Power reduction by varying sampling rate

W. Dieter, S. Datta, Wong Key Kai
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引用次数: 57

Abstract

The rate at which a digital signal processing (DSP) system operates depends on the highest frequency component in the input signal. DSP applications must sample their inputs at a frequency at least twice the highest frequency in the input signal (i.e., the Nyquist rate) to accurately reproduce the signal. Typically a fixed sampling rate, guaranteed to always be high enough, is used. However, an input signal may have periods when the signal has little high frequency content as well as periods of silence. When the input signal has no perceptible high frequency components, the system can reduce its sampling rate, thereby reducing the number of samples processed per second, allowing the CPU speed to be scaled down without reducing output quality. This paper describes how to reduce power consumption in DSP applications by varying the amount of processing based on the input signal, and reports results of experiments with a prototype implementation. Experiments with a prototype show that when the system performs little processing, the added overhead of the variable sampling rate technique increased power consumption. When the system performs more processing, 18 FIR filters per frame, the power consumption was reduced to 40 % of the power required for a static sampling rate, while not reducing sound quality.
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通过改变采样率来降低功率
数字信号处理(DSP)系统的工作速率取决于输入信号中的最高频率分量。DSP应用必须以输入信号中最高频率(即奈奎斯特速率)的至少两倍的频率对其输入进行采样,以准确地再现信号。通常使用固定的采样率,以保证始终足够高。然而,一个输入信号可能有一些周期,当信号有很少的高频内容,以及沉默的周期。当输入信号没有可察觉的高频成分时,系统可以降低其采样率,从而减少每秒处理的采样数,从而在不降低输出质量的情况下降低CPU速度。本文介绍了如何根据输入信号改变处理量来降低DSP应用中的功耗,并报告了一个原型实现的实验结果。样机实验表明,当系统执行少量处理时,可变采样率技术所增加的开销增加了功耗。当系统执行更多的处理时,每帧18个FIR滤波器,功耗降低到静态采样率所需功率的40%,同时不降低声音质量。
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