Reduced wire-length and routing complexity for LDPC decoders

被引:0
|
作者
Malema, GA [1 ]
Liebelt, MJ [1 ]
Lim, CC [1 ]
机构
[1] Univ Adelaide, Sch Elect & Elect Engn, N Terrace, Adelaide, SA 5005, Australia
关键词
LDPC; reverse Cuthill-Mackee algorithm; routing complexity;
D O I
10.1117/12.639009
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
Random low-density parity-check (LDPC) codes have been shown to have better performance compared to structured codes because of their better minimum distance and girth. However, random codes result in decoders with large VLSI area and complex routing. The routing complexity is the main limitation for implementing practical fully parallel LDPC decoders. We use reordering sparse-matrix algorithms to reduce the average wire-length and congestion in fully parallel VLSI implementations. Rows and columns of the code matrix are rearranged such that each row/column connection is as close as possible. The restructuring achieves a 15% reduction in average wire-length and 30% in reducing the number of wires across an area. The shape of restructured code is predictable making it possible to develop better routing algorithms for such codes. The shape of the code also simplifies routing in that consecutive rows have almost the same range. Restructuring of the matrix does not change the code matrix and hence does not affect its performance.
引用
收藏
页数:8
相关论文
共 50 条
  • [41] Low-Complexity Memory Access Architectures for Quasi-Cyclic LDPC Decoders
    Shieh, Ming-Der
    Fang, Shih-Hao
    Tang, Shing-Chung
    Yang, Der-Wei
    IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2012, E95D (02): : 549 - 557
  • [42] A second order approximation to reduce the complexity of LDPC decoders based on Gallager's approach
    Kalaycioglu, Aykut
    Ureten, Oktay
    Ilk, H. Gokhan
    TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, 2010, 18 (06) : 1053 - 1058
  • [43] Reduced complexity decoding strategies for LDPC convolutional codes
    Pusane, AE
    Lentmaier, M
    Zigangirov, KS
    Costello, DJ
    2004 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, PROCEEDINGS, 2004, : 490 - 490
  • [44] Wire-Length and Run-Time Optimization in FPGA Placement Using Hybrid Iterative Algorithms
    Sudhanya, P.
    Rani, S. P. Joy Vasantha
    JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS, 2021, 30 (05)
  • [45] Reduced complexity MIMO detectors for LDPC coded systems
    Matache, A
    Jones, C
    Wesel, R
    MILCOM 2004 - 2004 IEEE MILITARY COMMUNICATIONS CONFERENCE, VOLS 1- 3, 2004, : 1073 - 1079
  • [46] Linear Precoding for MIMO With LDPC Coding and Reduced Complexity
    Ketseoglou, Thomas
    Ayanoglu, Ender
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2015, 14 (04) : 2192 - 2204
  • [47] Computational Complexity Reduced Belief Propagation Algorithm for Polar Code Decoders
    van den Brink, Arvid B.
    Bekooij, Marco J. G.
    2021 ASIA-PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA ASC), 2021, : 318 - 323
  • [48] Hardware Complexity Reduction of LDPC-CC Decoders Based on Message-Passing Approaches
    Ben Thameur, Hayfa
    Bouzouita, Chaima
    Khouja, Nadia
    Le Gal, Bertrand
    Tlili, Fethi
    Jego, Christophe
    2016 17TH INTERNATIONAL CONFERENCE ON SCIENCES AND TECHNIQUES OF AUTOMATIC CONTROL AND COMPUTER ENGINEERING (STA'2016), 2016, : 679 - 684
  • [49] Linear Precoding for MIMO with LDPC Coding and Reduced Receiver Complexity
    Ketseoglou, T.
    Ayanoglu, E.
    2013 ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS AND COMPUTERS, 2013, : 2067 - 2071
  • [50] Reduced Complexity Window Decoding Schedules for Coupled LDPC Codes
    ul Hassan, Najeeb
    Pusane, Ali E.
    Lentmaier, Michael
    Fettweis, Gerhard P.
    Costello, Daniel J., Jr.
    2012 IEEE INFORMATION THEORY WORKSHOP (ITW), 2012, : 20 - 24