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作者(中文):王俊清
作者(外文):Wang, Jyun-Ching
論文名稱(中文):基於延展與拆分混和碼率相容低密度奇偶檢查碼建構與解碼排程
論文名稱(外文):A RC-LDPC Coding Scheme Constructed Based on Extension and Splitting with Enhanced Decoding Scheduling
指導教授(中文):翁詠祿
指導教授(外文):Ueng, Yeong-Luh
口試委員(中文):李晃昌
王忠炫
口試委員(外文):Lee, Huang-Chang
Wang, Chung-Hsuan
學位類別:碩士
校院名稱:國立清華大學
系所名稱:通訊工程研究所
學號:103064524
出版年(民國):106
畢業學年度:105
語文別:英文
論文頁數:51
中文關鍵詞:碼率相容低密度奇偶檢查碼解碼排程延展拆分錯誤平層近似環外訊息度
外文關鍵詞:RC-LDPC codesDecoding ScheduleExtensionSplittingerror-floorACE
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在本論文中,我們提出一種適用於自動重傳請求(HARQ)碼率相容低密度檢查碼(RC-LDPC Codes)的建造方式。碼率相容低密度檢查碼可由穿刺(Puncturing)、延展(Extension)、拆分(Splitting)等三種方法建構,但在需要多個碼率相容碼時,三種建造方式皆無法達到好的錯誤表現。

由於傳統分析解碼門檻(Threshold)的方式無法觀察低密度檢查碼(LDPC Codes)在錯誤平層(Error-Floor Region)的性能,我們的方法除了使用 P-EXIT Chart 分析解碼門檻之外,還加上漸進環外訊息度(ACE)的比較作為決碼設計的條件,並設計出結合延展碼與拆分碼的建碼機制。所完成的RC-LDPC碼從碼率4/5到1/3,不只解碼門檻更接近於沈農極限(Shannon Limit),也有更低的錯誤平層性能,與純延展法以及純拆分法相比,在大範圍的訊雜比(SNR)變化中能達到更好的錯誤表現。

將本論文所建造的RC-LDPC碼應用到IR-HARQ系統中,為了能進一步改善吞吐量(Throughput),提出增量解碼(incremental decoding)搭配解碼牌程(decoding scheduling)的設計,使用最大互消息增加(Maximum Mutual Information Increase)演算法製作適用於RC-LDPC碼的解碼排程,在使用增量解碼搭配解碼排程下,即使疊帶次數受限仍能達到高吞吐量。
Incremental Redundancy Hybrid Automatic Repeat reQuest (IR-HARQ) is a popular scheme to achieve high throughput and be used in many communication systems. The rate-compatible codes are suitable for IR-HARQ and usually can be realized using puncturing, extension or splitting. However, all of them can not provide a satisfactory error performance over a wide range of code rates.


In this thesis, the code construction scheme based on low density parity check (RC-LDPC) codes is proposed. In order to achieve a more flexible code construction over a wide range of code rates, the extension and splitting are combined in our design. The Approximate Cycle Extrinsic (ACE) message degree is also equiped to lower the error-floor, which is never considered in the previous RC-LDPC code construction scheme. The RC-LDPC codes from rate-4/5 to 1/3 which satisfactory error rate performance and low error-floor are demonstrated. In addition, the error-floor performance of the proposed RC-LDPC codes have been significiantly improved comparing to that the previous design using pure extension or splitting.

In order to further improve the throughput, the incremental decoding is introduced and the decoding schedules are arranged by Maximum Mutual Information Increase ($M^2I^2$)-based algorithm. The system can achieve high throughput even if the number of iterations is limited.
Abstract - I
中文摘要 - II
Chapter 1 Introduction - 1
Chapter 2 Reviews of RC-LDPC Codes Constructions - 3
Chapter 3 Constructions of RC-LDPC Codes based on Extension and Splitting - 13
Chapter 4 Scheduling for RC-LDPC Codes used in IR-HARQ - 31
Chapter 5 Conclusion - 49
Bibliography - 50
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K. Deka, A. Rajesh, and P. K. Bora, “On the equivalence of the ace and the EMD of a cycle for the ace spectrum constrained LDPC codes,” in 2014 8th International Symposium on Turbo Codes and Iterative Information Processing (ISTC), Aug 2014, pp. 67–71.


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Y. T. Huang, “Constructions of RC-LDPC code based on splitting and extending,” Master’s thesis.


H. C. Lee and Y. L. Ueng, “LDPC decoding scheduling for faster convergence and lower error floor,” IEEE Transactions on Communications, vol. 62, no. 9, pp. 3104–3113, Sept 2014.


H. C. Lee and Y. L. Ueng, “Incremental decoding schedules for puncture-based rate-compatible LDPC codes,” in 2016 IEEE 83rd Vehicular Technology Conference (VTC Spring), May 2016, pp. 1–5.


J. Li and K. R. Narayanan, “Rate-compatible low density parity check codes for capacity approaching ARQ scheme in packet data communications,” in International Conference on Communications, Nov 2002, pp. 201–206.
 
 
 
 
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