Performance of antenna array receivers in autoregressive flat fading channels

M. Yan, B. Rao
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Abstract

In this paper, we make use of our general results on tracking fast fading channels to study several important special cases to provide insights and explore connections with well known existing results. The following special cases are considered: quasi-static Rayleigh fading channels, fast Rician fading channels and fully correlated fast Rayleigh fading channels. In particular, the role of channel estimation errors, antenna correlation and user signal correlation on detector performance are quantified. In addition, we quantify the effect of the number of training symbols on the performance of our MAP receiver with a Kalman filter. Finally, we compare our MAP receiver with two other adaptive receivers, the adaptive channel predictor and the adaptive MMSE combiner. The study uses a combination of analysis and simulations.
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天线阵列接收机在自回归平坦衰落信道中的性能
在本文中,我们利用我们在跟踪快速衰落信道方面的一般结果来研究几个重要的特殊情况,以提供见解并探索与已知现有结果的联系。考虑了以下几种特殊情况:准静态瑞利衰落信道、快速瑞利衰落信道和完全相关快速瑞利衰落信道。具体地,量化了信道估计误差、天线相关和用户信号相关对检测器性能的影响。此外,我们用卡尔曼滤波器量化了训练符号数量对MAP接收器性能的影响。最后,我们将MAP接收器与另外两种自适应接收器,自适应信道预测器和自适应MMSE合并器进行了比较。这项研究采用了分析和模拟相结合的方法。
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