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研究生: 鄭博文
Po-Wen Cheng
論文名稱: 在正交分頻多工存取上鏈系統中佐以干擾消除結合I/Q不平衡效應與子載波頻率偏移之聯合估測演算法
Joint I/Q Imbalance and CFO Estimation with Interference Cancellation in OFDMA Uplink
指導教授: 方文賢
Wen-Hsien Fang
口試委員: 賴坤財
Kuen-Tsair Lay
陳郁堂
Yie-Tarng Chen
林士駿
Shih-Chun Lin
丘建青
Chien-Ching Chiu
學位類別: 碩士
Master
系所名稱: 電資學院 - 電子工程系
Department of Electronic and Computer Engineering
論文出版年: 2013
畢業學年度: 101
語文別: 中文
論文頁數: 49
中文關鍵詞: 載波頻率偏移I/Q 不平衡最大似然估測法連續干擾消除法最小均方誤差
外文關鍵詞: carrier frequency offsets, I/Q imbalance, maximum likelihood estimation, successive interference cancellation, minimum mean-square error
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  • 正交分頻多工存取系統(orthogonal frequency division multiple ac-
    cess, OFDMA) 中, 對於破壞這些子載波正交性的載波頻域偏移相當的
    敏感, 而也因載波頻率偏移 (carrier frequency offsets, CFOs) 的緣故,
    造成載波間干擾 (inter-carrier interference, ICI) 和多重存取干擾 (mul-
    tiple access interference, MAI)。而在接收端也容易造成 I/Q 不平衡 (in-
    phase/quadrature-phase imbalance) 的干擾, 此將造成振幅及相位的失
    真, 這將導致實部項與虛部項之振幅不一致, 而且兩項之相位也不能剛好
    為90度, 此些影響將不僅產生鏡像干擾及載波間干擾, 並且對於載波頻率
    偏移的估測也會造成錯誤。
    為了減輕載波頻率偏移和 I/Q 不平衡的影響, 於本論文中, 我們考
    慮將先將 I/Q 不平衡及載波頻率偏移做最大似然估測法, 再結合最小均
    方誤差偵測器並佐以連續干擾消除法 (successive interference cancella-
    tion, SIC) 的應用在交錯的正交分頻多工存取上鏈系統上。 對每個傳輸符
    元, 在第一部分中, 我們使用最大似然估測法先對 IQ 不平衡做干擾參數
    的估測, 接著再對載波頻率偏移一樣以最大似然估測法來估測參數, 然後
    有效地利用連續干擾消除法減少過去符元的干擾所造成的錯誤, 此步驟能
    有效地重建出較一個接近原始之訊號, 最後再以最小均方誤差徹底的減少
    干擾和殘留決策的錯誤, 如此我們所提出之法便能有效得到較精確的估測
    值以及更為優良的接收效能, 最後我們對發展之演算法, 進行電腦模擬與
    效能分析, 而實驗結果也驗證所提之法確實較優於過去存在之法。 儘管如
    此, 我們也可得知在得到這些成果的同時, 還能保有相近的複雜度。


    The orthogonal frequency division multiple access (OFDMA) sys-
    tems are very sensitive to carrier frequency offsets (CFOs) that de-
    stroy the orthogonality among the subcarriers . Also, the in-phase/q
    uadrature-phase (I/Q) imbalance may produce amplitude and phase
    mismatch producing the unwanted image interference to affect the
    desired signal and degrading the accuracy of CFO estimation.
    In this thesis, we present a maximumlikelihood(ML)-based scheme
    for joint estimation of CFO and I/Q imbalance in the uplink of in-
    terleaved OFDMA systems. In light of the fact that the received
    signal is contaminated by multiple access interference (MUI) and
    inter-carrier interference (ICI), the successive interference cancella-
    tion (SIC) are employed before proceeding the parameter estimation.
    For every transmitted symbol, SIC is first invoked to alleviate the
    MUI and ICI, the CFO and I/Q imbalance are then estimated based
    on the successively refined signals. Thereafter, to mitigate the inter-
    ference caused by the undetected symbol, a minimum mean-square
    error (MMSE) multiuser detector is employed to determine the out-
    put. As such, the CFO and I/Q imbalance estimates are refined
    sequentially. While the overall computational complexity is slightly
    higher, the developed scheme, as shown by simulations, provides su-
    perior performance compared with pervious works.

    第一章 緒論 1 1.1 引言 . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 1.2 研究動機與目的 . . . . . . . . . . . . . . . . . . . . 2 1.3 本文架構 . . . . . . . . . . . . . . . . . . . . . . . . 3 第二章 相關背景回顧 5 2.1 正交分頻多工系統 . . . . . . . . . . . . . . . . . . 5 2.2 正交分頻多工存取系統 . . . . . . . . . . . . . . . 8 2.3 接收器 . . . . . . . . . . . . . . . . . . . . . . . . . 12 2.4 線性多使用者偵測器 . . . . . . . . . . . . . . . . . 14 2.4.1 零強制多使用者偵測器 . . . . . . . . . . . 15 2.4.2 最小均方誤差偵測器 . . . . . . . . . . . . . 15 2.4.3 線性限制最小方差偵測器 . . . . . . . . . . . . 16 2.5 非線性多使用者偵測器 . . . . . . . . . . . . . . . 16 2.5.1 連續干擾消除法 . . . . . . . . . . . . . . . . 16 iii 2.5.2 平行干擾消除法 . . . . . . . . . . . . . . . . 18 2.6 結語 . . . . . . . . . . . . . . . . . . . . . . . . . . . 19 第三章 在正交分頻多工存取上鏈系統中佐以干擾消除結合I/Q 不平衡效應與子載波頻率偏移之聯合估測演算法 20 3.1 引言 . . . . . . . . . . . . . . . . . . . . . . . . . . . 20 3.2 在正交分頻多工存取上鏈系統中佐以干擾消除結合 I/Q 不平衡效應與子載波頻率偏移之聯合估測演算法 . . . . . 22 3.2.1 I/Q 不平衡及載波位移聯合估測 . . . . . . 22 3.2.2 連續干擾消除 . . . . . . . . . . . . . . . . . 27 3.2.3 最小均方誤差偵測器 . . . . . . . . . . . . . 27 3.3 計算複雜度 . . . . . . . . . . . . . . . . . . . . . . 28 3.4 電腦模擬結果與討論 . . . . . . . . . . . . . . . . . 31 3.5 結語 . . . . . . . . . . . . . . . . . . . . . . . . . . . 44 第四章 結論及未來展望 45 4.1 結論 . . . . . . . . . . . . . . . . . . . . . . . . . . . 45 4.2 未來展望 . . . . . . . . . . . . . . . . . . . . . . . . 45 參考文獻 47

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