Reviewing Dependability Issues and Suitable Solutions for Emerging Wireless Sensor Networks Applications
Resumo
Some Wireless Sensor Networks applications can be considered safe critical due to the important impact caused in occurrence of their malfunctioning. Motivated by this issue, a research area in dependability applied to WSN is gaining strength. As highly distributed systems, WSN present a number of issues that have to be handled in order to achieve a dependable behavior. These issues are stressed considering the current sophisticated WSN, composed by static and/or mobile nodes. This paper proposes a review of the main problems and trends in the area of dependability for WSN, aiming to find suitable solutions to the problems faced by emerging WSN composed of static and mobile sensor nodes. Such applicability is analyzed for an application scenario of area surveillance.Referências
Kuorilehto, M., Hännikäinen, M. and Hämäläinen, T.D. (2005) “A Survey of Application Distribution in Wireless Sensor Networks”, EURASIP Journal on Wireless Communications and Networking, 38(5), p.774-788.
Mini, R., Loureiro, A., Nath, B. (2004) “The Best Energy Map of a Wireless Sensor Network”, In: Proceedings of the 7th ACM Intl Symposium on Modeling, Analysis and Simulation of Wireless and Mobile System, Venice, Italy, p.165-169.
Heinzelman, W. B., Murphy, A. L., Carvalho, H. S. and Perillo, M. A. (2004) “Middleware to support sensor network applications, Network”, IEEE, vol. 18, no. 1, p.6-14.
Erman, A.T., Hoesel, L. and Havinga P. (2008) “Enabling Mobility in Heterogeneous Wireless Sensor Networks Cooperating with UAVs for Mission-Critical Management”, IEEE Wireless Communications, vol. 15, is. 6, p.38-46.
Koushanfar, F., Potkonjak, M. and Sangiovanni-Vincentelli, A. (2002) “Fault Tolerance in Wireless Ad-Hoc Sensor Networks”, IEEE Sensors, vol. 2, p.1491-1496.
Avizienis, A., Laprie, J. and Randell, B. (2001) “Fundamental Concepts of Computer System Dependability”, IARP/IEEE-RAS Workshop on Robot Dependability: Technological Challenge of Dependable Robots in Human Environments, Korea.
Taherkordi, A., Alkaee Taleghan, M. and Sharifi, M. (2006) “Dependability Considerations in Wireless Sensor Networks Applications”, In: Journal of Networks, v.1, n. 6, Academy Publisher.
Fok, C.L., Roman G.C. and Lu, C. (2005) “Rapid Development and Flexible Deployment of Adaptive Wireless Sensor Network Applications”, In: Proceedings of the 24th International Conference on Distributed Computing Systems, p.653-662.
Liu, T. and Martonosi, M. (2003) “Impala: A Middleware System for Managing Autonomic, Parallel Sensor Systems”, In: Proceedings of the 9th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, p.107-118.
Langendoen, K., Baggio, A. and Visser, O. (2006) “Murphy loves potatoes: experiences from a pilot sensor network deployment in precision agriculture”, In IPDPS 20th International Parallel and Distributed Processing Symposium.
Tolle, G., Polastre, J., Szewczyk, R., Culler, D., Turner, N., Tu, K., Burgess, S., Dawson, T., Buonadonna, P., Gay D., and Hong, W. A. (2005) “Macroscope in the Redwoods”, In: SenSys ’05: Proceedings of the 3rd international conference on embedded networked sensor systems, New York, NY, USA, p. 51–63.
Souza, L. M. S., Vogt, H. and Beigl M. (2007) “A Survey on Fault Tolerance in WSN”, Interner Bericht. Fakultät für Informatik, Universität Karlsruhe.
Harte, S. and Rahman A. (2005) “Fault Tolerance in Sensor Networks Using Self-Diagnosing Sensor Nodes”, In: IEEE International Workshop on Intelligent Environment, p.7–12.
Rakhmatov D. and Vrudhula S. B. (2001) “Time-to-Failure Estimation for Batteries in Portable Electronic Systems”, In: Proceedings of the 2001 International symposium on Low power electronics and design, p.88-91.
Chen, J., Kher, S. and Somani A., (2006) Distributed fault detection of wireless sensor networks. In Proceedings of the 2006 workshop on Dependability issues in wireless ad hoc networks and sensor networks, p.65-72.
Kim, Y., Gu, D., and Postlethwaite, I. (2008) “Fault-Tolerant Cooperative Target Tracking in Distributed UAV Networks”, In: Proceedings of 17 IFAC conference, p.8878-8883.
Jadliwala, M., Upadhyaya S. and Taneja, M. (2007) “ASFALT: A Simple Fault-Tolerant Signature-based Localization Technique for Emergency Sensor Networks”, In: Proceedings of 26th IEEE International Symposium on Reliable Distributed Systems, p.3-12.
Ni, K.S., Pottie, G.J. (2009) “Sensor Network Data Fault Detection Using Bayesian Maximum a Posterior Sensor Selection and Hierarchical Bayesian Space-Time Models”, Technical Reports, Center for Embedded Network Sensing, UCLA.
Obst, O. (2009) “Distributed Fault Detection using a Recurrent Neural Network”, In: Proceedings of the 2009 International Conference on Information Processing in Sensor Networks (ISPN'09), San Francisco, CA, USA, p. 373-374.
Ruiz, L. B., Siqueira, I. G., Oliveira, L. B., Wong, H. C., Nogueira, J. M. S. and Loureiro, A. A. F., (2004) “Fault management in event-driven wireless sensor networks”, In: Proceedings of the 7th ACM international symposium on Modeling, analysis and simulation of wireless and mobile systems, p.149-156.
Ringwald, M., Römer, K. and Vitaletti, A. (2006) “Snif: Sensor network inspection framework”, Technical Report 535, ETH Zurich, Institute for Pervasive Computing.
Rost, S. and Balakrishnan, H. Memento. (2006) “A health monitoring system for wireless sensor networks”, In: Proceedings of SECON.
Chitnis, L. Dobra, A. and Ranka S. (2009) “Fault tolerant aggregation in heterogeneous sensor networks”, In: Journal of Parallel and Distributed Computing, Vol. 69, Is. 2, p. 210-219.
Freitas, E.P., Heimfarth, T., Pereira, C.E., Ferreira, A.M., Wagner, F.R. and Larsson, T. (2010) “Experimental Analysis of Coordination Strategies to Support Wireless Sensor Networks Composed by Static Ground Sensors and UAV-carried Sensors”, In: Proceedings of IEEE International Symposium on Parallel and Distributed Processing with Applications. Taipei, Taiwan, p. 152-161.
Bettstetter, C. (2002) “On the Minimum Node Degree and Connectivity of a Wireless Multihop Network”, In: Proceedings of the 3rd ACM International Symposium on Mobile Ad Hoc Networking & Computing, ACM, New York, NY, USA, p. 80-91.
Wilson, J. S. (2005), Sensor technology handbook, Vol 1, Elsevier.
Mini, R., Loureiro, A., Nath, B. (2004) “The Best Energy Map of a Wireless Sensor Network”, In: Proceedings of the 7th ACM Intl Symposium on Modeling, Analysis and Simulation of Wireless and Mobile System, Venice, Italy, p.165-169.
Heinzelman, W. B., Murphy, A. L., Carvalho, H. S. and Perillo, M. A. (2004) “Middleware to support sensor network applications, Network”, IEEE, vol. 18, no. 1, p.6-14.
Erman, A.T., Hoesel, L. and Havinga P. (2008) “Enabling Mobility in Heterogeneous Wireless Sensor Networks Cooperating with UAVs for Mission-Critical Management”, IEEE Wireless Communications, vol. 15, is. 6, p.38-46.
Koushanfar, F., Potkonjak, M. and Sangiovanni-Vincentelli, A. (2002) “Fault Tolerance in Wireless Ad-Hoc Sensor Networks”, IEEE Sensors, vol. 2, p.1491-1496.
Avizienis, A., Laprie, J. and Randell, B. (2001) “Fundamental Concepts of Computer System Dependability”, IARP/IEEE-RAS Workshop on Robot Dependability: Technological Challenge of Dependable Robots in Human Environments, Korea.
Taherkordi, A., Alkaee Taleghan, M. and Sharifi, M. (2006) “Dependability Considerations in Wireless Sensor Networks Applications”, In: Journal of Networks, v.1, n. 6, Academy Publisher.
Fok, C.L., Roman G.C. and Lu, C. (2005) “Rapid Development and Flexible Deployment of Adaptive Wireless Sensor Network Applications”, In: Proceedings of the 24th International Conference on Distributed Computing Systems, p.653-662.
Liu, T. and Martonosi, M. (2003) “Impala: A Middleware System for Managing Autonomic, Parallel Sensor Systems”, In: Proceedings of the 9th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, p.107-118.
Langendoen, K., Baggio, A. and Visser, O. (2006) “Murphy loves potatoes: experiences from a pilot sensor network deployment in precision agriculture”, In IPDPS 20th International Parallel and Distributed Processing Symposium.
Tolle, G., Polastre, J., Szewczyk, R., Culler, D., Turner, N., Tu, K., Burgess, S., Dawson, T., Buonadonna, P., Gay D., and Hong, W. A. (2005) “Macroscope in the Redwoods”, In: SenSys ’05: Proceedings of the 3rd international conference on embedded networked sensor systems, New York, NY, USA, p. 51–63.
Souza, L. M. S., Vogt, H. and Beigl M. (2007) “A Survey on Fault Tolerance in WSN”, Interner Bericht. Fakultät für Informatik, Universität Karlsruhe.
Harte, S. and Rahman A. (2005) “Fault Tolerance in Sensor Networks Using Self-Diagnosing Sensor Nodes”, In: IEEE International Workshop on Intelligent Environment, p.7–12.
Rakhmatov D. and Vrudhula S. B. (2001) “Time-to-Failure Estimation for Batteries in Portable Electronic Systems”, In: Proceedings of the 2001 International symposium on Low power electronics and design, p.88-91.
Chen, J., Kher, S. and Somani A., (2006) Distributed fault detection of wireless sensor networks. In Proceedings of the 2006 workshop on Dependability issues in wireless ad hoc networks and sensor networks, p.65-72.
Kim, Y., Gu, D., and Postlethwaite, I. (2008) “Fault-Tolerant Cooperative Target Tracking in Distributed UAV Networks”, In: Proceedings of 17 IFAC conference, p.8878-8883.
Jadliwala, M., Upadhyaya S. and Taneja, M. (2007) “ASFALT: A Simple Fault-Tolerant Signature-based Localization Technique for Emergency Sensor Networks”, In: Proceedings of 26th IEEE International Symposium on Reliable Distributed Systems, p.3-12.
Ni, K.S., Pottie, G.J. (2009) “Sensor Network Data Fault Detection Using Bayesian Maximum a Posterior Sensor Selection and Hierarchical Bayesian Space-Time Models”, Technical Reports, Center for Embedded Network Sensing, UCLA.
Obst, O. (2009) “Distributed Fault Detection using a Recurrent Neural Network”, In: Proceedings of the 2009 International Conference on Information Processing in Sensor Networks (ISPN'09), San Francisco, CA, USA, p. 373-374.
Ruiz, L. B., Siqueira, I. G., Oliveira, L. B., Wong, H. C., Nogueira, J. M. S. and Loureiro, A. A. F., (2004) “Fault management in event-driven wireless sensor networks”, In: Proceedings of the 7th ACM international symposium on Modeling, analysis and simulation of wireless and mobile systems, p.149-156.
Ringwald, M., Römer, K. and Vitaletti, A. (2006) “Snif: Sensor network inspection framework”, Technical Report 535, ETH Zurich, Institute for Pervasive Computing.
Rost, S. and Balakrishnan, H. Memento. (2006) “A health monitoring system for wireless sensor networks”, In: Proceedings of SECON.
Chitnis, L. Dobra, A. and Ranka S. (2009) “Fault tolerant aggregation in heterogeneous sensor networks”, In: Journal of Parallel and Distributed Computing, Vol. 69, Is. 2, p. 210-219.
Freitas, E.P., Heimfarth, T., Pereira, C.E., Ferreira, A.M., Wagner, F.R. and Larsson, T. (2010) “Experimental Analysis of Coordination Strategies to Support Wireless Sensor Networks Composed by Static Ground Sensors and UAV-carried Sensors”, In: Proceedings of IEEE International Symposium on Parallel and Distributed Processing with Applications. Taipei, Taiwan, p. 152-161.
Bettstetter, C. (2002) “On the Minimum Node Degree and Connectivity of a Wireless Multihop Network”, In: Proceedings of the 3rd ACM International Symposium on Mobile Ad Hoc Networking & Computing, ACM, New York, NY, USA, p. 80-91.
Wilson, J. S. (2005), Sensor technology handbook, Vol 1, Elsevier.
Publicado
30/05/2011
Como Citar
ROLIM, Carlos Oberdan; FREITAS, Edison Pignaton de; HEIMFARTH, Tales; PEREIRA, Carlos Eduardo; GEYER, Cláudio F. R.; FERREIRA, Armando Morado; WAGNER, Flávio Rech; LARSSON, Tony.
Reviewing Dependability Issues and Suitable Solutions for Emerging Wireless Sensor Networks Applications. In: WORKSHOP DE TESTES E TOLERÂNCIA A FALHAS (WTF), 12. , 2011, Campo Grande/MS.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2011
.
p. 49-62.
ISSN 2595-2684.
DOI: https://doi.org/10.5753/wtf.2011.23089.
