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首页> 外文期刊>Automatica Sinica, IEEE/CAA Journal of >An intelligent optimization approach to non-stationary interference suppression for wireless networks
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An intelligent optimization approach to non-stationary interference suppression for wireless networks

机译:无线网络非平稳干扰抑制的智能优化方法

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摘要

In this paper, we propose a new technique to effectively suppress non-stationary interference signal for wireless networks. This technique combines a new scheme of interference signal estimation with the intelligent optimization projection. In order to capture interference signal ʼ s subspace, a time-varying method is used to estimate the non-stationary interference. Orthogonal polynomials are used for the basis function instead of the power of the time to reduce the computational complexity. The interference is then removed from the corrupted signal by subspace projection, resulting in less distortion to the desired signal. The performance of this approach is validated by computer simulation.
机译:在本文中,我们提出了一种有效抑制无线网络中非平稳干扰信号的新技术。该技术将干扰信号估计的新方案与智能优化投影相结合。为了捕获干扰信号的子空间,使用时变方法来估计非平稳干扰。正交多项式用于基函数而不是时间的幂,以减少计算复杂度。然后通过子空间投影从损坏的信号中消除干扰,从而使所需信号的失真较小。通过计算机仿真验证了该方法的性能。

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