Sensor network data fault types

ACM Transactions on Sensor Networks

Volumn 5, Issue 3, 2009, Pages 1-29

  Ni, Kevin ^a   Ramanathan, Nithya ^a   Chehade, Mohamed Nabil Hajj ^a   Balzano, Laura ^a   Nair, Sheela ^a   Zahedi, Sadaf ^a   Kohler, Eddie ^a   Pottie, Greg ^a   Hansen, Mark ^a   Srivastava, Mani ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

Data integrity; Fault; Sensor network

Indexed keywords

DATA INTEGRITY; FAULT; FEATURE SETS; NETWORK DATA; SENSOR DATA; SENSOR FAULT;

FAULT DETECTION;

SENSOR NETWORKS;

EID: 67651030467     PISSN: 15504859     EISSN: 15504867     Source Type: Journal    
DOI: 10.1145/1525856.1525863     Document Type: Article

References (32)

1. Balzano, L. and Nowak, R. 2007. Blind calibration in sensor networks. In Information Processing in Sensor Networks.
2. Bertrand-Krajewski, J.-L., Bardin, J.-P., Mourad, M., and Beranger, Y. 2003. Accounting for sensor calibration, concentration heterogeneity, measurement and sampling uncertainties in monitoring urban drainage systems. Water Sci. Techn. 47, 2, 95--102.
3. Buonadonna, P., Gay, D., Hellerstein, J. M., Hong, W., and Madden, S. 2005. Task: Sensor network in a box. Tech. Rep. IRB-TR-04-021, Intel Research Berkeley.
4. Bychkovskiy, V., Megerian, S., Estrin, D., and Potkonjak, M. 2003. A collaborative approach to in-place sensor calibration. In Proceedings of the 2nd International Workshop on Information Processing in Sensor Networks (IPSN '03).
5. Cover, T. M. and Thomas, J. A. 1991. Elements of Information Theory. Wiley-Interscience.
6. Deshpande, A., Guestrin, C., Madden, S. R., Hellerstein, J. M., and Hong, W. 2004. Model-driven data acquisition in sensor networks. In Proceedings of the International Conference on Very Large Databases.
7. Elnahrawy, E. and Nath, B. 2003. Cleaning and querying noisy sensors. In Proceedings of the International Workshop on Wireless Sensor Networks and Applications (WSNA).
8. Elnahrawy, E. and Nath, B. 2004. Context aware sensors. In Proceedings of the 1st European Workshop on Wireless Sensor Networks (EWSN'04).
9. Gupchup, J., Burns, R., Terzis, A., and Szalay, A. 2007. Model-based event detection in wireless sensor networks. In Proceedings of the Workshop on Data Sharing and Interoperability on the World-Wide Sensor Web (DSI).
10. Heckerman, D. 1995. A tutorial on learning with bayesian networks. Tech. Rep. MSR-TR-95-06, Microsoft Research. Mar.
11. Hodge, V. and Austin, J. 2004. A survey of outlier detection methodologies. Artif. Intell. Rev. 22, 2, 85--12.
12. Isermann, R. 2005. Fault-Diagnosis Systems: An Introduction from Fault Detection to Fault Tolerance. Springer.
13. Jackson, P. 1998. Introduction to Expert Systems. Addison Wesley.
14. Jeffery, S. R., Alonso, G., Franklin, M. J., Hong, W., and Widom, J. 2006. Declarative support for sensor data cleaning. In Proceedings of the 4th International Conference on Pervasive
15. Kaiser, W. J., Pottie, G. J., Srivastava, M., Sukhatme, G. S., Villasenor, J., and Estrin, D. 2003. Networked infomechanical systems (NIMS) for ambient intelligence. Tech. Rep. 31, CENS.
16. Koushanfar, F., Potkonjak, M., and Sangiovanni-Vincentelli, A. 2003. On-line fault detection of sensor measurements. In Proceedings of the IEEE Conference on Sensors.
17. Krause, A., Guestrin, C., Gupta, A., and Kleinberg, J. 2006. Near-optimal sensor placements: Maximizing information while minimizing communication cost. In Proceedings of the 5th International Conference on Information Processing in Sensor Networks (IPSN'06).
18. Krishnamachari, B. and Iyengar, S. 2004. Distributed bayesian algorithms for fault-tolerant event region detection in wireless sensor networks. IEEE Trans. Comput. 53, 3, 241--250.
19. Marzullo, K. 1990. Tolerating failures of continuous-valued sensors. ACM Trans. Comput. Syst. 8, 4, 284--304.
20. Mourad, M. and Bertrand-Krajewski, J.-L. 2002. A method for automatic validation of long time series of data in urban hydrology. Water Sci. Techn. 45, 4--5, 263--270.
21. Mukhopadhyay, S., Panigrahi, D., and Dey, S. 2004. Model based error correction for wireless sensor networks. In Proceedings of the IEEE International Conference on Sensor and Ad Hoc Communications and Networks (SECON'04). 575--584.
22. Ni, K. and Pottie, G. 2007. Bayesian selection of non-faulty sensors. In IEEE International Symposium on Information Theory.
23. Ramanathan, N., Balzano, L., Burt, M., Estrin, D., Harmon, T., Harvey, C., Jay, J., Kohler, E., Rothenberg, S., and Srivastava, M. 2006a. Rapid deployment with Confidence: Calibration and fault detection in environmental sensor networks. Tech. Rep. 62, CENS.
24. Ramanathan, N., Schoellhammer, T., Estrin, D., Hansen, M., Harmon, T., Kohler, E., and Srivastava, M. 2006b. The final frontier: Embedding networked sensors in the soil. Tech. Rep. 68, CENS.
25. Rundle, C. C. 2006. A beginner's guide to ion-selective electrode measurements. http://www.nico2000.net/Book/Guide1.html.
26. Sharma, A., Golubchik, L., and Govindan, R. 2007. On the prevalence of sensor faults in real-world deployments. In Proceedings of the IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks (SECON).
27. Sheng, B., Li, Q., Mao, W., and Jin, W. 2007. Outlier detection in sensor networks. In Proceedings of the 8th ACM International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc).
28. Shi, E. and Perrig, A. 2004. Designing secure sensor networks. IEEE Wireless Commun. Meg. 11, 6.
29. Szewczyk, R., Mainwaring, A., Polastre, J., Anderson, J., and Culler, D. 2004b. An analysis of a large scale habitat monitoring application. In Proceedings of the International Conference on Embedded Network Sensor Systems.
30. Szewczyk, R., Polastre, J., Mainwaring, A., and Culler, D. 2004a. Lessons from a sensor network expedition. In Proceedings of the 1st European Workshop on Sensor Networks (EWSN).
31. Tolle, G., Polastre, J., Szewczyk, R., Culler, D., Turner, N., Tu, K., Burgess, S., Dawson, T., Buonadonna, P., Gay, D., and Hong, W. 2005. A macroscope in the redwoods. In Proceedings of the 3rd International Conference on Embedded Networked Sensor Systems (SenSys'05).
32. Werner-Allen, G., Lorincz, K., Johnson, J., Lees, J., and Welsh, M. 2006. Fidelity and yield in a volcano monitoring sensor network. In Proceedings of the 7th USENIX Symposium on Operating System Design and Implementation.