Study of Timing Properties on Data Collection and Query Processing Techniques in Wireless Sensor Networks

Abderrahmen Belfkih, Bruno Sadeg, Claude Duvallet, Laurent Amanton

Abstract

The real-time aspect is an important factor for Wireless Sensor Network (WSN) applications, which demand a timely data delivery, to reflect the current state of the environment. However, most existing works in the field of sensor networks are only interested in data processing and energy consumption, to improve the lifetime of WSN. Extensive researches have been done on data processing in WSN. Some works have been interested in improving data collection methods, and others have focused on various query processing techniques. In recent years, the query processing using abstract database technology like Cougar and TinyDB have shown efficient results in many researches. This paper presents a study of timing properties through two data processing techniques forWSN. The first is based on a warehousing approach, in which data are collected and stored on a remote database. The second is based on query processing using an abstract database like TinyDB. This study has allowed us to identify some factors which enhance the respect of temporal constraints.

References

  1. Amato, G., Chessa, S., and Vairo, C. (2010). Mad-wise: A distributed stream management system for wireless sensor networks. Softw. Pract. Exper., 40(5):431-451.
  2. Bhattacharya, S. (2008). Achieving Application Quality of Service in Resource-constrained Wireless Sensor Networks. PhD thesis, St. Louis, MO, USA.
  3. Bonnet, P., Gehrke, J., and Seshadri, P. (2001). Towards sensor database systems. In Proceedings of the International Conference on Mobile Data Management, pages 3-14, London, UK, UK. Springer-Verlag.
  4. Choi, J. Y., Lee, J., Lee, K., Choi, S., Kwon, W. H., and Park, H. S. Aggregation time control algorithm for time constrained data delivery in wireless sensor networks. In Proceedings of the 63rd Vehicular Technology Conference.
  5. Dunkels, A. (2011). The ContikiMAC Radio Duty Cycling Protocol. Technical Report T2011:13, Swedish Institute of Computer Science.
  6. Fung, W. F., Sun, D., and Gehrke, J. (2002). Cougar the network is the database. In International conference on Management of data, pages 621-621, New York, NY, USA. ACM.
  7. García-Hernando, A., Martínez-Ortega, J., L ópez-Navarro, J., Prayati, A., and Redondo-L ópez, L. (2008). Problem Solving for Wireless Sensor Networks. Computer Communications and Networks. Springer.
  8. Gehrke, J. and Madden, S. (2004). Query processing in sensor networks. IEEE Pervasive Computing, pages 46-55.
  9. Hiromori, A., Uchiyama, A., Yamaguchi, H., and Higashino, T. (2012). Deadline-aware data collection in csma/ca-based multi-sink wireless sensor networks. In International Conference on Mobile Computing and Ubiquitous Networking, pages 1-7.
  10. Khoury, R., Dawborn, T., Gafurov, B., Pink, G., Tse, E., Tse, Q., Almi'Ani, K., Gaber, M. M., Röhm, U., and Scholz, B. (2010). Corona: Energy-efficient multiquery processing in wireless sensor networks. In DASFAA (2), pages 416-419.
  11. Laxaman, N., Goonatillake, M., and De Zoysa, K. (2010). Tikiridb: Shared wireless sensor network database for multi-user data access. CSSL.
  12. Levis, P., Madden, S., Polastre, J., Szewczyk, R., Whitehouse, K., Woo, A., Gay, D., Hill, J., Welsh, M., Brewer, E., and Culler, D. (2005). TinyOS: An Open Operating System for Wireless Sensor Networks. In Ambient Intelligence, volume 35, pages 115-148. Springer Berlin Heidelberg.
  13. Madden, S., J. Franklin, M., M. Hellerstein, J., and Hong, W. (2003). The design of an acquisitional query processor for sensor networks. In Proceedings of the international conference on Management of data.
  14. Osterlind, F., Dunkels, A., Eriksson, J., Finne, N., and Voigt, T. (2006). Cross-level sensor network simulation with COOJA. In The 31st Annual IEEE Conference on Local Computer Networks, Tampa, Florida, USA, 14-16 November 2006, pages 641-648.
  15. Sharaf, M. A., Beaver, J., Labrinidis, A., and Chrysanthis, P. K. (2003). Tina: A scheme for temporal coherencyaware in-network aggregation. In Proceedings of the 3rd ACM International Workshop on Data Engineering for Wireless and Mobile Access, MobiDe 7803, pages 69-76, New York, NY, USA. ACM.
  16. Suriyachai, P., Brown, J., and Roedig, U. (2010). Timecritical data delivery in wireless sensor networks. In Distributed Computing in Sensor Systems, pages 216- 229. Springer Berlin Heidelberg.
  17. Vucinic, M., Tourancheau, B., and Duda, A. (2013). Performance comparison of the rpl and loadng routing protocols in a home automation scenario. In WCNC, pages 1974-1979.
  18. Winter, T., Thubert, P., Brandt, A., Hui, J., Kelsey, R., Levis, P., Pister, K., Struik, R., Vasseur, J., and Alexander, R. (2012). RPL: IPV6 Routing Protocol for Low-Power and Lossy Networks.
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Paper Citation


in Harvard Style

Belfkih A., Sadeg B., Duvallet C. and Amanton L. (2015). Study of Timing Properties on Data Collection and Query Processing Techniques in Wireless Sensor Networks . In Proceedings of the 4th International Conference on Sensor Networks - Volume 1: SENSORNETS, ISBN 978-989-758-086-4, pages 77-84. DOI: 10.5220/0005273200770084


in Bibtex Style

@conference{sensornets15,
author={Abderrahmen Belfkih and Bruno Sadeg and Claude Duvallet and Laurent Amanton},
title={Study of Timing Properties on Data Collection and Query Processing Techniques in Wireless Sensor Networks},
booktitle={Proceedings of the 4th International Conference on Sensor Networks - Volume 1: SENSORNETS,},
year={2015},
pages={77-84},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005273200770084},
isbn={978-989-758-086-4},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 4th International Conference on Sensor Networks - Volume 1: SENSORNETS,
TI - Study of Timing Properties on Data Collection and Query Processing Techniques in Wireless Sensor Networks
SN - 978-989-758-086-4
AU - Belfkih A.
AU - Sadeg B.
AU - Duvallet C.
AU - Amanton L.
PY - 2015
SP - 77
EP - 84
DO - 10.5220/0005273200770084