Advanced Search
Volume 39 Issue 11
Nov.  2017
Turn off MathJax
Article Contents
HONG Shaohua, WANG Lin. Protograph LDPC Based Distributed Joint Source Channel Coding[J]. Journal of Electronics & Information Technology, 2017, 39(11): 2594-2599. doi: 10.11999/JEIT170113
Citation: HONG Shaohua, WANG Lin. Protograph LDPC Based Distributed Joint Source Channel Coding[J]. Journal of Electronics & Information Technology, 2017, 39(11): 2594-2599. doi: 10.11999/JEIT170113

Protograph LDPC Based Distributed Joint Source Channel Coding

doi: 10.11999/JEIT170113
Funds:

The Natural Science Foundation of Fujian Province (2014J01248), The National Natural Science of Foundation of China (61271241, 61671395)

  • Received Date: 2017-02-10
  • Rev Recd Date: 2017-05-31
  • Publish Date: 2017-11-19
  • This paper proposes a Distributed Joint Source-Channel Coding (DJSCC) scheme using Protograph Low Density Parity Check (P-LDPC) code. In the proposed scheme, the distributed source encoder sends some information bits together with the parity bits to simultaneously achieve both distributed compression and channel error correction. Iterative joint decoding is introduced to further exploit the source correlation. Moreover, the proposed scheme is investigated when the correlation between sources is not known at the decoder. Simulation results indicate that the proposed DJSCC scheme can obtain relatively large additional coding gains at a relatively small number of global iterations, and the performance for unknown correlated sources is almost the same as that for known correlated sources since correlation can be estimated jointly with the iterative decoding process.
  • loading
  • QIN Zhichao, ZHOU Zheng, and ZHAO Xiaochuan. A distributed source coding algorithm for clustering wireless sensor networks[J]. Journal of Electronics Information Technology, 2013, 35(2): 328-334. doi: 10.3724/SP.J.1146. 2012.00723.
    秦智超, 周正, 赵小川. 一种分簇无线传感器网络中的分布式信源编码算法[J]. 电子与信息学报, 2013, 35(2): 328-334. doi: 10.3724/SP.J.1146.2012.00723.
    宋娟, 吴成柯, 张静, 等. 基于分类和陪集码的高光谱图像无损压缩[J]. 电子与信息学报, 2011, 33(1): 231-234. doi: 10.3724/SP.J.1146.2010.00274.
    SONG Juan, WU Chengke, ZHANG Jing, et al. Lossless compression of hyperspectral images based on classification and coset coding[J]. Journal of Electronics Information Technology, 2011, 33(1): 231-234. doi: 10.3724/SP.J.1146. 2010.00274.
    ZHANG J, LI H, and CHEN C. Distributed lossless coding techniques for hyperspectral images[J]. IEEE Journal of Selected Topics in Signal Processing, 2015, 9(6): 977-989. doi: 10.1109/JSTSP.2015.2402118.
    QIAN Z and ZHANG X. Reversible data hiding in encrypted images with distributed source encoding[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2016, 26(4): 636-646. doi: 10.1109/TCSVT.2015.2418611.
    FANG Y, STANKOVIC V, CHENG S, el al. Analysis on tailed distributed arithmetic codes for uniform binary sources [J]. IEEE Transactions on Communications, 2016, 64(10): 4305-4319. doi: 10.1109/TCOMM.2016.2599535.
    ALJOHANI A, NG S, and HANZO L. Distributed source coding and its applications in relaying-based transmission[J]. IEEE Access, 2016, 4: 1940-1970. doi: 10.1109/ACCESS.2016. 2537739.
    PRADHAN S and RAMCHANDRAN K. Distributed source coding using syndromes (DISCUS): Design and construction [J]. IEEE Transactions on Information Theory, 2003, 49(3): 626-643. doi: 10.1109/TIT.2002.808103.
    GEHRIG N and DRAGOTTI P. Symmetric and asymmetric Slepian-Wolf codes with systematic and non-systematic linear codes[J]. IEEE Communications Letters, 2005, 9(1): 61-63. doi: 10.1109/LCOMM.2005.1375242.
    LIVERIS A, XIONG Z, and GEORGHIADES C. Compression of binary sources with side information at the decoder using LDPC codes[J]. IEEE Communications Letters, 2002, 6(10): 440-442. doi: 10.1109/LCOMM.2002.804244.
    ALJOHANI A, BABAR Z, NG S, el al. Distributed source-channel coding using reduced-complexity syndrome- based TTCM[J]. IEEE Communications Letters, 2016, 20(10): 2095-2098. doi: 10.1109/LCOMM.2016.2584598.
    GARCIA-FRIAS J and CABARCAS F. Approaching the Slepian-Wolf boundary using practical channel codes[J]. Signal Processing, 2006, 86(11): 3096-3101. doi: 10.1016/ j.sigpro.2006.03.018.
    SARTIPI M and FEKRI F. Distributed source coding using short to moderate length rate-compatible LDPC codes: The entire Slepian-Wolf rate region[J]. IEEE Transactions on Communications, 2008, 56(3): 400-411. doi: 10.1109/ TCOMM.2008.060006.
    CEN F. Distributed joint source and channel coding with low-density parity-check codes[J]. IEEE Communications Letters, 2013, 17(12): 2336-2339. doi: 10.1109/LCOMM.2013. 101613.131616.
    VAEZI M and LABEAU F. Distributed source-channel coding based on real-field BCH codes[J]. IEEE Transactions Signal Processing, 2014, 62(5): 1171-1184. doi: 10.1109/TSP. 2014.2300039.
    DELIGIANNIS N, ZIMOS E, OFRIM D, et al. Distributed joint source-channel coding with copula-function-based correlation modeling for wireless sensors measuring temperature[J]. IEEE Sensors Journal, 2015, 15(8): 4496-4507. doi: 10.1109/JSEN.2015.2421821.
    GARCIA-FRIAS J and ZHAO Y. Near-Shannon/Slepian- Wolf performance for unknown correlated sources over AWGN channels[J]. IEEE Transactions on Communications, 2005, 53(4): 555-559. doi: 10.1109/TCOMM.2005.844959.
    ARCIA-FRIAS J, ZHAO Y, and ZHONG W. Turbo-like codes for transmission of correlated sources over noisy channels[J]. IEEE Signal Processing Magazine, 2007, 24(5): 58-66. doi: 10.1109/MSP.2007.904813.
    SHAHID I and YAHAMPATH P. Distributed joint source- channel coding using unequal error protection LDPC codes[J]. IEEE Transactions on Communications, 2013, 61(8): 3472-3482. doi: 10.1109/TCOMM.2013.070213.120264.
    THORPE J. Low-density parity-check (LDPC) codes constructed from protographs[R]. IPN Progress Report 42-154, JPL, 2003.
    DANESHGARAN F, LADDOMADA M, and MONDIN M. LDPC-based channel coding of correlated sources with iterative joint decoding[J]. IEEE Transactions on Communications, 2006, 54(4): 577-582. doi: 10.1109/ TCOMM.2006.873062.
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Article Metrics

    Article views (1316) PDF downloads(273) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return