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研究生:王致傑
研究生(外文):Chih-ChiehWang
論文名稱:單輸入多輸出單載波區塊傳送系統中頻域決策回授等化器之設計
論文名稱(外文):Frequency-Domain Decision-Feedback Equalizers for Single-Input Multiple-Output Single-Carrier Block Transmission Systems
指導教授:賴癸江
指導教授(外文):Kuei-Chiang Lai
學位類別:碩士
校院名稱:國立成功大學
系所名稱:電腦與通信工程研究所
學門:工程學門
學類:電資工程學類
論文種類:學術論文
論文出版年:2012
畢業學年度:100
語文別:中文
論文頁數:66
中文關鍵詞:單載波區塊傳送決策回授等化器單輸入多輸出系統
外文關鍵詞:single-carrier block transmissiondecision-feedback equalizersingle-input multiple-output systems
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  • 下載下載:27
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  單載波區塊傳送系統中,接收訊號易因多重路徑通道而造成符元間干擾,故接收端必須使用等化器以提高系統效能。在文獻所提出的等化器之中,混合式決策回授等化器可在效能表現與複雜度之間取得較佳的平衡。因此本篇論文以其為基本架構,提出兩種改良等化器。首先是將混合式決策回授等化器延伸至多接收天線的通訊系統,以利用其空間多樣性的優點,此方法可在增加些許複雜度的情形下,得到大幅的效能改善。
  另外為了消除混合式決策回授等化器在最小均方誤差準則下,等效通道所形成的未來符元間干擾。我們提出將接收訊號先以線性頻率等化器處理作為未來符元依據的混合式決策回授等化器,此改善方式可以使等化器的效能在低階調變的情況下較原來的混合式決策回授等化器優異。最後我們也將這個方法延伸至多接收天線的通訊系統,得到比在多接收天線下的混合式決策回授等化器更好的效能表現。

  Broadband single-carrier block transmission systems suffer from severe inter-symbol interference (ISI) induced by multipath channels; therefore, equalization is needed to mitigate ISI. The hybrid decision-feedback equalizer (H-DFE) is a technique that strikes a good balance between performance and complexity. To achieve a better performance, we propose in the thesis two improved equalization algorithms that are based on the H-DFE. First, we extend the H-DFE to the single-input multiple-output (SIMO) channels to take advantage of the spatial diversity. Simulation results show that the proposed algorithm achieves a significant performance gain with only a modest increase in complexity. Second, in order to mitigate the non-causal ISI induced by the equivalent channel when the H-DFE with the minimum mean-square error criterion is used, we propose a new equalizer which incorporates the decisions of the frequency-domain linear equalizer to cancel the non-causal ISI. Simulation results demonstrate a better performance when low-order modulation is used. Finally, we extend it to SIMO channels.
中文摘要………………………………………………………………I
Abstract…………………………………………………………………………………………………………………II
誌謝…………………………………………………………………………IV
目錄…………………………………………………………………V
圖表附錄…………………………………………………………………IX
第一章 導論…………………………………………………………………1
  1.1 前言……………………………………………1
  1.2 動機……………………………………………………1
    1.2.1 延伸至多接收天線……………………………………1
    1.2.2 降低殘餘ISI…………………………………………………………………………………2
  1.3 論文章節摘要……………………………………………2
第二章 單載波區塊傳送系統…………………………………………4
  2.1 通道模型……………………………………………………4
  2.2 系統模型…………………………………………………4
    2.2.1 循環字首延展………………………………………5
    2.2.2 訓練序列延展………………………………………………6
第三章 文獻回顧……………………………………………………………7
  3.1 頻域線性等化器[6]…………………………………………………………………………………7
    3.1.1 系統架構………………………………………………7
    3.1.2 Zero Forcing準則…………………………………8
    3.1.3 MMSE 準則…………………………………………8
  3.2 混合式決策回授等化器[7]……………………………………………………………………9
    3.2.1 系統架構………………………………………………9
    3.2.2 Zero Forcing 準則……………………………………11
    3.2.3 MMSE 準則…………………………………………………13
  3.3 SIMO頻域線性等化器[9][10]…………………………………………………………14
    3.3.1 系統架構……………………………………………15
    3.3.2 Zero Forcing 準則 (1X2)……………………………………………16
    3.3.3 Zero Forcing 準則 (general case)……………………17
    3.3.4 MMSE 準則 (1X2)…………………………………………………………………17
    3.3.5 MMSE 準則 (general case)…………………………………………17
第四章 SIMO下的混合式決策回授等化器…………………………………19
  4.1 提出的方法……………………………………………………………19
    4.1.1 系統架構………………………………………………………19
    4.1.2 Zero Forcing 準則 (1X2)……………………………………………21
      4.1.2.1推導結果…………………………………………21
      4.1.2.2推導過程……………………………………………21
    4.1.3 Zero Forcing 準則 (general case)……………………23
      4.1.3.1推導結果……………………………………………23
      4.1.3.2推導過程……………………………………………23
    4.1.4 MMSE 準則 (1X2)…………………………………………………………………25
      4.1.4.1推導結果………………………………………25
      4.1.4.2推導過程………………………………………………25
    4.1.5 MMSE 準則 (general case)…………………………………………26
      4.1.5.1推導結果……………………………………………26
      4.1.6.2推導過程……………………………………………………27
  4.2 MMSE準則下造成的殘餘ISI…………………………………………………………………29
    4.2.1 H-DFE MMSE準則之等效通道………………………………29
    4.2.2 MMSE-H-DFE演算法……………………………………32
    4.2.3 SIMO MMSE-H-DFE演算法…………………………………33
    4.2.4 MMSE-H-DFE / SIMO MMSE-H-DFE修正型演算法……34
  4.3 複雜度分析…………………………………………………………40
    4.3.1 演算法複雜度分析………………………………………40
      4.3.1.1 FD-LE MMSE…………………………………………………………………41
      4.3.1.2 H-DFE ZF………………………………………………………………………41
      4.3.1.3 H-DFE MMSE…………………………………………………………………42
      4.3.1.4 MMSE-H-DFE…………………………………………………………………42
      4.3.1.5 FD-LE MMSE(1X2)……………………………………………………43
      4.3.1.6 H-DFE ZF (1X2)………………………………………………………43
      4.3.1.7 H-DFE MMSE (1X2)…………………………………………………43
      4.3.1.8 MMSE-H-DFE (1X2)…………………………………………………44
      4.3.1.9 MMSE-H-DFEm / MMSE-H-DFEm (1X2)…………44
      4.3.1.10 分析SIMO H-DFE………………………………………………………44
第五章 模擬結果與分析……………………………………………………46
  5.1 模擬環境……………………………………………………………46
    5.1.1 通道參數………………………………………………46
    5.1.2 傳送區塊參數………………………………………………48
  5.2 SIMO等化器模擬結果與分析…………………………………………48
  5.3 去除MMSE準則下之殘留ISI等化器模擬結果與分析………………53
    5.3.1 修正型等化器的效能比較………………………53
    5.3.2 等化器模擬結果與分析………………………………………54
  5.4 複雜度模擬結果與分析……………………………………58
第六章 結論與未來研究方向……………………………………………………61
參考文獻…………………………………………………………………………63

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[5]T. Yamamoto, K. Takeda, and F. Adachi, “Frequency-Domain Block Signal Detection with QRM-MLD for Training Sequence-Aided Single-Carrier Transmission, EURASIP Journal on Advances in Signal Processing, Volume 2011.
[6] F. Adachi, H. Tomeba and K. Takeda, “Introduction of Frequency-Domain Signal Processing to Broadband Single-Carrier Transmissions in a Wireless Channel, IEICE Trans. Commun. , vol. E92-B, no. 9, pp. 2789-2808, May 2009.
[7] N. Benvenuto and S. Tomasin, “On the comparison between OFDM and single carrier modulation with a DFE using a frequency domain feedforward filter, IEEE Trans. Commun., vol. 50, no. 6, pp. 947-955, Jun. 2002.
[8] D.G. Brennan, “Linear Diversity Combining Techniques, Proceedings of the IRE, vol. 47, pp. 1075-1102, June 1959.
[9] A. Gusmão, R. Dinis and N. Esteves, “ On frequency-domain equalization and diversity combining for broadband wireless communications, IEEE Trans. Commun., vol. 51, no. 7, pp. 1029-1033, July 2003.
[10] F. Adachi, H. Tomeba and K. Takeda, “Frequency-Domain Equalization for Broadband Single-Carrier Multiple Access, IEICE Trans. Commun. , vol. E92-B, no. 5, pp. 1441-1456, May 2009.
[11]L. Deneire, B. Gyselinckx and M. Engels, “Training sequence versus cyclic prefix - a new look on single carrier communication, IEEE Communications Letters, vol. 5, no. 7, pp. 292-294, July 2001.
[12] Monson H. Hayes, Statistical Digital Signal Processing and Modeling, John Wiley & Sons, April 1996.
[13] G. Huang, “Decision feedback equalization in SC-FDMA, Personal, Indoor and Mobile Radio Communications, 2008. PIMRC 2008. IEEE 19th International Symposium on, Sept. 2008.
[14] B. O'Hara and A. Petrick, IEEE 802.11 Handbook: A Designer's Companion, Standards Information Network IEEE Press, Dec. 1999.
[15] D. Lacroix and D.Castelain, “A study of OFDM parameters for high data rate radio LANs, Vehicular Technology Conference Proceedings, VTC 2000-Spring Tokyo. 2000 IEEE 51st, vol. 2, pp. 1075 – 1079, 2000.
[16]J. W. M. Bergmans, J. O. Voorman and H. W. Wong-Lam, “Dual decision feedback equalizer, IEEE Trans. Commun., vol. 45, no. 5, pp. 514-518, May 1997.
[17] Shih-Jung Wang, Signal Detection for Single-Carrier Block Transmission Systems
using Tree Search Algorithm, Institute of Computer and Communication Engineering National Cheng Kung University Thesis for Master of Science, July 2011.
[18]N. Benvenuto and S. Tomasin, “Iterative design and detection of a DFE in the diversity combining for broadband wireless communications, IEEE Trans. Commun., vol. 51, no. 7, pp. 1029-1033, July 2003.
[10] F. Adachi, H. Tomeba and K. Takeda, “Frequency-Domain Equalization for Broadband Single-Carrier Multiple Access, IEICE Trans. Commun. , vol. E92-B, no. 5, pp. 1441-1456, May 2009.
[11]L. Deneire, B. Gyselinckx and M. Engels, “Training sequence versus cyclic prefix - a new look on single carrier communication, IEEE Communications Letters, vol. 5, no. 7, pp. 292-294, July 2001.
[12] Monson H. Hayes, Statistical Digital Signal Processing and Modeling, John Wiley & Sons, April 1996.
[13] G. Huang, “Decision feedback equalization in SC-FDMA, Personal, Indoor and Mobile Radio Communications, 2008. PIMRC 2008. IEEE 19th International Symposium on, Sept. 2008.
[14] B. O'Hara and A. Petrick, IEEE 802.11 Handbook: A Designer's Companion, Standards Information Network IEEE Press, Dec. 1999.
[15] D. Lacroix and D.Castelain, “A study of OFDM parameters for high data rate radio LANs, Vehicular Technology Conference Proceedings, VTC 2000-Spring Tokyo. 2000 IEEE 51st, vol. 2, pp. 1075 – 1079, 2000.
[16]J. W. M. Bergmans, J. O. Voorman and H. W. Wong-Lam, “Dual decision feedback equalizer, IEEE Trans. Commun., vol. 45, no. 5, pp. 514-518, May 1997.
[17] Shih-Jung Wang, Signal Detection for Single-Carrier Block Transmission Systems
using Tree Search Algorithm, Institute of Computer and Communication Engineering National Cheng Kung University Thesis for Master of Science, July 2011.
[18]N. Benvenuto and S. Tomasin, “Iterative design and detection of a DFE in the frequency domain, IEEE Trans. Commun., vol. 53, no. 11, pp. 1867-1875, Nov. 2005.

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