Investigating the tradeoffs between spatial granularity and energy requirements in wireless sensor networks

Davut Incebacak*, Kemal Bicakci, Bulent Tavli

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Citation (Scopus)

Abstract

In some wireless sensor network applications like precision agriculture, the network area is divided into a number of well-defined regions (spatial granules) and for each spatial granule a separate measurement is made. In performing the task of collecting the data pertaining to these measurements, there is an inherent tradeoff between number of spatial granules and minimum energy requirements of sensor nodes deployed in the area. In this paper, through a linear programming (LP) framework, we investigate the impact of spatial granularity of measurements on the energy requirements of sensor network. Once redundancy is defined in this context as the duplication of data collected for each granule, our LP model also allows us to determine almost achievable performance benchmarks in idealized yet practical settings which are achievable when redundancy is totally eliminated.

Original languageEnglish
Title of host publicationProceedings - UKSim 4th European Modelling Symposium on Computer Modelling and Simulation, EMS2010
Pages414-419
Number of pages6
DOIs
Publication statusPublished - 2010
Externally publishedYes
EventUKSim 4th European Modelling Symposium on Computer Modelling and Simulation, EMS2010 - Pisa, Italy
Duration: 17 Nov 201019 Nov 2010

Publication series

NameProceedings - UKSim 4th European Modelling Symposium on Computer Modelling and Simulation, EMS2010

Conference

ConferenceUKSim 4th European Modelling Symposium on Computer Modelling and Simulation, EMS2010
Country/TerritoryItaly
CityPisa
Period17/11/1019/11/10

Keywords

  • Component
  • Energy requirement
  • Linear programming
  • Redundancy
  • Spatial granularity
  • Wireless sensor network

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