簡易檢索 / 詳目顯示

研究生: 王士榮
Wang, Shih-Jung
論文名稱: 使用樹狀搜尋演算法之單載波區塊傳送系統訊號偵測
Signal Detection for Single-Carrier Block Transmission Systems using Tree Search Algorithm
指導教授: 賴癸江
Lai, Kuei-Chiang
學位類別: 碩士
Master
系所名稱: 電機資訊學院 - 電腦與通信工程研究所
Institute of Computer & Communication Engineering
論文出版年: 2011
畢業學年度: 99
語文別: 中文
論文頁數: 49
中文關鍵詞: 單載波區塊傳送系統頻域等化決策回授等化樹狀搜尋演算法QRD-M演算法
外文關鍵詞: single-carrier block transmission (SCBT) system, frequency domain equalization, decision feedback equalization, tree search algorithm, QRD-M algorithm
相關次數: 點閱:194下載:3
分享至:
查詢本校圖書館目錄 查詢臺灣博碩士論文知識加值系統 勘誤回報
  • 在單載波區塊傳送系統中,處理由多路徑通道造成的符元間干擾是個重要的議題。最大概似偵測器具有最佳錯誤率效能,但當所用調變技術之星座點個數及區塊長度增加時,其複雜度呈指數增加。為了降低其複雜度,我們將樹狀搜尋演算法應用於此系統。傳統樹狀搜尋演算法需使用QR分解產生樹狀結構,但在實際系統的區塊長度下,QR分解之複雜度仍相當龐大。在本篇論文中,利用在傳送端與接收端皆已知的訓練序列,可不需使用QR分解就能產生樹狀結構,但此做法會增加樹狀搜尋的複雜度。為了克服此問題,我們使用頻域線性前置處理提升其效能。模擬結果顯示,我們提出的演算法與傳統樹狀搜尋演算法比較下,錯誤率效能相近,且整體複雜度較低。

    In single-carrier block transmission systems, intersymbol interference (ISI) induced by multipath channels is an important issue. The optimal solution is the maximum likelihood detector (MLD), but its complexity is exponential in constellation size and block size. In order to reduce the complexity of MLD, we apply the tree search algorithm in the thesis. In the conventional tree search algorithms, QR decomposition is used to generate the tree structure. However, the complexity of QR decomposition is very high for the block sizes adopted in practical systems. In this thesis, we propose a tree search algorithm without QR decomposition by exploiting the training sequence that is known at both the transmitter and receiver. This however increases the complexity in tree traversal if the same performance level is to be maintained. To overcome this issue, frequency domain linear preprocessing is incorporated. Simulation results show that the proposed algorithm achieves a performance similar to that of conventional tree search algorithm with a lower overall complexity.

    中文摘要 I Abstract II 誌謝 IV 目錄 V 圖目錄 VII 表目錄 IX 第一章 導論 1 1.1 前言 1 1.2 研究動機與目的 1 1.3 論文章節提要 2 第二章 單載波區塊傳送系統 3 2.1 通道模型 3 2.2 系統模型 4 2.3 單載波頻域等化 7 2.4 決策回授等化器 10 第三章 樹狀搜尋演算法 13 3.1 多輸入多輸出系統中之樹狀搜尋演算法 13 3.1.1 系統模型 13 3.1.2 最大概似偵測器 14 3.1.3 樹狀搜尋演算法 14 3.1.4 QRD-M演算法 17 3.2 應用於單載波區塊傳送系統之樹狀搜尋演算法 19 3.2.1 系統模型:與多輸入多輸出系統之比較 19 3.2.2 QRD-M演算法 21 第四章 提出之演算法 23 4.1 動機 23 4.2 不需QR分解之樹狀搜尋演算法 23 4.3 結合頻域濾波器之樹狀搜尋演算法 28 4.4 複雜度分析 33 第五章 模擬結果 35 5.1 系統及通道模擬參數 35 5.2 模擬結果與分析 36 第六章 結論與未來研究方向 48 參考文獻 49

    [1] Z. Wang, X. Ma, G. B. Giannakis, “OFDM or Single-Carrier Block Transmissions?” IEEE Transactions on Communications, vol. 52, no. 3, pp 380-394, Mar. 2004.
    [2] L. Deneire, B. Gyselinckx, and M. Engels, “Training Sequence versus Cyclic Prefix–A New Look on Single Carrier Communication,” IEEE Communications Letters, vol. 5, pp. 292-294, Jul. 2001.
    [3] D. Falconer, S. L. Ariyavisitakul, A. Benyamin-Seeyar, and B. Eidson, “Frequency Domain Equalization for Single-Carrier Broadband Wireless Systems,” IEEE Communications Magazine, vol. 40, no. 4, pp 58-66, Apr. 2002.
    [4] F. Pancaldi, G. M. Vitetta, R. Kalbasi, N. Al-Dhahir, M. Uysal, and H. Mheidat, “Single-Carrier Frequency Domain Equalization,” IEEE Signal Processing Magazine, vol. 25, no. 5, pp 37-56, Sep. 2008.
    [5] N. Benvenuto, R. Dinis, D. Falconer, S. Tomasin, “Single Carrier Modulation with Nonlinear Frequency Domain Equalization: An Idea Whose Time Has Come–Again,” Proceedings of the IEEE, vol. 98, no. 1, pp. 69-96, Jan. 2010.
    [6] N. Benvenuto and S. Tomasin, “On the Comparison Between OFDM and Single Carrier Modulation with a DFE Using a Frequency-Domain Feedforward Filter,” IEEE Transactions on Communications, vol. 50, no. 6, pp. 947-955, Jun. 2002.
    [7] T. Yamamoto, K. Takeda, and F. Adachi, “A Study of Frequency-Domain Signal Detection for Single-Carrier Transmission,” IEEE Vehicular Technology Conference Fall 2009, Sep. 2009.
    [8] T. Yamamoto, K. Takeda, and F. Adachi, “Training Sequence-aided Single-carrier Block Signal Detection Using QRM-MLD,” IEEE Wireless Communications & Network Conference 2010, Apr. 2010.
    [9] 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.
    [10] K. J. Kim, J. Yue, R. A. Iltis, and J. D. Gibson, “A QRD-M/Kalman filter-based detection and channel estimation algorithm for MIMO-OFDM systems,” IEEE Transactions on Wireless Communications, vol. 4, pp. 710-721, Mar. 2005.

    下載圖示 校內:立即公開
    校外:2016-07-29公開
    QR CODE