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首页> 外文期刊>IEEE Transactions on Vehicular Technology >Iterative Receiver for Joint Detection and Channel Estimation in OFDM Systems Under Mobile Radio Channels
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Iterative Receiver for Joint Detection and Channel Estimation in OFDM Systems Under Mobile Radio Channels

机译:移动无线电信道下用于OFDM系统联合检测和信道估计的迭代接收器

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摘要

In this paper, an iterative receiver for a joint data-detection and channel-estimation scheme is presented for orthogonal frequency-division multiplexing systems, which incorporates iterative decoding in the receiver. In the proposed scheme, a maximum a posteriori-based decoder and a channel estimator provide more reliable information on the coded bits for each other in an iterative manner. We first consider a practical implementation issue for the optimal minimum mean squared error two-dimensional (2-D) channel estimator as an essential element in the iterative receiver. To reduce the complexity of the 2-D estimator as suited to the iterative receiver, we focus on rigorously investigating how a separable estimator must be designed so that its structure may become asymptotically equivalent to that of the optimal 2-D estimator. Furthermore, we derive an analytical expression of the iterative process to evaluate a convergence performance as a function of the number of iterations and discuss its convergence property. Our simulation results demonstrate that the proposed iterative receiver achieves a near-ideal performance with only a few iterations under time-variant multipath fading channels.
机译:本文提出了一种用于正交频分复用系统的联合数据检测和信道估计方案的迭代接收机,该接收机在接收机中加入了迭代解码。在所提出的方案中,最大的基于后验的解码器和信道估计器以迭代方式彼此提供关于编码比特的更可靠的信息。我们首先考虑将最优最小均方误差二维(2-D)信道估计器作为迭代接收器中的基本元素的实际实现问题。为了降低适用于迭代接收器的2D估计器的复杂性,我们专注于严格研究必须如何设计可分离估计器,以便其结构可以渐近地等同于最佳2D估计器。此外,我们推导了迭代过程的解析表达式,以根据迭代次数评估收敛性能,并讨论其收敛特性。我们的仿真结果表明,所提出的迭代接收机在时变多径衰落信道下仅需进行几次迭代即可达到近乎理想的性能。

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