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首页> 外文期刊>IEEE transactions on wireless communications >A Refined Channel Estimation Method for STBC/OFDM Systems in High-Mobility Wireless Channels
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A Refined Channel Estimation Method for STBC/OFDM Systems in High-Mobility Wireless Channels

机译:高移动性无线信道中STBC / OFDM系统的一种改进的信道估计方法

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摘要

In this paper, we investigate channel estimation for orthogonal frequency division multiplexing (OFDM) systems with space-time block code (STBC) in mobile wireless channels. Our proposed method consists of two-stage processing and is developed on the basis of the classical discrete Fourier transform (DFT)-based channel estimation method. In the initialization stage, we employ a multipath interference cancellation technique to estimate multipath delays and multipath complex gains. In the tracking stage, we develop a refined decision-feedback (DF) DFT-based channel estimation method in which a few pilot tones inserted in OFDM data symbols are applied to form an optimal gradient vector at the first iteration such that the error propagation effect is mitigated. In order to reduce computational complexity, an approximate weighting matrix is adopted to avoid matrix inversion. We demonstrate the proposed method through computer simulation of an STBC/OFDM system with two transmit antennas and a single receive antenna. The results show that our method outperforms the classical DFT-based method, the STBC-based minimum mean square error (MMSE) method, and the Kalman filtering method as well, and that significant signal-to-noise ratio (SNR) performance improvement can be achieved, especially when a high-level modulation scheme, e.g. 16QAM, is adopted in high-mobility environments.
机译:在本文中,我们研究了移动无线信道中具有空时分组码(STBC)的正交频分复用(OFDM)系统的信道估计。我们提出的方法包括两步处理,是在基于经典离散傅里叶变换(DFT)的信道估计方法的基础上开发的。在初始化阶段,我们采用多径干扰消除技术来估计多径延迟和多径复数增益。在跟踪阶段,我们开发了一种基于DFT的改进的决策反馈(DF)信道估计方法,其中在OFDM数据符号中插入一些导频音,以便在第一次迭代时形成最佳梯度矢量,从而实现误差传播效果被缓解。为了降低计算复杂度,采用近似加权矩阵来避免矩阵求逆。我们通过对具有两个发射天线和一个接收天线的STBC / OFDM系统进行计算机仿真,演示了所提出的方法。结果表明,我们的方法优于传统的基于DFT的方法,基于STBC的最小均方误差(MMSE)方法和卡尔曼滤波方法,并且可以显着提高信噪比(SNR)性能可以实现,特别是在高级调制方案下,例如在高机动性环境中采用16QAM。

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