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conference paper

Design Exploration of Energy-Performance Trade-offs for Wireless Sensor Networks

Beretta, Ivan  
•
Rincon, Francisco
•
Khaled, Nadia
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2012
Proceedings of the IEEE/ACM 2012 Design Automation Conference (DAC)
IEEE/ACM 2012 Design Automation Conference (DAC)

Wireless sensor networks (WNSs) are gradually evolving from a promising technology to a well-established reality in a large set of different domains. In order to fulfill the requirements of the specific scenario, a WSN must provide the right tradeoffs between performance and lifetime, which is heavily determined by the network design. However, although the complexity of WSNs is increasing, the design space exploration is often carried out manually without the support of a general analytical methodology. In this paper, we advocate a model-based approach as an efficient and scalable way to explore the energy-performance tradeoffs during the design. In particular, we show that it is possible to define system-level models to describe wide classes of WSNs, providing a quick and accurate network evaluation. As a proof of concept, we propose a general model that describes the main characteristics of a class of WSNs for health monitoring, and we apply it to a real case study. The results show that the energy-performance estimation error of the model never exceeds 1.74% compared to real data, and the evaluation time is reduced by several orders of magnitude with respect to a network simulation.

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Type
conference paper
DOI
10.1145/2228360.2228549
Web of Science ID

WOS:000309256800152

Author(s)
Beretta, Ivan  
Rincon, Francisco
Khaled, Nadia
Grassi, Paolo Roberto  
Rana, Vincenzo  
Atienza Alonso, David  
Date Issued

2012

Publisher

IEEE

Publisher place

San Francisco

Published in
Proceedings of the IEEE/ACM 2012 Design Automation Conference (DAC)
ISBN of the book

978-1-4503-1199-1

Total of pages

6

Start page

1043

End page

1048

Subjects

system-level design

•

wireless sensor networks

•

design exploration

•

energy optimization

•

multi-objective optimization

•

wireless body sensor networks

•

model-based design

•

model development

•

network architecture and design

•

WSN

•

WBSN

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
ESL  
Event nameEvent placeEvent date
IEEE/ACM 2012 Design Automation Conference (DAC)

San Francisco, California, USA

June 3-7, 2012

Available on Infoscience
March 18, 2012
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/78849
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