教師資料查詢 | 類別: 期刊論文 | 教師: 嚴雨田 YEN RAINFIELD Y. (瀏覽個人網頁)

標題:Iterative joint frequency offset and channel estimation for OFDM systems using first and second order approximation algorithms
學年101
學期1
出版(發表)日期2012/11/01
作品名稱Iterative joint frequency offset and channel estimation for OFDM systems using first and second order approximation algorithms
作品名稱(其他語言)
著者Yen, Rainfield Y; Liu, Hong-Yu; Tsai, Chia-Sheng
單位淡江大學電機工程學系
出版者Heidelberg: SpringerOpen
著錄名稱、卷期、頁數EURASIP Journal on Wireless Communications and Networking 2012(1), 341(10pages)
摘要To implement an algorithm for joint estimation of carrier frequency offset (CFO) and channel impulse response (CIR) in orthogonal frequency division multiplexing (OFDM) systems, the maximum-likelihood criterion is commonly adopted. A major difficulty arises from the highly nonlinear nature of the log-likelihood function which renders local extrema or multiple solutions for the CFO and CIR estimators. Use of an approximation method coupled with an adaptive iteration algorithm has been a popular approach to ease problem solving. The approximation used in those existing methods is usually of the first order level. Here, in addition to a new first order approximation method, we also propose a second order approximation method. Further, for the part of the adaptive iteration algorithm, we adopt a new technique which will enable performance improvement. Our first order approximation method is found to outperform the existing ones in terms of estimation accuracies, tracking range, computation complexity, and convergence speed. As expected, our second order approximation method provides an even further improvement at the expense of higher computation complication.
關鍵字
語言英文(美國)
ISSN1687-1499;1687-1472
期刊性質國外
收錄於SCI;
產學合作
通訊作者
審稿制度
國別德國
公開徵稿
出版型式,電子版,紙本
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