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博碩士論文 etd-0823106-164626 詳細資訊
Title page for etd-0823106-164626
論文名稱
Title
正交分頻多工系統在時變通道中使用卡爾曼濾波器之通道估測研究
Investigations of Channel Estimation Using Kalman Filter for OFDM Systems in Time Varying Channel
系所名稱
Department
畢業學年期
Year, semester
語文別
Language
學位類別
Degree
頁數
Number of pages
47
研究生
Author
指導教授
Advisor
召集委員
Convenor
口試委員
Advisory Committee
口試日期
Date of Exam
2006-07-28
繳交日期
Date of Submission
2006-08-23
關鍵字
Keywords
卡爾曼、正交分頻多工系統、通道估測
Channel Estimation, OFDM, Kalman Filter
統計
Statistics
本論文已被瀏覽 5660 次,被下載 12
The thesis/dissertation has been browsed 5660 times, has been downloaded 12 times.
中文摘要
在本論文中,我們提出一個改良式的卡爾曼估測器,用來估測正交分頻多工系統中時變性的通道增益,此估測器主要是利用預先編碼的技術,並結合了最小均方誤差等化器來提高通道估測的準確性。使用預先編碼主要是為了使資料具備多樣性,進一步達到資料保護的效果,以避免卡爾曼濾波器因為疊帶數值不正確而造成發散。在本論文中,我們除了闡述系統架構和原理之外,並以電腦模擬分析誤碼率(Bit Error Rate,BER),電腦模擬結果證明了不論通道是否隨著時間而變化,使用改良式的卡爾曼估測器,確實能提升系統的整體效能。
Abstract
In this thesis, a modified Kalman filter is proposed for time varying channel estimation in orthogonal frequency division multiplexing (OFDM). The proposed scheme adopts pre-coding scheme and minimum mean squared error (MMSE) equalizer to improve system performance. By using pre-coding schemes, information can be protected by signal diversities, which prevent Kalman filter to disperse due to erroneous data signals. In this investigation, the proposed system architecture is verified by using simulation experiments. Simulation results demonstrate that the proposed schemes substantially improve system performances under verious channel conditions.
目次 Table of Contents
中文摘要......................................................................................................................Ⅰ
Abstract........................................................................................................................Ⅱ
圖目錄..........................................................................................................................Ⅴ
第一章 導論................................................................................................................1
1.1研究動機..........................................................................................................1
1.2論文架構..........................................................................................................2
第二章、正交分頻多工簡介........................................................................................3
2.1OFDM之系統架構與特性...............................................................................3
2.1.1簡介傳統分頻多工調變技術...............................................................4
2.1.2簡介正交分頻多工調變技術...............................................................6
2.1.2.1頻寬使用效率............................................................................8
2.1.2.2正交性........................................................................................9
2.1.2.3循環字首..................................................................................10
2.2 簡介OFDM 系統的優缺點.........................................................................12
第三章 OFDM通道估測技術介紹............................................................................14
3.1介紹利用指標示通道估測法去做通道估測................................................15
3.1.1領航訊號的編排規則.........................................................................15
3.2介紹利用盲蔽式通道估測法去做通道估測........................................16
第四章 卡爾曼估測器之介紹....................................................................................19
4.1簡介卡爾曼濾波器........................................................................................19
4.1.1簡介基本型卡爾曼濾器.....................................................................19
4.2介紹利用卡爾曼濾波器去估側通道..................................................23 4.3 介紹修正型卡爾曼濾波器去估側通道.......................................................26
第五章 模擬................................................................................................................30
第六章 結論和外來展望............................................................................................36
參考文獻......................................................................................................................37
參考文獻 References
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[17] Daofeng Xu, Luxi Yang, and Zhenya He, “Superimposed training aided channel estimation in OFDM system,” ISPACS 2005. Proceedings of 2005 International Symposium on 13-16 Dec. 2005 pp. 225 – 228.
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[19] W. C . Jakes, Microwave Mobile Communications, IEEE Press, New York, 1994. 
[20] Wei Chen and Ruifeng Zhang, “Kalman filter channel estimator for OFDM systems in Time and Frequency selective fading environment,” ICASSP 2004, IEEE International Conferemce on vol. 4, 17-21 May 2004 pp. 377 –380.
[21] Athina Petropulu, Ruifeng Zhang, and Rui Lin,“Blind OFDM Channel Estimation Through Simple Linear Precoding, ” IEEE Trans. Wireless Commun., vol. 3, no. 2, pp. 647–655, Mar. 2004.
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[24] Luca Rugini and Geert Leus, “Simple Equalization of Time Varying Channels for OFDM,” IEEE Trans. Wireless Commun., vol. 9, no. 7, Jul. 2005.
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