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首页> 外文期刊>IEEE Transactions on Signal Processing >Limits on discrete modulated signals
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Limits on discrete modulated signals

机译:离散调制信号的限制

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摘要

We develop theorems of a general nature that apply to the analysis of AM-FM signals of the form a(m)exp [j/spl phi/(m)] or a(m) cos [/spl phi/(m)] and to their behavior both in linear systems and in simple nonlinear systems comprised of products of linear elements. Such product-systems include interesting nonlinear demodulation operators, such as the Teager-Kaiser (1990) operator. Expressions for the approximate system responses to AM-FM signals are derived by making an analogy to the eigenfunction interpretation of sinusoids in linear systems; for the case of sinusoidal signals, the approximations are exact. These expressions are collectively called quasieigenfunction approximations (QEAs). For nonsinusoidal AM-FM signals, the approximations have errors that are tightly bounded by functionals that express the smoothness of the AM and FM information signals and the durations of the involved system impulse responses. The bounds are independent of the bandwidths of the AM and FM functions. Two general applications are considered. First, the approximations are found to be useful for analyzing discrete-time nonlinear energy operators, including the Teager-Kaiser operator. Next, the approximation theorems lead to the selection of an optimal class of bandpass filters for use in a discrete multiband AM-FM demodulation system. The filter class selected is optimal in the sense of achieving the lower bound of a novel discrete uncertainty principle.
机译:我们开发了适用于分析a(m)exp [j / spl phi /(m)]或a(m)cos [/ spl phi /(m)]形式的AM-FM信号的一般性定理以及它们在线性系统和由线性元素乘积组成的简单非线性系统中的行为。这样的产品系统包括有趣的非线性解调算子,例如Teager-Kaiser(1990)算子。通过对线性系统中正弦波的本征函数解释进行类推,得出对AM-FM信号的近似系统响应的表达式。对于正弦信号,近似值是精确的。这些表达式统称为准特征函数近似(QEA)。对于非正弦的AM-FM信号,近似值的误差受到表示AM和FM信息信号的平滑度以及所涉及的系统脉冲响应的持续时间的函数的严格限制。范围与AM和FM功能的带宽无关。考虑了两个一般应用。首先,发现近似值对于分析离散时间非线性能量算子(包括Teager-Kaiser算子)很有用。接下来,近似定理导致选择用于离散多频带AM-FM解调系统的最佳带通滤波器类别。在实现新颖的离散不确定性原理的下限的意义上,选择的滤波器类别是最佳的。

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