S. Cheung, S. Coleri, and P. Varaiya, Sensor networks for monitoring traffic, The 42nd Allerton Conference on Communication, Control and Computing, 1999.

D. Estrin, D. Culler, K. Pister, and G. Sukhatme, Connecting the physical world with pervasive networks, IEEE Pervasive Computing, vol.1, issue.1, pp.59-69, 2002.
DOI : 10.1109/MPRV.2002.993145

A. Mainwaring, D. Culler, J. Polastre, R. Szewczyk, and J. Anderson, Wireless sensor networks for habitat monitoring. The 1st ACM international workshop on Wireless sensor networks and applications, pp.88-97, 2002.

K. Ren, K. Zeng, and W. Lou, Secure and Fault-Tolerant Event Boundary Detection in Wireless Sensor Networks, IEEE Transactions on Wireless Communications, pp.354-363, 2008.

T. Yuan and S. Zhang, Secure Fault Tolerance in Wireless Sensor Networks, IEEE 8th International Conference on Computer and Information Technology Workshops, pp.477-482, 2008.

C. Rodriguez, Qualité des données capteurs pour les systèmes de surveillance de phénomènes environnementaux. L'institut national des Sciences Appliquées de Lyon, 2010.

I. F. Akyildiz, W. Su, Y. Sankarasubramaniam, and E. Cayirci, Wireless sensor networks: a survey, Computer Networks, vol.38, issue.4, pp.393-422, 2002.
DOI : 10.1016/S1389-1286(01)00302-4

K. Dantu, M. Rahimi, H. Shah, S. Babel, A. Dhariwal et al., 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

S. Chen, M. Coolbeth, H. Dinh, Y. Kim, and B. Wang, 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

B. Guizani, Algorithme de clusterisation et protocols de routage dans les réseaux ad hoc. Laboratoire Systèmes et Transport de l, 2012.

J. Hill, M. Horton, R. Kling, and . Krishnamurthy, The Platforms Enabling Wireless Sensor Networks. Communications of the ACM -Wireless sensor networks, pp.41-46, 2004.

W. Dong, C. Chen, X. Liu, J. Bu, P. Levis et al., 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.

M. Farooq and T. Kunz, Operating Systems for Wireless Sensor Networks: A Survey, Sensors, vol.11, issue.12, pp.5900-5930, 2011.
DOI : 10.3390/s110605900

L. Yu, N. Wang, and X. Meng, Real-time forest fire detection with wireless sensor networks, International Conference on Wireless Communications, Networking and Mobile Computing, pp.1214-1217, 2005.

G. Werner-allen, J. Johnson, M. J. Ruiz, M. Lees, and . Welsh, 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

D. Hughes, P. Greenwood, G. Coulson, G. Blair, F. Pappenberger et al., An Intelligent and Adaptable Flood Monitoring and Warning System. The 5th UK E-Science All Hands Meeting, 2006.

K. Lorincz, D. Malan, T. Fulford-jones, A. Nawoj, A. Clavel et al., 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

H. Furtado and R. Trobec, Applications of wireless sensors in medicine. The 34th International Convention, pp.257-261, 2011.

A. Bonivento, L. Carloni, and A. Sangiovanni-vincentelli, 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

C. Chong and S. Kumar, Sensor networks: evolution, opportunities, and challenges, The IEEE Proceedings, pp.1247-1256, 2003.

A. Tariq, M. Hammoudeh, Z. Bandar, and A. Nisbet, 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.

B. Gedik, L. Liu, and P. S. Yu, 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

C. Chien-chung-shen, C. Srisathapornphat, and . Jaikaeo, Sensor information networking architecture and applications. Personal Communications, pp.52-59, 2001.

D. Curiac and C. Volosens, Redundancy and Its Applications in Wireless Sensor Networks: A Survey, Transactions on computers, pp.705-714, 2009.

A. Taleb, D. K. Pradhan, and T. Kocak, 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

F. Koushanfar, M. Potkonjak, and A. Vincentelli, Fault tolerance techniques for wireless ad hoc sensor networks, Proceedings of IEEE Sensors, pp.1491-1496, 2002.
DOI : 10.1109/ICSENS.2002.1037343

R. Boukerche, N. Werner, and . Pazzi, 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.

F. Benhamida and Y. , FaT2D: Fault Tolerant Directed Diffusion Protocol, International Conference on Availability, Reliability and Security, pp.112-118, 2010.

C. Intanagonwiwat, R. Govindan, and D. Estrin, 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

Q. Lazaridis, S. Han, N. Mehrotra, and . Venkatasubramanian, 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

E. Rahm and H. Do, Data cleaning: Problems and current approaches, IEEE Bulletin of the Technical Committee on Data Engineering, pp.3-13, 2000.

E. Elnahrawy and B. Nath, 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

S. Jeffery, G. Alonso, M. Franklin, W. Hong, and J. Widom, 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

F. Koushanfar, M. Potkonjak, and A. Vincentelli, Online fault detection of sensor measurements, IEEE Sensors, pp.974-979, 2003.

J. Chen, S. Kher, and A. Somani, Distributed fault detection of wireless sensor networks.Workshop on Dependability issues in wireless ad hoc networks and sensor networks, pp.65-72, 2006.

L. Myeong-hyeon and C. Yoon-hwa, Distributed diagnosis of wireless sensor networks, TENCON 2007, 2007 IEEE Region 10 Conference, pp.1-4, 2007.
DOI : 10.1109/TENCON.2007.4429026

X. Xiang-hua, Z. Biao, and W. Jian, Tree Topology based Fault Diagnosis in, Wireless Sensor Networks. International Conference on Wireless Networks and Information Systems, pp.65-69, 2009.

M. Ding, D. Chen, K. Xing, and X. Cheng, Localized fault-tolerant event boundary detection in sensor networks, 24th Annual Joint Conference of the IEEE omputer and Communications Societies, pp.902-913, 2005.

N. Ramanathan, K. Chang, L. Girod, R. Kapur, E. Kohler et al., 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

X. Miao, K. Liu, Y. He, Y. Liu, and D. Papadias, Agnostic Diagnosis: Discovering Silent Failures in Wireless Sensor Networks, IEEE INFOCOM, pp.1548-1556, 2011.

L. Mo, Y. He, and Y. Liu, 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

B. Chen, G. Peterson, G. Mainland, and M. Welsh, 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

M. Ringwald, K. Romer, and A. Vitaletti, SNTS: Sensor Network troubleshooting Suite, 3rd IEEE international conference on Distributed computing in sensor systems, pp.142-157, 2007.

K. Whitehouse, G. Tolle, J. Taneja, C. Sharp, S. Kim et al., Marionette, Proceedings of the fifth international conference on Information processing in sensor networks , IPSN '06, pp.416-423, 2006.
DOI : 10.1145/1127777.1127840

J. Yang, M. L. Soffa, L. Selavo, and K. Whitehouse, Clairvoyant, Proceedings of the 5th international conference on Embedded networked sensor systems , SenSys '07, pp.189-203, 2007.
DOI : 10.1145/1322263.1322282

Y. Zhou, X. Chen, M. Lyu, and J. Liu, 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

M. Lodder, G. P. Halkes, and K. G. Langendoen, A global-state perspective on sensor network debugging, 5th ACM Workshop on Embedded Networked Sensors, 2008.

A. Tavakoli, D. Culler, and S. Shenker, The case for predicate-oriented debugging of sensornets, 5th ACM Workshop on Embedded Networked Sensors, 2008.

M. Khan, H. Le, M. May, P. Moinzadeh, L. Wang et al., 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

A. Schoofs, G. Hare, and A. Ruzzelli, 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

G. Tolle and D. Culler, Design of an application-cooperative management system for wireless sensornetworks, Second European Workshop on Wireless Sensor Networks, pp.121-132, 2005.

A. De-jong, M. Woehrle, and K. Langendoen, 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.

M. Ringwald, K. Römer, A. Vitaletti, E. Zurich, S. F. Dressler et al., Snif: Sensor network inspection framework Institute for Pervasive Computing, Distributed Passive Monitoring in Sensor Networks. 26th IEEE Conference on Computer Communications, 2006.

L. Ruiz, J. Nogueira, and A. Loureiro, 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

K. Liu, Q. Ma, X. Zhao, and Y. Liu, Self-diagnosis for large scale wireless sensor networks, 2011 Proceedings IEEE INFOCOM, pp.1539-1547, 2011.
DOI : 10.1109/INFCOM.2011.5934944

M. Yu, H. Mokhtar, and M. Merabti, 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

R. Jurdak, X. R. Wang, O. Obst, and P. Valencia, Wireless Sensor Network Anomalies: Diagnosis and Detection Strategies, pp.308-333, 2011.
DOI : 10.1007/978-3-642-17931-0_12

A. Rodrigues, T. Camilo, J. Silva, and F. Boavida, 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

K. Liu, M. Li, Y. Liu, M. Li, Z. Guo et al., Passive Diagnosis for Wireless Sensor Networks, IEEE/ACM Transactions on Networking, pp.1132-1144, 2010.

M. M. Khan, H. K. Le, H. Ahmadi, T. F. Abdelzaher, and J. Han, Dustminer, Proceedings of the 6th ACM conference on Embedded network sensor systems, SenSys '08, pp.99-113, 2008.
DOI : 10.1145/1460412.1460423

Z. Yang, M. Li, and Y. Liu, 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

Z. Chen and K. Shin, 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

S. Salim, M. Javed, and A. Akkbar, 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

H. Wedde, M. Farooq, T. Pannenbaecker, and B. Vogel, BeeAdHoc, Proceedings of the 2005 conference on Genetic and evolutionary computation , GECCO '05, pp.153-160, 2005.
DOI : 10.1145/1068009.1068034

G. Gupta and M. Younis, 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

S. Rost and H. Balakrishnan, 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

X. Liu, Z. Guo, X. Wang, F. Chen, X. Lian et al., D3S: Debugging deployed distributed systems, 5th USENIX Symposium on Networked Systems Design & Implementation, pp.423-437, 2008.

D. Geels, G. Altekar, P. Maniatis, and T. Roscoe, Friday: Global comprehension for distributed replay, 5th USENIX Symposium on Networked Systems Design & Implementation, pp.285-298, 2007.

G. Barrenetxea, F. Ingelrest, G. Schaefer, and M. Vetterli, The Hitchhiker's Guide to Successful Wireless Sensor Network Deployments. 6th ACM conference on embedded network sensor systems, pp.43-56, 2008.

K. Langendoen, A. Baggio, and O. Visser, 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

G. Werner-allen, K. Lorincz, J. Johnson, J. Lees, and M. Welsh, Fidelity and Yield in a Volcano Monitoring Sensor Network, 7th symposium on Operating systems design and implementation, pp.381-396, 2006.

P. Levis, N. Lee, M. Welsh, and D. Culler, TOSSIM, Proceedings of the first international conference on Embedded networked sensor systems , SenSys '03, pp.126-137, 2003.
DOI : 10.1145/958491.958506

F. Osterlind, A. Dunkels, J. Eriksson, N. Finne, and T. Voigt, 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

R. Sasnauskas, O. Landsiedel, M. H. Alizai, C. Weise, S. Kowalewski et al., 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

P. Li and J. Regehr, 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

A. Wichmann, 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.

V. Krunic, E. Trumpler, and R. Han, NodeMD, Proceedings of the 5th international conference on Mobile systems, applications and services , MobiSys '07, pp.43-56, 2007.
DOI : 10.1145/1247660.1247669

K. Romer, Passive distributed assertions for sensor networks, International Conference on Information Processing in Sensor Networks, pp.337-348, 2009.

D. Herbert, Y. Lu, S. Bagchi, and Z. Li, 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

Y. Wu, K. Kapitanova, J. Li, J. Stankovic, S. Son et al., 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

B. Jiao, Snedl: Sensor network event description language for event service architecture, 2005.

M. Kumar, L. Schwiebert, and M. Brockmeyer, 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

E. Cayirci, 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

M. Anisi, J. Rezazadeh, and M. Dehghan, FEDA: Fault-tolerant Energy-Efficient Data Aggregation in Wireless Sensor Networks, 16th International Software, Telecommunications and Computer Networks, pp.188-192, 2008.

Y. Yao and J. Gehrke, 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

Y. Zhenyu, Z. Hai, L. Kai, S. Peigang, G. Yishan et al., Multisensor Data fusion in wireless sensor networks, Multiconference on Computational Engineering in Systems Applications, pp.1690-1694, 2006.

A. Boukerche and . Martirosyan, 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

L. Gürgen, Gestion à grande échelle de données de capteurs hétérogènes, 2007.

L. Gürgen, J. Persson, A. Cherbal, C. Labbé, C. Roncancio et al., Plug&manage heterogeneous sensing devices. 6th International Workshop on Data Management for Sensor Networks, 2009.

M. Faulkner, M. Olson, R. Chandy, and J. Krause, 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.

R. Zhu, 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

S. Zahedi, M. Szczodrak, P. Ji, D. Mylaraswamy, M. Srivastava et al., 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

Y. Zhang, N. Meratnia, and P. Havinga, 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.

T. Lim, Detecting anomalies in Wireless Sensor Networks. Qualifying Dissertation, 2010.

A. Singh, B. Giridhar, and P. , Fixing Data Anomalies with Prediction Based Algorithm in Wireless Sensor Networks, 7th IEEE International Conference on Wireless Communication and Sensor Networks, 2011.

A. Ghaddar, T. Razafindralambo, I. Simplot-ryl, S. Tawbi, and A. Hijazi, 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

I. Onat and A. Miri, 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

S. Madden, M. Franklin, J. Hellerstein, and W. Hong, 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

K. Ni, N. Ramanathan, M. Chehade, L. Balzano, S. Nair et al., 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

V. Hodge and J. Austin, 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

A. Sharma, L. Gollubich, and R. Govindan, Sensor faults, ACM Transactions on Sensor Networks, vol.6, issue.3, 2010.
DOI : 10.1145/1754414.1754419

N. Ramanathan, L. Balzano, M. Burt, D. Estrin, E. Kohler et al., Rapid Deployment with Confidence: Calibration and Fault Detection in Environmental Sensor Networks, 2006.

H. Karl and A. Willig, A short survey of wireless sensor networks, 2003.

F. Rosenblatt, The perceptron: A probabilistic model for information storage and organization in the brain., Psychological Review, vol.65, issue.6, 1988.
DOI : 10.1037/h0042519

U. Alfred and H. Peter, Kohonen's Self Organizing Feature Maps for Exploratory Data Analysis, Widrow, Bernard; Angeniol, Bernard. International Neural Network Conference, 1990.

M. Beale, M. Hagan, and H. Demuth, Neural Network Toolbox. User's guide, 2012.

E. Wilppu, The visualization capability of self-organizing maps to detect deviations in distribution control, 1997.

G. Barreto, J. Mota, L. Souza, R. Frota, and L. Aguaya, Condition monitoring of 3G cellular network through, IEEE Trans. Neural Networks, pp.1064-1075, 2006.

P. Sukkhawatchani and W. Usaha, 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

J. Zheng and M. Hu, Detection of TCP Attacks Using SOM with Fast Nearest- Neighbor Search, International Conference on Neural Networks, pp.176-182, 2005.

L. Paladina, M. Paone, G. Jellamo, and A. Puliafito, 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

L. Souza, H. Vogt, and M. Beigl, A survey on fault tolerance in wireless sensor networks, 2007.

M. Ringwald, K. Romera, and A. Vitaletti, 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

C. Hsin and M. Liu, Self-monitoring of wireless sensor networks, Computer Communications, vol.29, issue.4, pp.462-476, 2006.
DOI : 10.1016/j.comcom.2004.12.031

A. Meier, M. Motani, S. Hu, and K. Simon, 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

M. Asim, H. Mokhtar, and M. Merabti, 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

G. Hackmann, O. Chipara, and C. Lu, Robust Topology Control for Indoor Wireless Sensor Networks. 6th ACM conference on Embedded network sensor systems, pp.57-70, 2008.

O. Chipara, G. Hackmann, C. Lu, W. Smart, and G. C. Roman, 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

X. Mao, X. Li, X. Shen, and F. Chen, iLight, Proceedings of the 7th ACM Conference on Embedded Networked Sensor Systems, SenSys '09, pp.315-316, 2009.
DOI : 10.1145/1644038.1644078

X. Mao, S. Tang, X. Li, and Y. Sun, MENs: Multi-user Emergency Navigation System Using Wireless Sensor Networks. Ad Hoc & Sensor Wireless Networks, pp.23-53, 2011.

A. Sheth, C. Hartung, and R. Han, A Decentralized Fault Diagnosis System for Wireless Sensor Networks, 2nd IEE International Conference on Mobile Ad Hoc and Sensor Systems, pp.194-197, 2005.

S. Lai, Duty-Cycled Wireless Sensor Networks: Wakeup Scheduling, Routing, and Broadcasting, Virginia Polytechnic Institute and State University, thesis, 2010.

R. Kacimi, Techniques de conservation d'énergie pour les réseaux de capteurs sans fils, 2009.

A. Salhieh, efficient communication in stationary wireless sensor networks», thesis, 2004.

I. Urteaga, K. Barnhart, and Q. Han, 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.

S. Park, A. Savvides, and M. Srivastava, 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

S. Dhurandher, S. Misra, M. Obaidat, and S. , UWSim: A Simulator for Underwater Sensor Networks, SIMULATION, vol.84, issue.7, pp.327-338, 2008.
DOI : 10.1177/0037549708096606

L. Titzer, D. Lee, and J. Palsberg, 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

A. Monica and . Sharma, 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

S. Li, Y. Lin, S. Son, and J. Stankovic, 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.

A. Meier, Safety-Critical Wireless Sensor Networks, thesis, 2009.

A. Taherkordi, R. Rouvoy, Q. Le-trung, and F. Eliassen, A Self-Adaptive Context Processing Framework for Wireless Sensor Networks. 3rd international workshop on Middleware for sensor networks, pp.7-12, 2008.

I. Akyildiz and I. Kasimoglu, Wireless sensor and actor networks: Research challenges, Ad Hoc Networks, pp.351-367, 2004.

D. Puccinelli and M. Haenggi, Wireless sensor networks: applications and challenges of ubiquitous sensing. IEEE Circuits and Systems Magazine, pp.19-31, 2005.

D. Suliman, B. Paech, and L. Borner, 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

T. Bui, Service de diagnostic en ligne pour les applications à base de composants logiciels, 2009.
URL : https://hal.archives-ouvertes.fr/hal-00580371

T. Clouser, R. Thomas, and M. Nesterenko, Emuli: Emulated Stimuli for Wireless Sensor Network Experimentation, 2007.

L. Luo, T. He, G. Zhou, L. Gu, T. F. Abdelzaher et al., 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