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研究生: 陳建仁
Jian-ran Chen
論文名稱: 最佳化設計遞迴式偵測與解碼接收機於MIMO-OFDM系統
Optimal design of iterative detection and decoding receivers for MIMO-OFDM systems
指導教授: 王煥宗
Huan-Chun Wang
口試委員: 林敬舜
Ching-shun Lin
李志堅
Chih-chien Lee
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: 2009
畢業學年度: 97
語文別: 中文
論文頁數: 55
中文關鍵詞: MIMO-OFDM遞迴式偵測與解碼MAPMMSE-SICV-BLAST通道容量EXIT chartsIRA codesum-product algorithmcurve-fitting新式遞迴解碼
外文關鍵詞: MIMO-OFDM, iterative detection and decoding, MAP, MMSE-SIC, V-BLAST, channel capacity, EXIT charts, IRA code, sum-product algorithm, curve-fitting, novel iterative decoding
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本篇論文研究最佳化設計遞迴式偵測與解碼架構應用在MIMO-OFDM系統上,偵測技術中最佳偵測為MAP detection,其次佳偵測為MMSE-SIC detection與V-BLAST detection,藉由EXIT charts來分析其這些偵測與通道行為所達到的最大通道容量。為了趨近最大通道容量,而系統中所選用通道編碼技術佔有非常重要的部份,適當的通道編碼使能趨近最大通道容量,根據EXIT chart分析與curve- fitting技術使選用的通道編碼趨近最大通道容量,而本論文選用IRA code應用於MIMO- OFDM系統上,並使用新式遞迴解碼法設計IRA code的參數來逼近最大通道容量。


In this thesis, optimal design of iterative detection and decoding is researched in MIMO-OFDM systems. The optimal detection is maximum a posterior probability (MAP), the suboptimal detections are MMSE-SIC detection and V-BLAST detection.
We use the EXIT charts to analysis these detection and channel behavior and to compute channel capacity. To closely largest channel capacity, it’s important to make a choice of the channel encoder. According to EXIT charts and curve-fitting technology, it operates close to largest channel capacity. In MIMO-OFDM systems, the IRA code is a choice. In the paper, a novel iterative decoding structure is proposed for MIMO-OFDM systems. Moreover, the novel iterative decoding designs many parameters of IRA code. Finally, these parameters of IRA code achieve close to channel capacity in given channel behavior and detection.

第一章 緒論 3 第二章 系統描述與原理 5 2.1系統描述 5 2.2 通道描述 6 2.3 遞迴式偵測與解碼接收器 7 2.3.1 MAP detection 9 2.3.2 MMSE-SIC detection 11 2.3.3 V-BLAST detection 14 第三章 最佳化設計遞迴式偵測與解碼接收器 17 3.1最佳化curve-fitting技術 17 3.2使用IRA code應用於MIMO-OFDM系統 18 3.2.1 IRA codes encoder 18 3.2.2 IRA decoder 22 3.2.3 新式解碼遞迴法 28 第四章 模擬結果與效能分析 33 4.1 SISO detection效能分析與通道容量 33 4.2 curve-fitting技術與新式解碼遞迴法 38 第五章 結論 47 附錄A Extrinsic information transfer chart 48 附錄B Differential Evolution 50 參考文獻 52

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