2nd International ICST Workshop on Performance Control in Wireless Sensor Networks

Research Article

A framework for QoI-inspired analysis for sensor network deployment planning

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  • @INPROCEEDINGS{10.4108/pwsn.2007.2295,
        author={Sadaf Zahedi and Chatschik Bisdikian},
        title={A framework for QoI-inspired analysis for sensor network deployment planning},
        proceedings={2nd International ICST Workshop on Performance Control in Wireless Sensor Networks},
        proceedings_a={PWSN},
        year={2010},
        month={5},
        keywords={},
        doi={10.4108/pwsn.2007.2295}
    }
    
  • Sadaf Zahedi
    Chatschik Bisdikian
    Year: 2010
    A framework for QoI-inspired analysis for sensor network deployment planning
    PWSN
    ICST
    DOI: 10.4108/pwsn.2007.2295
Sadaf Zahedi1,*, Chatschik Bisdikian2,*
  • 1: Univ. of California, Los Angeles, Electrical Engineering Department, Los Angeles, CA 90095-1594, USA
  • 2: IBM Corporation, Thomas J. Watson Research Center, Hawthorne, NY 10532, USA.
*Contact email: szahedi@ee.ucla.edu, bisdik@us.ibm.com

Abstract

The quality of information (QoI) that sensor networks provide to the applications they support is an important design goal for their deployment and use. In this paper, we introduce a layered framework for QoI-centered evaluation of sensor network deployment. The layered framework allows decomposing the deployment evaluation in three steps: input pre-processing, core analysis, and result post-processing. The layering allows the creation of a rich, modular toolkit for QoI-centered analysis that can accommodate both existing and new system modeling and analysis techniques. We demonstrate the utility of the framework by comparing the QoI performance of finite-sized sensor networks with general deployment topology. We also derive some new analysis results for the class of applications considered herein.