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A Novel iterative Channel Estimation Algorithm for OFDM Systems

机译:一种新的OFDM系统迭代信道估计算法

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摘要

In order to improve the performance of traditional pilot aided signal modulation Orthogonal Frequency-Division Multiplexing (OFDM) channel estimation, a novel iterative method based on Expectation Maximum has been deduced. In the deduced process, the 16QAM is considered. Moreover a modified DFP algorithm is proposed to accelerate the EM algorithm and lower its complexity, the proposed algorithm is quadratic convergent too. The simulation results show that the proposed iterative speed algorithm has improved performance than traditional channel estimation in the fast fading channel environment.
机译:为了提高传统的导频辅助信号调制正交频分复用(OFDM)信道估计的性能,推导了一种基于期望最大值的新型迭代方法。在推导过程中,将考虑16QAM。此外,提出了一种改进的DFP算法来加速EM算法并降低其复杂度,该算法也是二次收敛的。仿真结果表明,所提出的迭代速度算法在快速衰落信道环境下具有比传统信道估计更高的性能。

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