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Optimize storage placement in sensor networks

  • College of William and Mary

Research output: Contribution to journal › Article › peer-review

Abstract

Data storage has become an important issue in sensor networks as a large amount of collected data need to be archived for future information retrieval. Storage nodes are introduced in this paper to store the data collected from the sensors in their proximities. The storage nodes alleviate the heavy load of transmitting all data to a central place for archiving and reduce the communication cost induced by the network query. The objective of this paper is to address the storage node placement problem aiming to minimize the total energy cost for gathering data to the storage nodes and replying queries. We examine deterministic placement of storage nodes and present optimal algorithms based on dynamic programming. Further, we give stochastic analysis for random deployment and conduct simulation evaluation for both deterministic and random placements of storage nodes.

Original languageEnglish
Article number5473232
Pages (from-to)1437-1450
Number of pages14
JournalIEEE Transactions on Mobile Computing
Volume9
Issue number10
DOIs
StatePublished - Oct 2010

ASJC Scopus Subject Areas

  • Software
  • Computer Networks and Communications
  • Electrical and Electronic Engineering

Keywords

  • data query
  • data storage
  • Wireless sensor networks

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