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Adaptive Kalman Receiver for OFDM Systems with Transmit Diversity in Mobile Wireless Channels

机译:移动无线信道中具有发送分集的OFDM系统的自适应Kalman接收机

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A new joint channel tracking and symbol detection scheme is proposed in this paper for pilot symbol assisted transmit diversity OFDM systems by exploiting the correlation of the adjacent subchannels. Modelling the channel frequency response of every subcarrier corresponding to each transmit antenna as random processes, we employ Kalman filters for both channel tracking and subsequent decoding with diversity gain. Among different stochastic models, the AR model is adopted herein for channel dynamics. Since the proposed adaptive receiver uses two Kalman filters to track the variations of the channel and subsequently to detect the information symbols, they are combined in the coupled receiver structure. Finally the performance of the proposed method is studied through experimental results.
机译:通过利用相邻子信道的相关性,针对导频符号辅助的发射分集OFDM系统,提出了一种新的联合信道跟踪和符号检测方案。将与每个发射天线对应的每个子载波的信道频率响应建模为随机过程,我们采用卡尔曼滤波器进行信道跟踪和随后的具有分集增益的解码。在不同的随机模型中,AR模型在这里被采用以用于信道动态。由于所提出的自适应接收机使用两个卡尔曼滤波器来跟踪信道的变化并随后检测信息符号,因此将它们组合在耦合接收机结构中。最后通过实验结果研究了该方法的性能。

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