Energy efficient information processing in wireless sensor networks

Bang Wang, M. LI, Hock Beng Lim, Di Ma, Cheng Fu, Subhas Chandra Misra (Editor), Isaac Woungang (Editor), Sudip Misra (Editor)

Research output: Chapter in Book/Report/Conference proceedingChapter

Abstract

Wireless sensor networks (WSN), which normally consist of hundreds or thousands of sensor nodes each capable of sensing, processing, and transmitting environmental information, are deployed to monitor certain physical phenomena or to detect and track certain objects in an area of interests. Since the sensor nodes are equipped with battery only with limited energy, energy efficient information processing is of critical importance to operate the deployed networks as long as possible. This chapter presents how some classical information processing problems, mainly focusing on estimation and classification, need to be reexamined in such energy constrained WSNs. We first present the basics of estimation and classification and certain typical solutions. We then introduce the requirements for supporting their counterparts in WSNs. Some recent energy efficient information processing algorithms are then reviewed to illustrate how to enforce energy efficient information processing in WSNs. Examples, questions, and solutions are also provided to help the understanding of the topic in this chapter.
Original languageEnglish
Title of host publicationGuide to Wireless Sensor Networks
Place of PublicationLondon, United Kingdom
PublisherSpringer
Pages1-26
Number of pages25
Volume17
ISBN (Print)978-1-84882-217-7
DOIs
Publication statusPublished - Jan 2009

Publication series

NameComputer Communications and Networks
PublisherSpringer

Keywords

  • wireless sensor networks
  • sensor nodes
  • sensing
  • processing
  • transmitting
  • environmental information
  • deployed networks
  • information processing

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    Wang, B., LI, M., Lim, H. B., Ma, D., Fu, C., Misra, S. C. (Ed.), Woungang, I. (Ed.), & Misra, S. (Ed.) (2009). Energy efficient information processing in wireless sensor networks. In Guide to Wireless Sensor Networks (Vol. 17, pp. 1-26). (Computer Communications and Networks). Springer. https://doi.org/10.1007/978-1-84882-218-4_1