Sensor network data fault types
Top Cited Papers
- 1 May 2009
- journal article
- research article
- Published by Association for Computing Machinery (ACM) in ACM Transactions on Sensor Networks
- Vol. 5 (3), 1-29
- https://doi.org/10.1145/1525856.1525863
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.Keywords
Funding Information
- Division of Computer and Network Systems (___amp___num;CNS-0520006)
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