Abstract
This work deals with the deploying of router nodes using artificial immune systems techniques, particularly for industrial applications of wireless sensor networks. Possible scenarios include configurations with sensors blocked by obstacles. These nodes make possible the transmission of data from sensors to the gateway in order to meet criteria especially those that lead to a low degree of failure and reducing the number of retransmissions by the routers. These criteria can be set individually or in groups, associated with weights. Router nodes deploying is accomplished in two phases, the first uses immune networks concepts and the second employs potential fields ideas for deploying the routers in such way that critical sensors attract them while obstacles and other routers repel them. A large number of case studies were considered from which some representative ones were selected to illustrate the method, for different configurations in the presence of obstacles.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Zheng, J., Lee, M.J.: A comprehensive performance study of IEEE 802.15.4. Sensor Network Operations, Chapter 4, pp. 218–237. IEEE Press, Wiley InterScience (2006)
Costa, M.S., Amaral, J. L.M.: A tool for node positioning analysis in wireless networks for industrial automation. In: XVIII Automation Brazilian Congress. Bonito, pp. 1521–1527, in portuguese (2010)
Moyne, J.R., Tilbury, D.M.: The emergence of industrial control, diagnostics, and safety data. Proc. IEEE 95(1), 29–47 (2007)
Cannons, J., Milstein, L.B., Zeger, K.: An algorithm for wireless relay placement. IEEE Trans. Wirel. Commun. 8(11), 5564–5574 (2006)
Coelho, P.H.G., Amaral, J.L.M., Amaral, J.F.M., Barreira, L.F.A., Barros, A.V.: Deploying nodes for industrial wireless networks by artificial immune systems techniques. In: 15th International Conference on Enterprise Information Systems, Angers, France (2013)
Gersho, A., Gray, R.M.: Vector quantization and signal compression. Kluwer Academic Publishers, Norwell (1992)
Hoffert, J., Klues, K., Orjih, O.: Configuring the IEEE 802.15.4 MAC Layer for Single-sink Wireless Sensor Network Applications, Technical report (2007). http://www.dre.vanderbilt.edu/~jhoffert/802_15_4_Eval_Report.pdf
Youssef, W., Younis, M.: Intelligent gateways placement for reduced data latency in wireless sensor networks. In: ICC 2007 International Conference on Communications, Glasgow, pp. 3805–3810 (2007)
Molina, G., Alba, E., Talbi, E.G.: Optimal sensor network layout using multi objective metaheuristics. J. Univers. Computer Sci. 15(15), 2549–2565 (2008)
Coelho, P.H.G., Amaral, J.L.M., Amaral, J.F.M.: Node positioning in industrial plants wireless networks. In: WES 2012 International Conference on Communications, Rio Grande, R.S., in Portuguese (2012)
Shi, Y., Jia, F., Hai-Tao, Y.: An improved router placement algorithm base on energy efficient strategy for wireless network. In: ISECS International Colloquium on Computing, Communication, Control and Management (CCCM 2009), pp. 421–423 (2009)
Silva, L.N.C.: Immune Engineering: Development and Application of Computational Tools Inspired by Artificial Immune Systems, Ph. D. thesis, State University of Campinas, Campinas, in Portuguese (2001)
Amaral, J.L.M.: Artificial Immune Systems Applied to Fault Detection, Ph. D. thesis, Pontifical Catholic University of Rio de Janeiro, Rio de Janeiro, in Portuguese (2006)
Jerne, N.K.: Towards a Network Theory of the Immune System. Ann. Immunol. (Inst. Pasteur) 125C, 373–389 (1974)
Howard, A., Mataric, M.J., Sukhatme, G.S.: Mobile sensor network deployment using potential fields: a distributed, scalable solution to the area coverage problem heuristics. In: Asama, H., Arai, T., Fukuda, T., Hasegawa, T. (eds.) DARS 2002, 6th International Symposium on Distributed Autonomous Robotics Systems, vol. 2002, pp. 299–308. Springer, Japan (2002)
Poduri, S., Pattem, S., Krishnamachari, B., Sukhatme, G.: Controlled Deployments of Sensor Networks. In Press (2006)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2015 Springer International Publishing Switzerland
About this paper
Cite this paper
Coelho, P.H.G., do Amaral, J.L.M., do Amaral, J.F.M., de Arruda Barreira, L.F., de Barros, A.V. (2015). Applying Artificial Immune Systems for Deploying Router Nodes in Wireless Networks in the Presence of Obstacles. In: Cordeiro, J., Hammoudi, S., Maciaszek, L., Camp, O., Filipe, J. (eds) Enterprise Information Systems. ICEIS 2014. Lecture Notes in Business Information Processing, vol 227. Springer, Cham. https://doi.org/10.1007/978-3-319-22348-3_10
Download citation
DOI: https://doi.org/10.1007/978-3-319-22348-3_10
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-22347-6
Online ISBN: 978-3-319-22348-3
eBook Packages: Computer ScienceComputer Science (R0)