Adaptive Signal Processing Nonlinear Block with Quadrature Generators Under Influence Broadband Noise

V. M. Artyushenko, V. I. Volovach
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引用次数: 2

Abstract

The issues, related to the synthesis of algorithms of adaptive nonlinear processing that are implemented through blocks of nonlinear processing with quadrature generators, are reviewed and analyzed. The use of adaptive nonlinear processing in the detection of weak signals against the background noise allows to take into account the density probability distribution and the sensitivity change of amplitude transfer characteristics of the blocks of nonlinear transformation to the magnitude of the current mismatch. We analyzed the operation of adaptive nonlinear block with the feedback the quadrature generators when exposed to broadband noise. It is shown that the task of adaptive nonlinear block is to achieve maximum noise reduction ratio and continuous tracking it when you change probabilistic properties of impact noise and in the presence of external disturbances. Its show the limitations imposed on the dynamic range of adaptive nonlinear block with quadrature generators.
宽带噪声影响下正交发生器的自适应信号处理非线性块
回顾和分析了与自适应非线性处理算法的综合相关的问题,这些问题是通过正交发生器的非线性处理块来实现的。采用自适应非线性处理对背景噪声进行微弱信号检测,可以考虑到非线性变换块的密度概率分布和幅值传递特性的灵敏度变化对电流失配幅度的影响。分析了带反馈正交发生器的自适应非线性块在宽带噪声环境下的工作特性。研究结果表明,自适应非线性块的任务是当冲击噪声的概率特性发生变化时,在外部干扰存在的情况下,实现最大的降噪比并对其进行连续跟踪。这说明了正交发生器对自适应非线性块动态范围的限制。
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