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研究生: 陳彥良
Chen, Yen-Liang
論文名稱: 使用振幅正規化之盲式OFDM信號偵測
Blind Detection with Normalized Amplitudes for OFDM Signals
指導教授: 張名先
Chang, Min-Xian
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: 英文
論文頁數: 36
中文關鍵詞: 通道估測通道脈衝響應盲式偵測正交分頻多工系統
外文關鍵詞: estimation, channel impulse response, blind detection, OFDM
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  • 由於正交分頻多工系統(OFDM)在多路徑環境下十分穩固,且在頻域等化的複雜度低,使得OFDM經常應用在無線通訊。在OFDM系統,為了達到更高的通道使用率和資料傳輸量,我們使用盲式偵測來取代原有的引導訊號偵測。
    本篇論文我們提出振幅正規化之盲式OFDM信號偵測。其中使用通道脈衝響應(CIR)來模擬OFDM系統子頻道的通道響應(CR)變化。配合使用branch-and-bound原理來解決非線性的整數規劃問題。透過使用本篇論文提出的方法,可以有效的降低拜訪點數。同時利用多項式來近似每個子通道的時變通道響應,且透過預測得到一個更佳的起始資料串做為branch-and-bound演算法的初始值。模擬結果證明使用振幅正規化能有效的降低樹狀搜尋的複雜度。

    For wireless communications, the orthogonal frequency division multiplexing (OFDM) system is frequently applied due to its robustness to the multipath environment and its low-complexity frequency-domain equalization. In order to enhance the channel utilization and increase the data throughput, we can use the blind method instead of the pilot-based method for the signal detection in OFDM systems.
    In this thesis, we propose a blind detection algorithm based on Normalized Amplitudes for the OFDM system. We use channel impulse response (CIR) instead of the polynomial to model the channel response (CR) variation across sub-channels. Then we apply the branch-and-bound principle to solve the non-linear integer programming problem in the blind detection algorithm.
    Comparing with the previous algorithm, the proposed blind detection algorithm can effectively reduce the number of visiting nodes in tree search process for the integer programming. We also model the time-variation of CRs in each sub-channel as a polynomial, and use the predicted CRs to obtain a better initial data sequence in the tree search process. A better initial data sequence can further reduce the number of visiting nodes and system complexity. Simulation results verify the effectiveness of our algorithm.

    Chinese Abstract I English Abstract II Acknowledgement III Contents IV List of Figures VI Chapter 1 1 Introduction 1 Chapter 2 3 System and Channel Model 3 2.1 System Model 3 2.2 Channel Model 5 2.2.1 Modification of Jake’s Rayleigh Fading Model 5 Chapter 3 8 Blind Detection 8 3.1 CIR Model 8 3.2 Blind Detection 11 3.2.1 Integer Programming 11 3.2.2 Branch-and-Bound Algorithm 13 3.2.3 Recursive formula 18 Chapter 4 21 Complexity Reducing Method 21 4.1 Motive 21 4.2 Calculating node-value with normalized amplitude 22 4.2.1 With single normalized amplitude 22 4.2.2 With normalized amplitudes 24 4.3 Channel Prediction by Curve Fitting 25 4.4 Simulation Results 30 Chapter 5 34 Conclusion 34 Chapter 6 35 Bibliography 35

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    [10] G. Strang, Linear Algebra and Its Applications, 3rd ed. Philadelphia, PA: Saunders, 1988.
    [11] Ming-Xian Chang and Yu T. Su, “Blind and Semiblind Detections of OFDM Signals in Fading Channels” IEEE Trans. Commun., VOL. 52, NO. 5, MAY 2004.

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