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Effects of multiple collaborated data streams in wireless sensor networks

Published: 19 March 2009 Publication History

Abstract

Wireless sensor networks, in our paper, MICAz radio boards with sensors attached to them. Allow us to collect many information around us. When multiple collaborated input streams present, understanding the data with correct data fusion algorithms is important. In this paper, we will present the influences of the thresholds on data from wireless sensors. The hardware used in our project is the Berkeley mote MPR2400 and the MTS310 sensor board. The MIB600 is used as the Ethernet gateway interface for the motes. The MTS310 sensor is used successfully in the project to collect data from passing vehicles. The main topic of this project was to implement a form of machine learning by having the back end computer predict with high confidence that there is a vehicle present. The program MoteView is very efficient in configuring and surveying the motes in real time. This paper is an attempt to demonstrate the abilities of the current wireless sensor network technology.

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      cover image ACM Other conferences
      ACMSE '09: Proceedings of the 47th annual ACM Southeast Conference
      March 2009
      430 pages
      ISBN:9781605584218
      DOI:10.1145/1566445
      Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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      New York, NY, United States

      Publication History

      Published: 19 March 2009

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      Author Tags

      1. algorithms
      2. fault tolerance
      3. networks
      4. sensor
      5. wireless protocols

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      ACM SE 09
      ACM SE 09: ACM Southeast Regional Conference
      March 19 - 21, 2009
      South Carolina, Clemson

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      Overall Acceptance Rate 502 of 1,023 submissions, 49%

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