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Training Sequence Design for Discriminatory Channel Estimation in Wireless MIMO Systems

机译:无线MIMO系统中区分信道估计的训练序列设计。

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摘要

This paper proposes a training-based channel estimation scheme for achieving quality-of-service discrimination between legitimate and unauthorized receivers in wireless multiple-input multiple-output (MIMO) channels. The proposed method has applications ranging from user discrimination in wireless TV broadcast systems to the prevention of eavesdropping in secret communications. By considering a wireless MIMO system that consists of a multiple-antenna transmitter, a legitimate receiver (LR) and an unauthorized receiver (UR), we propose a multi-stage training-based discriminatory channel estimation (DCE) scheme that aims to optimize the channel estimation performance of the LR while limiting the channel estimation performance of the UR. The key idea is to exploit the channel estimate fed back from the LR at the beginning of each stage to enable the judicious use of artificial noise (AN) in the training signal. Specifically, with knowledge of the LR's channel, AN can be properly superimposed with the training data to degrade the UR's channel without causing strong interference on the LR. The channel estimation performance of the LR in earlier stages may not be satisfactory due to the inaccuracy of the channel estimate and constraints on the UR's estimation performance, but can improve rapidly in later stages as the quality of channel estimate improves. The training data power and AN power are optimally allocated by minimizing the normalized mean-square error (NMSE) of the LR subject to a lower limit constraint on the NMSE of the UR. The proposed DCE scheme is then extended to the case with multiple LRs and multiple URs. Simulation results are presented to demonstrate the effectiveness of the proposed DCE scheme.
机译:本文提出了一种基于训练的信道估计方案,用于实现无线多输入多输出(MIMO)信道中合法接收机与未授权接收机之间的服务质量区分。所提出的方法的应用范围从无线电视广播系统中的用户辨别到防止秘密通信中的窃听。通过考虑由多天线发射器,合法接收器(LR)和未授权接收器(UR)组成的无线MIMO系统,我们提出了一种基于多阶段训练的鉴别信道估计(DCE)方案,旨在优化LR的信道估计性能,同时限制UR的信道估计性能。关键思想是在每个阶段的开始利用从LR反馈的信道估计值,以使能够在训练信号中明智地使用人工噪声(AN)。具体地,在了解了LR的信道的情况下,可以将AN与训练数据适当地叠加以降低UR的信道,而不会对LR造成强烈干扰。由于信道估计的不精确性和对UR的估计性能的限制,LR在较早阶段的信道估计性能可能无法令人满意,但是随着信道估计质量的提高,LR在较早阶段的信道估计性能可能会迅速提高。通过使LR的归一化均方误差(NMSE)受到对UR的NMSE的下限限制,可以最佳地分配训练数据功率和AN功率。然后将提出的DCE方案扩展到具有多个LR和多个UR的情况。仿真结果表明了所提出的DCE方案的有效性。

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