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A Noise-resilient Channel Estimation Algorithm Based on Two-Dimensional Hadamard Transform for OFDM Systems

机译:一种基于OFDM系统二维Hadamard变换的噪声弹性信道估计算法

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Cyclically extended guard interval in OFDM systems turns the traditional time-domain equalization into simple frequency-domain equalization, but channel noise deteriorates the accuracy of channel estimation, thus degrading the performance of equalization. By incorporating with two-dimensional Hadamard Transform, a noise-resilient channel estimation algorithm is proposed. Energy of the channel is concentrated with two-dimensional Hadamard Transform, and noise is reduced in the transform domain. It can be proved with simulation that performance of the proposed algorithm is better than that with MMSE estimation based on Fourier Transform, and even close to that with perfect channel estimation. Moreover, the computation required is pretty smaller due to the use of Hadamard Transform.
机译:OFDM系统中的循环扩展保护间隔将传统的时域均衡变为简单的频域均衡,但信道噪声劣化信道估计的准确性,从而降低了均衡的性能。通过与二维Hadamard变换结合,提出了一种噪声弹性信道估计算法。通道的能量集中在二维Hadamard变换中,噪声在变换域中减小。可以证明,模拟该算法的性能优于基于傅里叶变换的MMSE估计,甚至接近具有完美信道估计的MMSE估计。此外,由于使用Hadamard变换,所需的计算比较小。

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