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Turbo-greedy coding for high data rate wireless communications: principles and robustness

机译:高数据速率无线通信的涡轮贪图编码:原则和鲁棒性

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In this paper, we present a novel iterative-greedy demodulation-decoding algorithm for turbo codes for multiple antenna systems. The decoding algorithm is based on a recently introduced novel greedy detection method for multiuser communications. The iterative-greedy demodulation-decoding algorithm is characterized by the exchange of soft information between the demodulator and the decoder, and the significant decrease in computational complexity, as compared to the standard method of iterative demodulation-decoding, with only a slight degradation in performance. This is due to the novel, greedy method of calculating the log-likelihoods to be used in the iterative decoding process, where only a small subset of the possible received vectors is considered, resulting in a receiver with only polynomial complexity in the number of transmit antennas. Finally, we demonstrate the robustness of the proposed algorithm with respect to channel estimation errors.
机译:在本文中,我们为多个天线系统提供了一种新的迭代贪婪解调解码算法,用于多个天线系统。解码算法基于最近引入的多用户通信的新型贪婪检测方法。迭代 - 贪婪解调解码算法的特征在于解调器和解码器之间的软信息,以及与迭代解调解码的标准方法相比,计算复杂性的显着降低,只有略有下降。这是由于在迭代解码过程中计算要使用的日志似然性的新颖,贪婪的方法,其中仅考虑可能接收的矢量的小子集,导致接收器具有在发射次数中具有多项式复杂度的接收器天线。最后,我们展示了所提出的算法关于信道估计误差的鲁棒性。

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