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Author Lina Peng ♦ Candan, K.S.
Source IEEE Xplore Digital Library
Content type Text
Publisher Institute of Electrical and Electronics Engineers, Inc. (IEEE)
File Format PDF
Copyright Year ©2007
Language English
Subject Domain (in DDC) Computer science, information & general works ♦ Data processing & computer science
Subject Keyword Data processing ♦ Quality assessment ♦ Wireless sensor networks ♦ Filters ♦ Fuses ♦ Throughput ♦ Redundancy ♦ Sensor fusion ♦ Computer science ♦ Data engineering
Abstract In situ wireless sensor networks, not only have to route sensed data from sources to destinations, but also have to filter and fuse observations to eliminate potentially irrelevant data. If data arrive faster to such fusion nodes than the speed with which they can consume the inputs, this will result in an overflow of input buffers. In this paper, we develop load shedding mechanisms which take into consideration both data quality and expensive nature of fusion operators. In particular, we present quality assessment models for objects and fusion operators and we highlight that such quality assessments may impose partial orders on objects.
Description Author affiliation: Dept. of Comput. Sci. & Eng., Arizona State Univ., Tempe, AZ (Lina Peng; Candan, K.S.)
ISBN 1424408024
Educational Role Student ♦ Teacher
Age Range above 22 year
Educational Use Research ♦ Reading
Education Level UG and PG
Learning Resource Type Article
Publisher Date 2006-04-15
Publisher Place Turkey
Rights Holder Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Size (in Bytes) 160.38 kB
Page Count 4
Starting Page 1325
Ending Page 1328

Source: IEEE Xplore Digital Library