Joint frequency offset, time offset, and channel estimation for OFDM/OQAM systems.

IF 1.7 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Ali Baghaki, Benoit Champagne
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引用次数: 9

Abstract

Among the multicarrier modulation techniques considered as an alternative to orthogonal frequency division multiplexing (OFDM) for future wireless networks, a derivative of OFDM based on offset quadrature amplitude modulation (OFDM/OQAM) has received considerable attention. In this paper, we propose an improved joint estimation method for carrier frequency offset, sampling time offset, and channel impulse response, needed for the practical application of OFDM/OQAM. The proposed joint ML estimator instruments a pilot-based maximum-likelihood (ML) estimation of the unknown parameters, as derived under the assumptions of Gaussian noise and independent input symbols. The ML estimator formulation relies on the splitting of each received pilot symbol into contributions from surrounding pilot symbols, non-pilot symbols and additive noise. Within the ML framework, the Cramer-Rao bound on the covariance matrix of unbiased estimators of the joint parameter vector under consideration is derived as a performance benchmark. The proposed method is compared with a highly cited previous work. The improvements in the results point to the superiority of the proposed method, which also performs close to the Cramer-Rao bound.

Abstract Image

Abstract Image

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联合频率偏移,时间偏移和信道估计OFDM/OQAM系统。
在被认为是未来无线网络中替代正交频分复用(OFDM)的多载波调制技术中,基于偏置正交调幅(OFDM/OQAM)的OFDM衍生技术受到了相当大的关注。本文提出了一种改进的OFDM/OQAM实际应用中载波频偏、采样时间偏移和信道脉冲响应的联合估计方法。提出的联合ML估计器在高斯噪声和独立输入符号的假设下,对未知参数进行基于导频的最大似然(ML)估计。ML估计器公式依赖于将每个接收到的导频符号分解为周围导频符号、非导频符号和加性噪声的贡献。在机器学习框架中,推导了所考虑的联合参数向量的无偏估计量的协方差矩阵的Cramer-Rao界作为性能基准。并将该方法与一篇被高度引用的论文进行了比较。结果的改进表明了所提方法的优越性,该方法的性能也接近于Cramer-Rao界。
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来源期刊
Eurasip Journal on Advances in Signal Processing
Eurasip Journal on Advances in Signal Processing ENGINEERING, ELECTRICAL & ELECTRONIC-
CiteScore
3.40
自引率
10.50%
发文量
109
审稿时长
3-8 weeks
期刊介绍: The aim of the EURASIP Journal on Advances in Signal Processing is to highlight the theoretical and practical aspects of signal processing in new and emerging technologies. The journal is directed as much at the practicing engineer as at the academic researcher. Authors of articles with novel contributions to the theory and/or practice of signal processing are welcome to submit their articles for consideration.
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