Blind recursive tracking of carrier frequency offsets in MC-CDMA systems

Feng-Tsun Chien, C.-C. Jay Kuo
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Abstract

A blind recursive algorithm to effectively update the carrier frequency offset (CFO) vector in a multicarrier code-division multiple-access (MC-CDMA) system is studied in this research. The recursive relation is developed based on the expectation maximization (EM) algorithm with a quadratic constraint. This new perspective enables the use of linear estimation theory to deal with the blind CFO estimation problem, leading to an analytic CFO estimate in closed-form. The multiple access interference (MAI) is mitigated using the second order statistics of the interference-plus-noise vector, which can also be updated in a recursive manner under the EM formulation. Finally, we verify the effectiveness of the proposed algorithm with computer simulation.
MC-CDMA系统中载波频偏的盲递归跟踪
研究了多载波码分多址(MC-CDMA)系统中有效更新载波频偏矢量的盲递归算法。基于二次约束下的期望最大化算法建立递归关系。这一新的视角使得利用线性估计理论来解决财务总监的盲目估计问题,从而得到封闭式的财务总监分析估计。利用干扰加噪声矢量的二阶统计量减轻了多址干扰(MAI),该矢量也可以在EM公式下以递归方式更新。最后,通过计算机仿真验证了算法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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