Sensor networks for monitoring traffic, The 42nd Allerton Conference on Communication, Control and Computing, 1999. ,
Connecting the physical world with pervasive networks, IEEE Pervasive Computing, vol.1, issue.1, pp.59-69, 2002. ,
DOI : 10.1109/MPRV.2002.993145
Wireless sensor networks for habitat monitoring. The 1st ACM international workshop on Wireless sensor networks and applications, pp.88-97, 2002. ,
Secure and Fault-Tolerant Event Boundary Detection in Wireless Sensor Networks, IEEE Transactions on Wireless Communications, pp.354-363, 2008. ,
Secure Fault Tolerance in Wireless Sensor Networks, IEEE 8th International Conference on Computer and Information Technology Workshops, pp.477-482, 2008. ,
Qualité des données capteurs pour les systèmes de surveillance de phénomènes environnementaux. L'institut national des Sciences Appliquées de Lyon, 2010. ,
Wireless sensor networks: a survey, Computer Networks, vol.38, issue.4, pp.393-422, 2002. ,
DOI : 10.1016/S1389-1286(01)00302-4
Robomote: enabling mobility in sensor networks, IPSN 2005. Fourth International Symposium on Information Processing in Sensor Networks, 2005., pp.404-409, 2005. ,
DOI : 10.1109/IPSN.2005.1440957
Data Collection with Multiple Sinks in Wireless Sensor Networks, The 4th International Conference on Wireless Algorithms, Systems, and Applications, pp.284-294, 2009. ,
DOI : 10.1016/j.jpdc.2005.11.004
Algorithme de clusterisation et protocols de routage dans les réseaux ad hoc. Laboratoire Systèmes et Transport de l, 2012. ,
The Platforms Enabling Wireless Sensor Networks. Communications of the ACM -Wireless sensor networks, pp.41-46, 2004. ,
Providing OS Support for Wireless Sensor Networks : Challenges and Approaches TinyOS: An operating system for sensor networks, IEEE Communications surveys and tutorials Ambient Intelligence, pp.115-148, 2005. ,
Operating Systems for Wireless Sensor Networks: A Survey, Sensors, vol.11, issue.12, pp.5900-5930, 2011. ,
DOI : 10.3390/s110605900
Real-time forest fire detection with wireless sensor networks, International Conference on Wireless Communications, Networking and Mobile Computing, pp.1214-1217, 2005. ,
Monitoring volcanic eruptions with a wireless sensor network, Proceeedings of the Second European Workshop on Wireless Sensor Networks, 2005., pp.108-120, 2005. ,
DOI : 10.1109/EWSN.2005.1462003
An Intelligent and Adaptable Flood Monitoring and Warning System. The 5th UK E-Science All Hands Meeting, 2006. ,
Sensor Networks for Emergency Response: Challenges and Opportunities, IEEE Pervasive Computing, vol.3, issue.4, pp.16-23, 2004. ,
DOI : 10.1109/MPRV.2004.18
Applications of wireless sensors in medicine. The 34th International Convention, pp.257-261, 2011. ,
Platform-Based Design of Wireless Sensor Networks for Industrial Applications, Proceedings of the Design Automation & Test in Europe Conference, pp.1-6, 2006. ,
DOI : 10.1109/DATE.2006.243975
Sensor networks: evolution, opportunities, and challenges, The IEEE Proceedings, pp.1247-1256, 2003. ,
An Overview and Classification of Approaches to Information Extraction in Wireless Sensor Networks, The 5th International Conference on Sensor Technologies and Applications, pp.255-260, 2011. ,
ASAP: An Adaptive Sampling Approach to Data Collection in Sensor Networks, IEEE Transactions on Parallel and Distributed Systems, vol.18, issue.12, pp.1766-1783, 2007. ,
DOI : 10.1109/TPDS.2007.1110
Sensor information networking architecture and applications. Personal Communications, pp.52-59, 2001. ,
Redundancy and Its Applications in Wireless Sensor Networks: A Survey, Transactions on computers, pp.705-714, 2009. ,
A Technique to Identify and Substitute Faulty Nodes in Wireless Sensor Networks, 2009 Third International Conference on Sensor Technologies and Applications, pp.346-351, 2009. ,
DOI : 10.1109/SENSORCOMM.2009.60
Fault tolerance techniques for wireless ad hoc sensor networks, Proceedings of IEEE Sensors, pp.1491-1496, 2002. ,
DOI : 10.1109/ICSENS.2002.1037343
A Fast and Reliable Protocol for Wireless Sensor Networks in Critical Conditions Monitoring Applications. 7th ACM international symposium on Modeling, analysis and simulation of wireless and mobile systems, Module_RCSF_53.html [43, pp.157-164, 2004. ,
FaT2D: Fault Tolerant Directed Diffusion Protocol, International Conference on Availability, Reliability and Security, pp.112-118, 2010. ,
Directed diffusion, Proceedings of the 6th annual international conference on Mobile computing and networking , MobiCom '00, pp.56-67, 2000. ,
DOI : 10.1145/345910.345920
Fault Tolerant Evaluation of Continuous Selection Queries over Sensor Data, International Journal of Distributed Sensor Networks, vol.11, issue.4, pp.338-360, 2009. ,
DOI : 10.1080/15501320701585600
Data cleaning: Problems and current approaches, IEEE Bulletin of the Technical Committee on Data Engineering, pp.3-13, 2000. ,
Cleaning and querying noisy sensors, Proceedings of the 2nd ACM international conference on Wireless sensor networks and applications , WSNA '03, pp.78-87, 2003. ,
DOI : 10.1145/941350.941362
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.1.2633
A Pipelined Framework for Online Cleaning of Sensor Data Streams, 22nd International Conference on Data Engineering (ICDE'06), p.140, 2006. ,
DOI : 10.1109/ICDE.2006.8
Online fault detection of sensor measurements, IEEE Sensors, pp.974-979, 2003. ,
Distributed fault detection of wireless sensor networks.Workshop on Dependability issues in wireless ad hoc networks and sensor networks, pp.65-72, 2006. ,
Distributed diagnosis of wireless sensor networks, TENCON 2007, 2007 IEEE Region 10 Conference, pp.1-4, 2007. ,
DOI : 10.1109/TENCON.2007.4429026
Tree Topology based Fault Diagnosis in, Wireless Sensor Networks. International Conference on Wireless Networks and Information Systems, pp.65-69, 2009. ,
Localized fault-tolerant event boundary detection in sensor networks, 24th Annual Joint Conference of the IEEE omputer and Communications Societies, pp.902-913, 2005. ,
Sympathy for the sensor network debugger, Proceedings of the 3rd international conference on Embedded networked sensor systems , SenSys '05, pp.255-267, 2005. ,
DOI : 10.1145/1098918.1098946
Agnostic Diagnosis: Discovering Silent Failures in Wireless Sensor Networks, IEEE INFOCOM, pp.1548-1556, 2011. ,
Canopy closure estimates with GreenOrbs, Proceedings of the 7th ACM Conference on Embedded Networked Sensor Systems, SenSys '09, pp.99-112, 2009. ,
DOI : 10.1145/1644038.1644049
LiveNet: Using Passive Monitoring to Reconstruct Sensor Network Dynamics, 4th IEEE international conference on Distributed Computing in Sensor Systems, pp.79-98, 2008. ,
DOI : 10.1007/978-3-540-69170-9_6
SNTS: Sensor Network troubleshooting Suite, 3rd IEEE international conference on Distributed computing in sensor systems, pp.142-157, 2007. ,
Marionette, Proceedings of the fifth international conference on Information processing in sensor networks , IPSN '06, pp.416-423, 2006. ,
DOI : 10.1145/1127777.1127840
Clairvoyant, Proceedings of the 5th international conference on Embedded networked sensor systems , SenSys '07, pp.189-203, 2007. ,
DOI : 10.1145/1322263.1322282
Sentomist: Unveiling Transient Sensor Network Bugs via Symptom Mining, 2010 IEEE 30th International Conference on Distributed Computing Systems, pp.784-794, 2010. ,
DOI : 10.1109/ICDCS.2010.75
A global-state perspective on sensor network debugging, 5th ACM Workshop on Embedded Networked Sensors, 2008. ,
The case for predicate-oriented debugging of sensornets, 5th ACM Workshop on Embedded Networked Sensors, 2008. ,
Diagnostic powertracing for sensor node failure analysis, Proceedings of the 9th ACM/IEEE International Conference on Information Processing in Sensor Networks, IPSN '10, pp.117-128, 2010. ,
DOI : 10.1145/1791212.1791227
Debugging Low-Power and Lossy Wireless Networks: A Survey, IEEE Communications Surveys & Tutorials, vol.14, issue.2, pp.311-321, 2011. ,
DOI : 10.1109/SURV.2011.021111.00098
Design of an application-cooperative management system for wireless sensornetworks, Second European Workshop on Wireless Sensor Networks, pp.121-132, 2005. ,
MoMi -Model-Based Diagnosis Middleware for Sensor Networks. 4th international workshop on Middleware Tools, Services and Run-Time Support for Sensor Networks, pp.19-24, 2009. ,
Snif: Sensor network inspection framework Institute for Pervasive Computing, Distributed Passive Monitoring in Sensor Networks. 26th IEEE Conference on Computer Communications, 2006. ,
MANNA: a management architecture for wireless sensor networks, IEEE Communications Magazine, vol.41, issue.2, pp.116-125, 2003. ,
DOI : 10.1109/MCOM.2003.1179560
Self-diagnosis for large scale wireless sensor networks, 2011 Proceedings IEEE INFOCOM, pp.1539-1547, 2011. ,
DOI : 10.1109/INFCOM.2011.5934944
A survey on Fault Management in wireless sensor network. 8th Annual Post Graduate Symposium on The Convergence of Telecommunications, Networking and Broadcasting, pp.171-190 ,
Wireless Sensor Network Anomalies: Diagnosis and Detection Strategies, pp.308-333, 2011. ,
DOI : 10.1007/978-3-642-17931-0_12
Diagnostic Tools for Wireless Sensor Networks: A Comparative Survey, Journal of Network and Systems Management, vol.15, issue.4, 2012. ,
DOI : 10.1007/s10922-012-9240-6
Passive Diagnosis for Wireless Sensor Networks, IEEE/ACM Transactions on Networking, pp.1132-1144, 2010. ,
Dustminer, Proceedings of the 6th ACM conference on Embedded network sensor systems, SenSys '08, pp.99-113, 2008. ,
DOI : 10.1145/1460412.1460423
Sea Depth Measurement with Restricted Floating Sensors, 28th IEEE International Real-Time Systems Symposium (RTSS 2007), pp.469-478, 2007. ,
DOI : 10.1109/RTSS.2007.37
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.116.5335
Post-Deployment Performance Debugging in Wireless Sensor Networks, 2009 30th IEEE Real-Time Systems Symposium, pp.313-322, 2009. ,
DOI : 10.1109/RTSS.2009.47
A Mobile Agent-Based Architecture for Fault Tolerance in Wireless Sensor Networks, 2010 8th Annual Communication Networks and Services Research Conference, pp.276-283, 2010. ,
DOI : 10.1109/CNSR.2010.26
BeeAdHoc, Proceedings of the 2005 conference on Genetic and evolutionary computation , GECCO '05, pp.153-160, 2005. ,
DOI : 10.1145/1068009.1068034
Fault-tolerant clustering of wireless sensor networks, 2003 IEEE Wireless Communications and Networking, 2003. WCNC 2003., pp.1579-1584, 2003. ,
DOI : 10.1109/WCNC.2003.1200622
Memento: A Health Monitoring System for Wireless Sensor Networks, 2006 3rd Annual IEEE Communications Society on Sensor and Ad Hoc Communications and Networks, pp.75-584, 2006. ,
DOI : 10.1109/SAHCN.2006.288514
D3S: Debugging deployed distributed systems, 5th USENIX Symposium on Networked Systems Design & Implementation, pp.423-437, 2008. ,
Friday: Global comprehension for distributed replay, 5th USENIX Symposium on Networked Systems Design & Implementation, pp.285-298, 2007. ,
The Hitchhiker's Guide to Successful Wireless Sensor Network Deployments. 6th ACM conference on embedded network sensor systems, pp.43-56, 2008. ,
Murphy loves potatoes: experiences from a pilot sensor network deployment in precision agriculture, Proceedings 20th IEEE International Parallel & Distributed Processing Symposium, p.8, 2006. ,
DOI : 10.1109/IPDPS.2006.1639412
Fidelity and Yield in a Volcano Monitoring Sensor Network, 7th symposium on Operating systems design and implementation, pp.381-396, 2006. ,
TOSSIM, Proceedings of the first international conference on Embedded networked sensor systems , SenSys '03, pp.126-137, 2003. ,
DOI : 10.1145/958491.958506
Cross-Level Sensor Network Simulation with COOJA, Proceedings. 2006 31st IEEE Conference on Local Computer Networks, pp.641-648, 2006. ,
DOI : 10.1109/LCN.2006.322172
KleeNet, Proceedings of the 9th ACM/IEEE International Conference on Information Processing in Sensor Networks, IPSN '10, pp.186-196, 2010. ,
DOI : 10.1145/1791212.1791235
T-check, Proceedings of the 9th ACM/IEEE International Conference on Information Processing in Sensor Networks, IPSN '10, pp.174-185, 2010. ,
DOI : 10.1145/1791212.1791234
Inter-Context Control-Flow Graph for NesC, with Improved Split- Phase Handling, 16th ACM International Symposium on Foundations of software engineering, pp.94-104, 2010. ,
NodeMD, Proceedings of the 5th international conference on Mobile systems, applications and services , MobiSys '07, pp.43-56, 2007. ,
DOI : 10.1145/1247660.1247669
Passive distributed assertions for sensor networks, International Conference on Information Processing in Sensor Networks, pp.337-348, 2009. ,
Detection and Repair of Software Errors in Hierarchical Sensor Networks, IEEE International Conference on Sensor Networks, Ubiquitous, and Trustworthy Computing -Vol 1 (SUTC'06), pp.403-410, 2006. ,
DOI : 10.1109/SUTC.2006.1636206
Run time assurance of application-level requirements in wireless sensor networks, Proceedings of the 9th ACM/IEEE International Conference on Information Processing in Sensor Networks, IPSN '10, pp.197-208, 2010. ,
DOI : 10.1145/1791212.1791236
Snedl: Sensor network event description language for event service architecture, 2005. ,
Efficient data aggregation middleware for wireless sensor networks, 2004 IEEE International Conference on Mobile Ad-hoc and Sensor Systems (IEEE Cat. No.04EX975), pp.579-581, 2004. ,
DOI : 10.1109/MAHSS.2004.1392214
Data aggregation and dilution by modulus addressing in wireless sensor networks, IEEE Communications Letters, vol.7, issue.8, pp.355-357, 2003. ,
DOI : 10.1109/LCOMM.2003.815663
FEDA: Fault-tolerant Energy-Efficient Data Aggregation in Wireless Sensor Networks, 16th International Software, Telecommunications and Computer Networks, pp.188-192, 2008. ,
The cougar approach to in-network query processing in sensor networks, International Conference on Management of Data, pp.9-18, 2002. ,
DOI : 10.1145/601858.601861
Multisensor Data fusion in wireless sensor networks, Multiconference on Computational Engineering in Systems Applications, pp.1690-1694, 2006. ,
An Energy-Aware and Fault Tolerant Inter-Cluster Communication Based Protocol for Wireless Sensor Networks, IEEE GLOBECOM 2007-2007 IEEE Global Telecommunications Conference, pp.1164-1168, 2007. ,
DOI : 10.1109/GLOCOM.2007.224
Gestion à grande échelle de données de capteurs hétérogènes, 2007. ,
Plug&manage heterogeneous sensing devices. 6th International Workshop on Data Management for Sensor Networks, 2009. ,
The Next Big One: Detecting Earthquakes and other Rare Events from Community-based Sensors, 10 th International Conference on Information Processing in Sensor Networks, pp.13-24, 2011. ,
Efficient Fault-Tolerant Event Query Algorithm in Distributed Wireless Sensor Networks, International Journal of Distributed Sensor Networks, vol.6, issue.1, 2010. ,
DOI : 10.1109/INFCOM.2007.289
Tiered architecture for on-line detection, isolation and repair of faults in wireless sensor networks, MILCOM 2008, 2008 IEEE Military Communications Conference, pp.1-7, 2008. ,
DOI : 10.1109/MILCOM.2008.4753634
Adaptive and Online One-Class Support Vector Machine-based Outlier Detection Techniques for Wireless Sensor Networks. International Conference on Advanced Information Networking and Applications Workshops, pp.990-995, 2009. ,
Detecting anomalies in Wireless Sensor Networks. Qualifying Dissertation, 2010. ,
Fixing Data Anomalies with Prediction Based Algorithm in Wireless Sensor Networks, 7th IEEE International Conference on Wireless Communication and Sensor Networks, 2011. ,
Algorithm for temporal anomaly detection in WSNs, 2011 IEEE Wireless Communications and Networking Conference, pp.743-748, 2011. ,
DOI : 10.1109/WCNC.2011.5779255
URL : https://hal.archives-ouvertes.fr/inria-00569111
An intrusion detection system for wireless sensor networks, WiMob'2005), IEEE International Conference on Wireless And Mobile Computing, Networking And Communications, 2005., pp.253-259, 2005. ,
DOI : 10.1109/WIMOB.2005.1512911
TinyDB: an acquisitional query processing system for sensor networks, ACM Transactions on Database Systems, vol.30, issue.1, pp.122-173, 2005. ,
DOI : 10.1145/1061318.1061322
Sensor network data fault types, ACM Transactions on Sensor Networks, vol.5, issue.3, 2009. ,
DOI : 10.1145/1525856.1525863
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.121.8859
A Survey of Outlier Detection Methodologies, Artificial Intelligence Review, vol.22, issue.2, pp.85-126, 2004. ,
DOI : 10.1023/B:AIRE.0000045502.10941.a9
Sensor faults, ACM Transactions on Sensor Networks, vol.6, issue.3, 2010. ,
DOI : 10.1145/1754414.1754419
Rapid Deployment with Confidence: Calibration and Fault Detection in Environmental Sensor Networks, 2006. ,
A short survey of wireless sensor networks, 2003. ,
The perceptron: A probabilistic model for information storage and organization in the brain., Psychological Review, vol.65, issue.6, 1988. ,
DOI : 10.1037/h0042519
Kohonen's Self Organizing Feature Maps for Exploratory Data Analysis, Widrow, Bernard; Angeniol, Bernard. International Neural Network Conference, 1990. ,
Neural Network Toolbox. User's guide, 2012. ,
The visualization capability of self-organizing maps to detect deviations in distribution control, 1997. ,
Condition monitoring of 3G cellular network through, IEEE Trans. Neural Networks, pp.1064-1075, 2006. ,
Performance evaluation of anomaly detection in cellular core networks using self-organizing map, 2008 5th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology, pp.361-364, 2008. ,
DOI : 10.1109/ECTICON.2008.4600446
Detection of TCP Attacks Using SOM with Fast Nearest- Neighbor Search, International Conference on Neural Networks, pp.176-182, 2005. ,
Self Organizing Maps for Distributed Localization in Wireless Sensor Networks, 2007 IEEE Symposium on Computers and Communications, pp.1113-1118, 2007. ,
DOI : 10.1109/ISCC.2007.4381576
A survey on fault tolerance in wireless sensor networks, 2007. ,
Passive Inspection of Sensor Networks, 3rd IEEE international conference on Distributed computing in sensor systems, pp.205-222, 2007. ,
DOI : 10.1007/978-3-540-73090-3_14
Self-monitoring of wireless sensor networks, Computer Communications, vol.29, issue.4, pp.462-476, 2006. ,
DOI : 10.1016/j.comcom.2004.12.031
DiMo, Proceedings of the 11th international symposium on Modeling, analysis and simulation of wireless and mobile systems, MSWiM '08, pp.117-121, 2008. ,
DOI : 10.1145/1454503.1454526
A self-managing fault management mechanism for wireless sensor networks, International Journal of Wireless & Mobile Networks, vol.2, issue.4, 2010. ,
DOI : 10.5121/ijwmn.2010.2415
Robust Topology Control for Indoor Wireless Sensor Networks. 6th ACM conference on Embedded network sensor systems, pp.57-70, 2008. ,
Practical modeling and prediction of radio coverage of indoor sensor networks, Proceedings of the 9th ACM/IEEE International Conference on Information Processing in Sensor Networks, IPSN '10, pp.339-349, 2010. ,
DOI : 10.1145/1791212.1791252
iLight, Proceedings of the 7th ACM Conference on Embedded Networked Sensor Systems, SenSys '09, pp.315-316, 2009. ,
DOI : 10.1145/1644038.1644078
MENs: Multi-user Emergency Navigation System Using Wireless Sensor Networks. Ad Hoc & Sensor Wireless Networks, pp.23-53, 2011. ,
A Decentralized Fault Diagnosis System for Wireless Sensor Networks, 2nd IEE International Conference on Mobile Ad Hoc and Sensor Systems, pp.194-197, 2005. ,
Duty-Cycled Wireless Sensor Networks: Wakeup Scheduling, Routing, and Broadcasting, Virginia Polytechnic Institute and State University, thesis, 2010. ,
Techniques de conservation d'énergie pour les réseaux de capteurs sans fils, 2009. ,
efficient communication in stationary wireless sensor networks», thesis, 2004. ,
Redflag a run-time distributed flexible, lightweight, and generic fault detection service for data-driven wireless sensor applications, Journal of Pervasive and Mobile Computing, pp.432-446, 2009. ,
SensorSim, Proceedings of the 3rd ACM international workshop on Modeling, analysis and simulation of wireless and mobile systems , MSWIM '00, pp.104-111, 2000. ,
DOI : 10.1145/346855.346870
UWSim: A Simulator for Underwater Sensor Networks, SIMULATION, vol.84, issue.7, pp.327-338, 2008. ,
DOI : 10.1177/0037549708096606
Avrora: scalable sensor network simulation with precise timing, IPSN 2005. Fourth International Symposium on Information Processing in Sensor Networks, 2005., pp.477-482, 2005. ,
DOI : 10.1109/IPSN.2005.1440978
Comparative Study of Energy Consumption for Wireless Sensor Networks based on Random and Grid Deployment Strategies, International Journal of Computer Applications, vol.6, issue.1, pp.28-35, 2010. ,
DOI : 10.5120/1046-1356
Event detection services using data service middleware in distributed sensor networks, Run time assurance/FEDL [162] 2nd international conference on Information processing in sensor networks, pp.502-517, 2003. ,
Safety-Critical Wireless Sensor Networks, thesis, 2009. ,
A Self-Adaptive Context Processing Framework for Wireless Sensor Networks. 3rd international workshop on Middleware for sensor networks, pp.7-12, 2008. ,
Wireless sensor and actor networks: Research challenges, Ad Hoc Networks, pp.351-367, 2004. ,
Wireless sensor networks: applications and challenges of ubiquitous sensing. IEEE Circuits and Systems Magazine, pp.19-31, 2005. ,
The MORABIT Approach to Runtime Component Testing, 30th Annual International Computer Software and Applications Conference (COMPSAC'06), pp.171-176, 2006. ,
DOI : 10.1109/COMPSAC.2006.169
Service de diagnostic en ligne pour les applications à base de composants logiciels, 2009. ,
URL : https://hal.archives-ouvertes.fr/hal-00580371
Emuli: Emulated Stimuli for Wireless Sensor Network Experimentation, 2007. ,
Achieving Repeatability of Asynchronous Events in Wireless Sensor Networks with EnviroLog, Proceedings IEEE INFOCOM 2006. 25TH IEEE International Conference on Computer Communications, pp.1-14, 2006. ,
DOI : 10.1109/INFOCOM.2006.114