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An automatic scaling method for the programming of fixed-point digital signal processors

机译:用于定点数字信号处理器编程的自动缩放方法

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The use of fixed-point digital signal processors required a scaling of data at each arithmetic step to prevent overflows while keeping the accuracy. A development method which can automate this process is proposed. The programming uses a model of a hypothetical floating-point digital signal processor and a floating-point format for data representation. However, the program and data are automatically translated to fixed-point counterparts in order not to sacrifice the execution speed. To derive this method, an internal data representation method which consists of the mantissa, the exponent, and the range is employed. A pre-scaling-type fixed-point ALU architecture is used for the development of the proposed method.
机译:定点数字信号处理器的使用要求每个算术步骤都按比例缩放数据,以防止溢出,同时又保持精度。提出了一种可以使该过程自动化的开发方法。该编程使用假设的浮点数字信号处理器模型和浮点格式进行数据表示。但是,程序和数据会自动转换为定点副本,以免牺牲执行速度。为了推导该方法,采用了由尾数,指数和范围组成的内部数据表示方法。预缩放类型的定点ALU体系结构用于该方法的开发。

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