Sensor Network Data Fault Types

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Sensor Network Data Fault Types

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by Kevin Ni , Nithya Ramanathan , Mohamed Nabil , Hajj Chehade , Sheela Nair , Sadaf Zahedi , Greg Pottie , Mark Hansen

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BibTeX

@MISC{Ni_sensornetwork,
    author = {Kevin Ni and Nithya Ramanathan and Mohamed Nabil and Hajj Chehade and Sheela Nair and Sadaf Zahedi and Greg Pottie and Mark Hansen},
    title = {Sensor Network Data Fault Types},
    year = {}
}

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Abstract

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. Categories and Subject Descriptors: B.8.1 [Reliability, Testing, and Fault-Tolerance]: Fault

Keyphrases

sensor network data fault type sensor fault deployed sensor network scientific deployment detailed study current literature subject descriptor systematic approach fault detection literature sensor data sensor network observed fault recent deployment

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