Title :
Power reduction by varying sampling rate
Author :
Dieter, William R. ; Datta, Srabosti ; Kai, Wong Key
Author_Institution :
Electr. & Comput. Eng. Dept., Kentucky Univ., Lexington, KY, USA
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.
Keywords :
digital signal processing chips; power consumption; signal sampling; CPU speed; DSP system; FIR filter; Nyquist rate; digital signal processing system; frequency scaling; input signal; power consumption; power reduction; static sampling rate; variable sampling rate technique; voltage scaling; Clocks; Digital signal processing; Energy consumption; Frequency; Power engineering and energy; Power engineering computing; Real time systems; Sampling methods; Signal processing; Signal sampling;
Conference_Titel :
Low Power Electronics and Design, 2005. ISLPED '05. Proceedings of the 2005 International Symposium on
Print_ISBN :
1-59593-137-6
DOI :
10.1109/LPE.2005.195519