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首页> 外文期刊>IEEE Transactions on Signal Processing >On Spectral Theory of Cyclostationary Signals in Multirate Systems
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On Spectral Theory of Cyclostationary Signals in Multirate Systems

机译:多速率系统中循环平稳信号的频谱理论

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摘要

This paper studies two problems in the spectral theory of discrete-time cyclostationary signals: the cyclospectrum representation and the cyclospectrum transformation by linear multirate systems. Four types of cyclospectra are presented, and their interrelationships are explored. In the literature, the problem of cyclospectrum transformation by linear systems was investigated only for some specific configurations and was usually developed with inordinate complexities due to lack of a systematic approach. A general multirate system that encompasses most common systems--linear time-invariant systems and linear periodically time-varying systems--is proposed as the unifying framework; more importantly, it also includes many configurations that have not been investigated before, e.g., fractional sample-rate changers with cyclostationary inputs. The blocking technique provides a systematic solution as it associates a multirate system with an equivalent linear time-invariant system and cyclostationary signals with stationary signals; thus, the original problem is elegantly converted into a relatively simple one, which is solved in the form of matrix multiplication.
机译:本文研究了离散时间循环平稳信号的频谱理论中的两个问题:循环频谱表示和线性多速率系统的循环频谱变换。介绍了四种类型的环谱,并探讨了它们之间的相互关系。在文献中,仅针对某些特定配置研究了通过线性系统进行的环谱变换问题,由于缺乏系统的方法,该问题通常具有复杂性。作为统一框架,提出了一个通用的多速率系统,该系统涵盖了最常见的系统-线性时不变系统和线性周期性时变系统。更重要的是,它还包括许多以前没有研究过的配置,例如带有循环平稳输入的小数采样率转换器。阻塞技术提供了系统的解决方案,因为它将多速率系统与等效线性时不变系统相关联,并将循环平稳信号与平稳信号相关联;因此,原始问题可以优雅地转换为相对简单的问题,并以矩阵乘法的形式解决。

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