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引用次数: 4

摘要

本文讨论了计算机中信号的符号表示和操作以及信号处理操作。与数字表示和操作相比,信号的符号表示和操作是对信号属性和信号描述的操作,而不是对信号值的计算。我们确定了三类信号的符号操作——信号属性的符号操作、信号处理表达式的重排和抽象信号类的操作——我们描述了扩展信号处理语言和交互计算环境(E-SPLICE),一个用于信号符号操作的系统。给出了信号符号处理的实例,包括表达式简化、表达式等价形式的生成、信号属性的处理、计算代价的测量以及信号处理算法实现的选择。
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Symbolic representation and manipulation of signals
This paper discusses the symbolic representation and manipulation of signals and signal processing operations in computers. Symbolic representation and manipulation of signals, in contrast to numerical representation and manipulation, is the manipulation of signal properties and signal descriptions, rather than the computation of signal values. We identify three classes of symbolic manipulations of signals - symbolic manipulation of signal properties, rearrangement of signal processing expressions, and manipulation of abstract signal classes - and we describe the Extended Signal Processing Language and Interactive Computing Environment (E-SPLICE), a system for the symbolic manipulation of signals. Examples of the symbolic manipulation of signals are given, including expression simplification, generation of equivalent forms of an expression, the manipulation of signal properties, the measurement of computational cost, and the selection of signal processing algorithm implementation.
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