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首页> 外文期刊>IEEE Transactions on Signal Processing >Blind channel identification and equalization with modulation-induced cyclostationarity
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Blind channel identification and equalization with modulation-induced cyclostationarity

机译:调制引起的循环平稳性的盲信道识别和均衡

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Recent results have pointed out the importance of inducing cyclostationarity at the transmitter for blind identification and equalization of communication channels. This paper addresses blind channel identification and equalization relying on the modulation-induced cyclostationarity, without introducing redundancy at the transmitter. It is shown that single-input single-output channels can be identified uniquely from output second-order cyclic statistics, irrespective of the location of channel zeros, color of additive stationary noise, or channel order overestimation errors, provided that the period of modulation-induced cyclostationarity is greater than half the channel length. Linear, closed-form, nonlinear correlation matching, and subspace-based approaches are developed for channel estimation and are tested using simulations. Necessary and sufficient blind channel identifiability conditions are presented. A Wiener cyclic equalizer is also proposed.
机译:最近的结果指出了在发射机处引起循环平稳性对于盲目识别和通信信道均衡的重要性。本文解决了基于调制引起的循环平稳性的盲信道识别和均衡问题,而没有在发射机处引入冗余。结果表明,只要调制周期为-,可以从输出二阶循环统计信息中唯一地识别出单输入单输出信道,而与信道零的位置,附加平稳噪声的颜色或信道阶高估误差无关。引起的循环平稳性大于通道长度的一半。开发了线性,闭式,非线性相关匹配和基于子空间的方法来进行信道估计,并使用仿真进行了测试。提出了必要和充分的盲信道可识别性条件。还提出了一种维纳循环均衡器。

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