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首页> 外文期刊>IEEE Transactions on Signal Processing >A moment-based blind method for identification of FIR down-link DS-CDMA channels
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A moment-based blind method for identification of FIR down-link DS-CDMA channels

机译:基于矩的盲法识别FIR下行DS-CDMA信道

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摘要

In order to achieve lower bit error rates (BERs), multiuser detection techniques have been proposed. Generally, multiuser detectors can provide excellent performance only when channel parameters are precisely known. In this paper, we propose a moment-based blind method to estimate down-link channels precisely. The mean square error (MSE) expression of the channel vector estimate has been derived. Through simulations, we show the effect of the channel estimation error on the performance of a multiuser detector. In this paper, we also show that finite impulse response (FIR) channels can be blindly identified by using the proposed method and the spreading operation. Since the spreading operation of the code division multiple access (CDMA) can induce cyclostationarity, any FIR channel can be identified by the proposed method. Of course, in order to guarantee identifiability, some conditions on the spreading codes will be satisfied. In this paper, these conditions are also found.
机译:为了实现较低的误码率(BER),已经提出了多用户检测技术。通常,仅当精确知道通道参数时,多用户检测器才能提供出色的性能。在本文中,我们提出了一种基于矩的盲法来精确估计下行链路信道。推导了信道矢量估计的均方误差(MSE)表达式。通过仿真,我们显示了信道估计误差对多用户检测器性能的影响。在本文中,我们还表明,使用所提出的方法和扩展操作可以盲目地识别有限脉冲响应(FIR)信道。由于码分多址(CDMA)的扩频操作会引起循环平稳性,因此,所提出的方法可以识别任何FIR信道。当然,为了保证可识别性,将满足扩展码的一些条件。在本文中,也找到了这些条件。

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