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研究生: 張哲瑋
Jer Wei Chang
論文名稱: 低密度奇偶查核碼之研究以及相對於多模光纖系統中之應用
Study on the LDPC codes and its application in the Multimode Fiber Transmission System
指導教授: 馮開明
Kai-Ming Feng
口試委員:
學位類別: 碩士
Master
系所名稱: 電機資訊學院 - 通訊工程研究所
Communications Engineering
論文出版年: 2005
畢業學年度: 93
語文別: 英文
論文頁數: 75
中文關鍵詞: 低密度奇偶查核碼
外文關鍵詞: LDPC code, Sum-product
相關次數: 點閱:2下載:0
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  • 本篇論文主要在討論低密度查核奇偶碼 (Low density parity check code)。 從九十年代起,由於渦輪碼的發明讓人們對於迴旋解碼的特性產生了興趣,因此,同樣利用此解碼的 LDPC codes 也被重新發掘出來。從任意架構或有特定架構的組成中,我們討論此編碼對於錯誤率以及編碼長度之間的關係 。 一般而言,我們所關心的編碼長度是介於一千到一萬之間,此種編碼長度比較適合實際需求。另外,解碼過程中採用迴授式 Sum-product 法所造成的的收斂效果也將被討論。由於整個解碼過程可以用圖形化來表示,對於研究以及模擬有極大的幫助。
    接著,我們會進行編碼器和解碼器的硬體模擬,這裡採用的是 -rotation LDPC code編碼,利用此編碼的數學特性,可以成功建構符合規格的 LDPC code外,並可利用數學式之間的關係勾勒出編碼器的架構圖。至於解碼器的部分,將會比較舊式與新式的解碼架構的優劣之處,新型解碼的方法利用簡化後的解碼邏輯,降低了解碼的複雜性,並增進了解碼速度。本身帶有平行解碼特性的 LDPC 碼也增加了解碼的效益。
    最後,我們把此編碼加入多模光纖系統傳輸中,在新一代的光纖傳輸中,改善多模光纖的模與模之間的干擾已經被廣泛的討論,諸如新一代的光源設備,因應而生的新型入射方式,以及補償光纖通道所必須的等化器使用,目前的研究大多集中在如何將多模光纖的速度達到 10 Gb/s , 我們也試著朝這目標前進,結合這些方法並討論最後的模擬結果。


    In this paper low-density parity-check (LDPC) codes are investigated. The performance of these randomly and deterministically constructed codes in terms of the bit error rate is compared, where the block lengths of interest are between 1000 and 10000. These block lengths are suitable for practical applications. The convergence behavior of the decoding process using the iterative sum-product algorithm is analyzed for these finite length LDPC codes. The decoding process is visualized by animations of the evolution of the messages passed in the decoder. With these visualizations, successful decoding as well as decoding errors are investigated.
    Then it will be discussed in implementing the graph encoder and decoder for low density parity check codes into an hardware component. Advanced decoding signal processing algorithms and systems architectures which enable low complexity and fast decoding solutions will be developed. For an efficient and fast implementation methodology, a fully parallel decoder architecture is proposed which is expected to enhance the throughput of the overall system dramatically.
    Finally, I try to combine the LDPC codes with the multimode fiber transmission system, and analyze the associated performance result.

    Abstract…………………………………………………………………………i 中文摘要…………………………………………………………………………ii Acknowledgement……………………………………………………………..iii Contents…………………………………………………………………………iv List of Figures ……………………………………………………………vi CHAPTER 1 Introduction 1.1 Communication System…………………………………………………3 1.2 Channel Capacity……………………………………………………… 5 CHAPTER 2 Low Density Parity Check Codes 2.1 LDPC Communication System Model……………………………… 11 2.2 The Encoding Algorithm………………………………………………12 2.3 The Decoding Algorithm………………………………………………13 2.3.1 Intrinsic or Prior Probability. 2.3.2 Posterior Probability. 2.3.3 Extrinsic Probability. 2.3.4 Message Passing algorithm. 2.4 Matlab simulation result………………………………………………..25 2.4.1 Short block length v.s Long block length CHAPTER 3 The LDPC Codes 3.1 A Quasi-Random LDPC Matrix Structure…………………………………. 35 3.2 The Sub-Matrix and the Pattern……………………..37 3.3 The Encoding Circuit…………………………………………………………39 3.3.1 The Projection Sub-Vectors 3.3.2 Pipelining the Process 3.4 The Decoding Circuit………………………………………………………….44 3.4.1. Decoding regular LDPC Codes 3.4.2 Practical Decoding Architecture 3.5 Simulation result………………………………………………………………….51 CHAPTER 4 Combination of Optical and Electrical Compensation of Differential Mode Delay in MMF Links for Gigabit Ethernet 4.1 Multimode Fiber………………………………………………………………54 4.1.1 Light source 4.1.2 Launch condition of MMF 4.1.3 MMF Emulator 4.1.4 Discussion and Simulation Result 4.1.5 Conclusion 4.2 Equalizer……………………………………………………………………. ...64 4.3 Simulation Setup……………………………………………………………….66 CHAPTER 5 Conclusion Reference

    [1] C.E. Shannon. A mathematical theory of communication. Bell System Technical Journal, 27:379{423 and 623{656, July and October 1948.

    [2] C. Berrou, A. Glavieux, and P. Thitimajshima. Near Shannon limit errorcorrecting coding and decoding: Turbo-codes. In Proc. 1993 IEEE Inter-national Conference on Communications, Geneva, Switzerland, pages 1064{1070, 1993.

    [3] Gottfried Lechner,” Convergence of the Sum-Product Algorithm for Short Low-Density
    Parity-Check Codes”, Institute of Communications and Radio-Frequency Engineering
    Vienna University of Technology,2003

    [4] R. G. Gallager, ”Low Density Parity Check Codes”, MIT Press, 1963.

    [5] Gayatrimehta, and Heung-No Lee,”AN FPGA IMPLEMENTATION OF THE GRAPH
    ENCODER-DECODER FOR REGULAR LDPC CODES”, University of Pittsbugh, 2002

    [6] S. ten Brink. Convergence of iterative decoding. Electronic Letters,35(10):806{808, May
    1999.

    [7] Kou, Y.; Lin, S.; Fossorier, M.P.C. Low-density parity-check codes based on finite
    geometries: a rediscovery and new results. Information Theory, IEEE Transactions on
    Volume 47, Issue 7, Nov. 2001 Page(s):2711 – 2736

    [8] Rich Echard and S. C. Chang, "The pi-rotation low-density parity check codes: Proceedings of GLOBECOM 2001, November 2001

    [9] L. Ping,W. K. Leung, and N. Phamdo, “Low density parity check codes with semi-random parity check matrix,” Electron. Lett., vol. 35, no. 1,pp. 38–39, Jan. 1999.

    [10] R. Echard and S. C. Chang, “Irregular pi -rotation LDPC codes,” in Proc. GLOBECOM
    2002, Nov. 2002, pp. 1274–1278

    [11] Engling Yeo, Payam Pakzad, Borivoje Nikolić, and Venkat Anantharam, “High Throughput Low-Density Parity-Check Decoder Architectures” Global Telecommunications Conference, 2001. GLOBECOM '01. IEEE Volume 5, 25-29 pp.3019 – 3024.Nov. 2001

    [12] M.Webster, L.Raddatz, I.H.White, and D.G.Cunningham, “A statistical analysis of conditioned launch for Gigabit Ethernet links using multimode fiber”, Journal of Lightwave Technology, Vol.17, pp.1532-1541, Sept.1999.

    [13] J.E.George, S.Golowich, P.F.Kolesar, A.J.Ritger, and M.Yang, “Laser optimized multimode fibres for short reach 10 Gbps systems”, NFOEC, pp.351-361, Jul. 2001.

    [14] Xia, C.; Ajgaonkar, M.; Rosenkranz, W.; On the performance of the electrical equalization
    technique in MMF links for 10-gigabit Ethernet. Lightwave Technology, Journal of
    Volume 23, Issue 6, June 2005 Page(s):2001 - 2011

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