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研究生: 張皓鈞
Chang, Hao-Chun
論文名稱: 直接轉換接收系統中使用ESPRIT方法之載波頻率偏移估計演算法
Carrier Frequency Offset Estimation in Direct Conversion Receiver Systems Using ESPRIT
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: 2018
畢業學年度: 106
語文別: 中文
論文頁數: 39
中文關鍵詞: 載波頻率偏移實虛部不平衡直接轉換接收器廣義週期性領航序列通過旋轉不變性估計信號參數之技術
外文關鍵詞: carrier frequency offset (CFO), frequency dependent I/Q imbalance (FD IQI), direct conversion receiver, generalized periodic pilot sequence (GPP), estimation of signal parameters by rotational invariant techniques (ESPRIT)
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  • 載波頻率偏移以及頻率相依之實虛部不平衡為寬頻直接轉換接收器中常見之非理想效應,前者會使接收訊號產生相位偏移,後者則會使接收訊號受到頻譜上的鏡像訊號干擾,兩者皆對接收端錯誤率有顯著的影響。文獻中估計載波頻率偏移之演算法,大多未考慮頻率相依之實虛部不平衡之影響,因此常導致估計準確度降低。本篇論文針對頻率相依之實虛部不平衡的直接轉換接收器,提出一種估計載波頻率偏移之方法。其方法為使用廣義週期性領航序列,並對接收訊號進行ESPRIT分析後,以得到載波頻率偏移之估計值。模擬結果顯示,此方法在不同的實虛部不平衡情況下,可有效估計載波頻率偏移。

    Carrier frequency offset (CFO) and frequency-dependent I/Q imbalance (FD IQI) are well-known non-ideal effects of the broad band direct conversion receivers. The former may cause phase rotation of the received signals, and the latter results in image frequency interference on signal spectrum. Both of them significantly degrade the error rate of the receiver. Most of the CFO estimation techniques in the literature do not consider the effect of FD IQI, resulting in inaccurate CFO estimation. In the thesis, we consider CFO estimation in the presence of FD IQI. The method uses the generalized periodic pilot (GPP) sequence as the training sequence, and applies the Estimation of Signal Parameters by Rotational Invariance Techniques (ESPRIT) to the received signals to obtain the CFO estimate. Simulation results demonstrate that the proposed method accurately estimates the CFO in different scenarios of FD IQI.

    摘要 I Abstract II Extended Abstract III INTRODUCTION III ESTIMATION ALGORITHM IV RESULT AND DISCUSSION V CONCLUSION V 誌謝 VII 目錄 VIII 表目錄 X 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 2 第二章 系統模型 3 2.1 I/Q不平衡系統模型 3 2.1.1 頻率獨立模型 4 2.1.2頻率相依模型(無CFO效應) 8 2.1.3頻率相依模型(有CFO效應)[3] 10 2.2實虛部不平衡補償電路之推算 12 2.2.1實虛部不平衡LPF部分補償電路[3] 12 2.2.2實虛部不平衡LO部分補償電路[3] 13 2.2.3加上補償電路後之電路圖 14 第三章 估計演算法 16 3.1對CFO之估計-使用[1]之方式 16 3.1.1 COSINE估計器[1] 18 3.2對CFO之估計-使用ESPRIT方式 21 3.2.1推導ESPRIT方法所需之S矩陣與A矩陣之關係式 21 3.2.2 以ESPRIT方法對CFO進行估計 22 3.3對IQI補償參數之估計 24 第四章 模擬結果 26 4.1模擬環境 26 4.2模擬結果 27 4.2.1 CFO估計表現(估計範圍變化) 27 4.2.2 CFO估計表現(SNR變化) 29 4.2.3錯誤率分析 33 4.2.4 有無補償CFO效應之星座圖比較 35 第五章 結論與未來研究方向 37 參考文獻 38

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    [7] R. Roy, T. Kailath, " ESPRIT – Estimation of signal parameters via rotation invariance techques ," IEEE Trans. Acout., Speech, Signal Proc., vol. 17, no. 7, July 1989.

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