Document Type
Technical Report
Publication Date
2003-05-01
Technical Report Number
WUCSE-2003-30
Abstract
This thesis examines the effects of changing the numerical representation of audio signals in digital hearing aids to minimize power consumption. Within the hearing aid design a majority of the power used is consumed in the many finite impulse response filters. The main processing involved in these filters is a multiply-accumulate function. We examine the power consumption of 12 different multiply-accumulate units that use the following numerical representations: a 16-bit linear representation, a 9-bit logarithmic representation, and 10 different floating-point rep-representations ranging from 9 to 13 bits. A selection of the multiply-accumulators are simulated using a continuous-circuit simulator. The power estimates from this are compared with signal transition counts from a discrete event simulator to quantify the relationship between transition counts and power consumption. This relationship is then used to examine other numerical representations.
Recommended Citation
Hemmeter, Eric E., "Reducing Power Consumption Using Customized Numerical Representations in Digital Hearing Aids" Report Number: WUCSE-2003-30 (2003). All Computer Science and Engineering Research.
https://openscholarship.wustl.edu/cse_research/1076
Comments
Permanent URL: http://dx.doi.org/10.7936/K7Z60MDT