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研究生: 楊錦記
Yang, Chin-Chi
論文名稱: 快速衰減通道與單載波區塊傳送系統中之迭代式頻域等化器
Iterative Frequency-Domain Equalizer in Fast Fading Channels for Single-Carrier Block Transmission
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: 2014
畢業學年度: 102
語文別: 中文
論文頁數: 50
中文關鍵詞: 快速衰減通道單載波區塊傳送迭代區塊決策回授等化器估計相關性
外文關鍵詞: fast fading channels, single-carrier block transmission, iterative block decision feedback equalizer, methods of estimating the correlation
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  • 在快速衰減通道下,單載波區塊傳送系統在接收端的等化,除了時域上符元間的干擾還有頻域上虛擬載波之間的干擾。原本在非時變通道中的等化技術由於虛擬載波的問題而無法直接應用。而文獻中針對快速衰減通道的技術,目前常見的有最小均方誤差線性等化器,以及最小均方誤差連續干擾消除,前者錯誤率表現不佳,但複雜度較低,而後者錯誤率頗佳,但複雜度相當高。本論文中,我們將原本設計於非時變通道上的迭代區塊決策回授等化器延伸至時變通道,希望能延續其複雜度低的優點並有不錯的錯誤率效能。我們根據最小均方誤差準則來設計等化器;因等化器的參數需要估計傳送信號和決策信號之間的相關性,本論文亦探討估計相關性的方法。
    模擬結果顯示,我們提出的方法和最小均方誤差線性等化器相比,只需付出些許額外的複雜度就能有顯著的錯誤率改善。而和最小均方誤差連續干擾消除相比:在錯誤率部分,當通道變化較快時,錯誤率較高,但在通道變化較慢時,有相近的錯誤率效能;而複雜度部分,比最小均方誤差連續干擾消除低很多。

    In fast fading channels, the single-carrier block transmission systems suffer from not only the inter-symbol interference (ISI) in the time domain, but also the virtual inter-carrier interference (virtual ICI) in the frequency domain. Therefore, equalization techniques originally designed for slow fading channels can’t be effectively applied for fast fading channels. In the literature, equalization algorithms that cope with fast fading channels include the time-domain minimum mean square error linear equalizer (MMSE-LE) and minimum mean square successive interference cancellation (MMSE-SIC). The former has a much lower complexity than the latter, at the cost of a poor bit error rate (BER) performance. In the thesis, in order to achieve a better trade-off between performance and complexity, we extend the iterative block decision feedback equalizer (IBDFE), originally designed for slow fading channels only, to fast fading channels. We design the equalizer according to the MMSE criterion. Since the equalizer coefficients require the knowledge of the correlation between the detected symbols and the transmitted symbols, methods of estimating the correlation are also investigated in the thesis.
    Simulation results show that, compared with MMSE-LE, the proposed algorithm achieves a significant BER performance improvement with only a slight increase in complexity. Compared with MMSE-SIC, the proposed method has a worse BER performance in channels with a larger Doppler spread, but has a quite similar performance in channels with a smaller Doppler spread; but in both cases, the proposed algorithm has a much lower complexity.

    中文摘要 I Extended Abstract II 誌謝 VI 目錄 VII 表目錄 IX 圖目錄 X 第一章 導論 1 1.1 前言 1 1.2 動機 2 1.3 章節介紹 3 第二章 單載波區塊傳送及通道模型 4 2.1 單載波區塊傳送 4 2.2 通道模型 5 2.2.1 非時變通道 5 2.2.2 時變通道 7 第三章 文獻回顧 10 3.1 IBDFE於非時變通道[3] 10 3.1.1 系統架構 10 3.1.2 參數推導 12 3.2 時變通道下的等化 15 3.2.1 MMSE-LE[5] 15 3.2.2 MMSE-SIC[5] 16 第四章 提出之方法 18 4.1 應用IBDFE於時變通道:IBDFE-UFF 18 4.2 系統架構 19 4.3 係數推導 20 4.4 估計correlation 26 4.4.1 文獻中估計correlation的方法[3] 26 4.4.2 時變通道下用zero-forcing估計correlation 27 4.4.3 時變通道下用TS估計correlation 30 4.4.4 時變通道下用TS與參數估計correlation 31 4.5 複雜度分析 36 4.5.1 MMSE-LE分析 36 4.5.2 MMSE-SIC分析 36 4.5.3 IBDFE-UFF分析 37 第五章 模擬結果與分析 39 5.1 模擬環境 39 5.2 模擬結果 40 5.2.1 標準化都卜勒頻率0.2下的模擬 40 5.2.2 標準化都卜勒頻率0.02下的模擬 42 5.2.3 都卜勒頻率對系統的影響 45 5.3 複雜度比較 46 第六章 結論與未來研究方向 48 參考文獻 49

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