Mitigating routing misbehavior in mobile ad hoc networks
MobiCom '00 Proceedings of the 6th annual international conference on Mobile computing and networking
Wireless Communications: Principles and Practice
Wireless Communications: Principles and Practice
Calibration as parameter estimation in sensor networks
WSNA '02 Proceedings of the 1st ACM international workshop on Wireless sensor networks and applications
Efficient tracing of failed nodes in sensor networks
WSNA '02 Proceedings of the 1st ACM international workshop on Wireless sensor networks and applications
Impact of radio irregularity on wireless sensor networks
Proceedings of the 2nd international conference on Mobile systems, applications, and services
A wireless sensor network For structural monitoring
SenSys '04 Proceedings of the 2nd international conference on Embedded networked sensor systems
An analysis of a large scale habitat monitoring application
SenSys '04 Proceedings of the 2nd international conference on Embedded networked sensor systems
Proceedings of the 3rd international conference on Embedded networked sensor systems
Sympathy for the sensor network debugger
Proceedings of the 3rd international conference on Embedded networked sensor systems
Robust distributed node localization with error management
Proceedings of the 7th ACM international symposium on Mobile ad hoc networking and computing
VigilNet: An integrated sensor network system for energy-efficient surveillance
ACM Transactions on Sensor Networks (TOSN)
Achieving realistic sensing area modeling
Proceedings of the 4th international conference on Embedded networked sensor systems
Blind calibration of sensor networks
Proceedings of the 6th international conference on Information processing in sensor networks
Clairvoyant: a comprehensive source-level debugger for wireless sensor networks
Proceedings of the 5th international conference on Embedded networked sensor systems
Sequence-Based Localization in Wireless Sensor Networks
IEEE Transactions on Mobile Computing
Computational Geometry: Algorithms and Applications
Computational Geometry: Algorithms and Applications
The β-factor: measuring wireless link burstiness
Proceedings of the 6th ACM conference on Embedded network sensor systems
Proceedings of the 6th ACM conference on Embedded network sensor systems
Dustminer: troubleshooting interactive complexity bugs in sensor networks
Proceedings of the 6th ACM conference on Embedded network sensor systems
Spinning beacons for precise indoor localization
Proceedings of the 6th ACM conference on Embedded network sensor systems
Achieving range-free localization beyond connectivity
Proceedings of the 7th ACM Conference on Embedded Networked Sensor Systems
A collaborative approach to in-place sensor calibration
IPSN'03 Proceedings of the 2nd international conference on Information processing in sensor networks
Proceedings of the 9th International Workshop on Adaptive and Reflective Middleware
Passive diagnosis for wireless sensor networks
IEEE/ACM Transactions on Networking (TON)
TriopusNet: automating wireless sensor network deployment and replacement in pipeline monitoring
Proceedings of the 11th international conference on Information Processing in Sensor Networks
Distributed fault tolerant estimation in wireless sensor network using robust diffusion adaptation
ICDCIT'12 Proceedings of the 8th international conference on Distributed Computing and Internet Technology
Asynchronous failed sensor node detection method for sensor networks
International Journal of Network Management
Proceedings of the 5th International Conference on PErvasive Technologies Related to Assistive Environments
Packet-level attestation (PLA): A framework for in-network sensor data reliability
ACM Transactions on Sensor Networks (TOSN)
Online Distributed Fault Diagnosis in Wireless Sensor Networks
Wireless Personal Communications: An International Journal
Architectural design of cloud gateway in smart surveillance system
Proceedings of the 2013 Research in Adaptive and Convergent Systems
Journal of Systems Architecture: the EUROMICRO Journal
Troubleshooting interactive complexity bugs in wireless sensor networks using data mining techniques
ACM Transactions on Sensor Networks (TOSN)
Failure detection in wireless sensor networks: A sequence-based dynamic approach
ACM Transactions on Sensor Networks (TOSN)
Surviving sensor node failures by MMU-less incremental checkpointing
Journal of Systems and Software
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Wireless Sensor Networks (WSN) promise researchers a powerful instrument for observing sizable phenomena with fine granularity over long periods. Since the accuracy of data is important to the whole system's performance, detecting nodes with faulty readings is an essential issue in network management. As a complementary solution to detecting nodes with functionnal faults, this paper proposes FIND, a novel method to detect nodes with data faults that neither assumes a particular sensing model nor requires costly event injections. After the nodes in a network detect a natural event, FIND ranks the nodes based on their sensing readings as well as their physical distances from the event. FIND works for systems where the measured signal attenuates with distance. A node is considered faulty if there is a significant mismatch between the sensor data rank and the distance rank Theoretically, we show that average ranking difference is a provable indicator of possible data faults. FIND is extensively evaluated in simulations and two test bed experiments with up to 25 MicaZ nodes. Evaluation shows that FIND has a less than 5% miss detection rate and false alarm rate in most noisy environments.