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Sensor Network Data Fault Types

delete2009-06-04
delete319
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OA
AI
K
Kevin Ni *
N
Nithya Ramanathan
N
Nabil, Mohamed
C
Chehade, Hajj
L
Laura Balzano
N
Nair, Sheela
Z
Zahedi, Sadaf
K
Kohler, Eddie
P
Pottie, Greg
H
Hansen, Mark
S
Srivastava, Mani
DOI:10.1145/1525856.1525863delete
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Abstract

Abstract

En 中文
This tutorial presents a detailed study of sensor faults that occur in deployed sensor networks and a systematic approach to model these faults. We begin by reviewing the fault detection literature for sensor networks. We draw from current literature, our own experience, and data collected from scientific deployments to develop a set of commonly used features useful in detecting and diagnosing sensor faults. We use this feature set to systematically define commonly observed faults, and provide examples of each of these faults from sensor data collected at recent deployments.
Keywords:
Reliability
Design
Data integrity
fault
sensor network
AI Summary

AI Summary

Key information extracted from the uploaded paper, including a brief overview, abstract, background, key highlights, visual analysis, and future outlook.

Journal

ACM Transactions on Sensor Networks cover
ACM Transactions on Sensor Networks
IF:
4.7
Papers:
995
Citations:
2.0K

Organization

University of California System cover
University of California System
Scholars:
37.5W
Papers: 33.7W
Citations: 6.6K