首页> 外文会议>International Conference on Computational Intelligence and Security(CIS 2006) pt.2; 20061103-06; Guangzhou(CN) >Frequency MMSE Equalization Combined with Kalman Channel Estimation in OFDM System
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Frequency MMSE Equalization Combined with Kalman Channel Estimation in OFDM System

机译:OFDM系统中的频率MMSE均衡与卡尔曼信道估计相结合

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摘要

To combat with the ICI caused by the Doppler and carrier frequency errors, an autoregressive(AR) process is used to model time evolution of the fading channel and a novel frequency MMSE equalizer combined with Kalman channel estimator is proposed. Combined techniques outperform traditional linear and DFT interpolation methods in both slow and fast fading conditions. The complexity of the equalizer is reduced significantly by using the fact that only a few adjacent subchannels are major interferers to a desired subchannel. Mean squared error (MSE) and bit error rate (BER) performance of the proposed algorithm are verified by computer simulation.
机译:为了克服由多普勒和载波频率误差引起的ICI,使用自回归(AR)过程对衰落信道的时间演化进行建模,并提出了一种结合卡尔曼信道估计器的新型频率MMSE均衡器。组合技术在慢速和快速衰落条件下均优于传统的线性和DFT插值方法。利用只有几个相邻子信道是所需子信道的主要干扰这一事实,可以大大降低均衡器的复杂性。通过计算机仿真验证了该算法的均方误差(MSE)和误码率(BER)性能。

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