner-Ziv problem with turbo-like codes
    Mitran, P
    Bajcsy, J
    ISIT: 2002 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, PROCEEDINGS, 2002, : 91 - 91
  • [30] AN APPROXIMATE FORMULA FOR WER OF TURBO-LIKE CODES AND ITS APPLICATION
    Dai, Liyun
    Yang, Hongwen
    PROCEEDINGS OF 2011 INTERNATIONAL CONFERENCE ON COMMUNICATION TECHNOLOGY AND APPLICATION, ICCTA2011, 2011, : 41 - 44
12345