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OFDM Joint Data Detection and Phase Noise Cancellation for Constant Modulus Modulations

机译:用于恒定模量调制的OFDM联合数据检测和相位噪声消除

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摘要

This correspondence proposes a new algorithm for the OFDM joint data detection and phase noise (PHN) cancellation for constant modulus modulations. We highlight that it is important to address the overfitting problem since this is a major detrimental factor impairing the joint detection process. In order to attack the overfitting problem we propose an iterative approach based on minimum mean square prediction error (MMSPE) subject to the constraint that the estimated data symbols have constant power. The proposed constrained MMSPE algorithm (C-MMSPE) significantly improves the performance of existing approaches with little extra complexity being imposed. Simulation results are also given to verify the proposed algorithm.
机译:该对应关系提出了一种新的OFDM联合数据检测和恒模调制相位噪声(PHN)消除算法。我们强调,解决过拟合问题很重要,因为这是影响关节检测过程的主要不利因素。为了解决过拟合问题,我们提出了一种基于最小均方预测误差(MMSPE)的迭代方法,该方法受估计数据符号具有恒定功效的约束。所提出的约束MMSPE算法(C-MMSPE)显著提高了现有方法的性能,而几乎没有额外的复杂性。仿真结果也验证了所提算法的正确性。

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