Modeling the power consumption of audio signal processing computations using customized numerical representations

R. Chamberlain; E. Hemmeter; R. Morley; J. White

doi:10.1109/SIMSYM.2003.1192820

Modeling the power consumption of audio signal processing computations using customized numerical representations

R. Chamberlain
, E. Hemmeter
, R. Morley
, J. White

Department of Computer Science & Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

5 Scopus citations

Abstract

This paper explores the impact that numerical representation has on the power consumption of audio signal processing applications. The motivation is digital hearing aids, for which minimizing the power consumption is a critical design goal. We investigate two aspects of this problem. First, we evaluate the validity of using signal transition counts to model actual power consumption within this problem domain, and second, we compare the relative power consumption of multiply-accumulate operations for several customized numerical representations.

Original language	English
Title of host publication	Proceedings - 36th Annual Simulation Symposium, ANSS 2003
Publisher	IEEE Computer Society
Pages	249-255
Number of pages	7
ISBN (Electronic)	0769519113
DOIs	https://doi.org/10.1109/SIMSYM.2003.1192820
State	Published - 2003
Event	36th Annual Simulation Symposium, ANSS 2003 - Orlando, United States Duration: Mar 30 2003 → Apr 2 2003

Publication series

Name	Proceedings - Simulation Symposium
Volume	2003-January
ISSN (Print)	1080-241X

Conference

Conference	36th Annual Simulation Symposium, ANSS 2003
Country/Territory	United States
City	Orlando
Period	03/30/03 → 04/2/03

Keywords

Batteries
Circuit simulation
Energy consumption
Hearing aids
Integrated circuit synthesis
Power engineering and energy
Power engineering computing
Power system modeling
Signal processing
Very large scale integration

Access to Document

10.1109/SIMSYM.2003.1192820

Cite this

Chamberlain, R., Hemmeter, E., Morley, R., & White, J. (2003). Modeling the power consumption of audio signal processing computations using customized numerical representations. In Proceedings - 36th Annual Simulation Symposium, ANSS 2003 (pp. 249-255). Article 1192820 (Proceedings - Simulation Symposium; Vol. 2003-January). IEEE Computer Society. https://doi.org/10.1109/SIMSYM.2003.1192820

@inproceedings{b9452fe464b34dd4830a9007c0598c19,

title = "Modeling the power consumption of audio signal processing computations using customized numerical representations",

abstract = "This paper explores the impact that numerical representation has on the power consumption of audio signal processing applications. The motivation is digital hearing aids, for which minimizing the power consumption is a critical design goal. We investigate two aspects of this problem. First, we evaluate the validity of using signal transition counts to model actual power consumption within this problem domain, and second, we compare the relative power consumption of multiply-accumulate operations for several customized numerical representations.",

keywords = "Batteries, Circuit simulation, Energy consumption, Hearing aids, Integrated circuit synthesis, Power engineering and energy, Power engineering computing, Power system modeling, Signal processing, Very large scale integration",

author = "R. Chamberlain and E. Hemmeter and R. Morley and J. White",

note = "Publisher Copyright: {\textcopyright} 2003 IEEE.; 36th Annual Simulation Symposium, ANSS 2003 ; Conference date: 30-03-2003 Through 02-04-2003",

year = "2003",

doi = "10.1109/SIMSYM.2003.1192820",

language = "English",

series = "Proceedings - Simulation Symposium",

publisher = "IEEE Computer Society",

pages = "249--255",

booktitle = "Proceedings - 36th Annual Simulation Symposium, ANSS 2003",

}

Chamberlain, R, Hemmeter, E, Morley, R & White, J 2003, Modeling the power consumption of audio signal processing computations using customized numerical representations. in Proceedings - 36th Annual Simulation Symposium, ANSS 2003., 1192820, Proceedings - Simulation Symposium, vol. 2003-January, IEEE Computer Society, pp. 249-255, 36th Annual Simulation Symposium, ANSS 2003, Orlando, United States, 03/30/03. https://doi.org/10.1109/SIMSYM.2003.1192820

Modeling the power consumption of audio signal processing computations using customized numerical representations. / Chamberlain, R.; Hemmeter, E.; Morley, R. et al.
Proceedings - 36th Annual Simulation Symposium, ANSS 2003. IEEE Computer Society, 2003. p. 249-255 1192820 (Proceedings - Simulation Symposium; Vol. 2003-January).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Modeling the power consumption of audio signal processing computations using customized numerical representations

AU - Chamberlain, R.

AU - Hemmeter, E.

AU - Morley, R.

AU - White, J.

PY - 2003

Y1 - 2003

N2 - This paper explores the impact that numerical representation has on the power consumption of audio signal processing applications. The motivation is digital hearing aids, for which minimizing the power consumption is a critical design goal. We investigate two aspects of this problem. First, we evaluate the validity of using signal transition counts to model actual power consumption within this problem domain, and second, we compare the relative power consumption of multiply-accumulate operations for several customized numerical representations.

AB - This paper explores the impact that numerical representation has on the power consumption of audio signal processing applications. The motivation is digital hearing aids, for which minimizing the power consumption is a critical design goal. We investigate two aspects of this problem. First, we evaluate the validity of using signal transition counts to model actual power consumption within this problem domain, and second, we compare the relative power consumption of multiply-accumulate operations for several customized numerical representations.

KW - Batteries

KW - Circuit simulation

KW - Energy consumption

KW - Hearing aids

KW - Integrated circuit synthesis

KW - Power engineering and energy

KW - Power engineering computing

KW - Power system modeling

KW - Signal processing

KW - Very large scale integration

UR - https://www.scopus.com/pages/publications/84874880925

U2 - 10.1109/SIMSYM.2003.1192820

DO - 10.1109/SIMSYM.2003.1192820

M3 - Conference contribution

AN - SCOPUS:84874880925

T3 - Proceedings - Simulation Symposium

SP - 249

EP - 255

BT - Proceedings - 36th Annual Simulation Symposium, ANSS 2003

PB - IEEE Computer Society

T2 - 36th Annual Simulation Symposium, ANSS 2003

Y2 - 30 March 2003 through 2 April 2003

ER -

Modeling the power consumption of audio signal processing computations using customized numerical representations

Abstract

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Keywords

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