Table of Contents Author Guidelines Submit a Manuscript
Journal of Computer Networks and Communications
Volume 2019, Article ID 4861294, 12 pages
https://doi.org/10.1155/2019/4861294
Research Article

Routing and Clustering of Sensor Nodes in the Honeycomb Architecture

Laboratory RITM, ENSEM, Hassan II University of Casablanca, Casablanca, Morocco

Correspondence should be addressed to Amine Rais; rf.liamtoh@343.enima

Received 20 October 2018; Accepted 8 January 2019; Published 25 March 2019

Academic Editor: Sabrina Gaito

Copyright © 2019 Amine Rais et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. M. Dener, “A new energy efficient hierarchical routing protocol for wireless sensor networks,” Wireless Personal Communications, vol. 101, no. 1, pp. 269–286, 2018. View at Publisher · View at Google Scholar · View at Scopus
  2. Z. Manap, B. M. Ali, C. K. Ng, N. K. Noordin, and A. Sali, “A review on hierarchical routing protocols for wireless sensor networks,” Wireless Personal Communications, vol. 72, no. 2, pp. 1077–1104, 2013. View at Publisher · View at Google Scholar · View at Scopus
  3. W. R. Heinzelman, A. Chandrakasan, and H. Balakrishnan, “Energy-efficient communication protocol for wireless microsensor networks,” in Proceedings of the 33rd Annual Hawaii International Conference on System Sciences, Maui, HI, USA, January 2000.
  4. M. Yu, K. Leung, and A. Malvankar, “A dynamic clustering and energy efficient routing technique for sensor networks,” IEEE Transactions on Wireless Communications, vol. 6, no. 8, pp. 3069–3079, 2007. View at Publisher · View at Google Scholar · View at Scopus
  5. W. B. Heinzelman, A. P. Chandrakasan, and H. Balakrishnan, “An application-specific protocol architecture for wireless microsensor networks,” IEEE Transactions on Wireless Communications, vol. 1, no. 4, pp. 660–670, 2002. View at Publisher · View at Google Scholar · View at Scopus
  6. L. J. Villalba, L. A. Orozco, T. A. Cabrera, and J. C. Abbas, “Routing protocols in wireless sensor networks,” Sensors, vol. 9, no. 11, pp. 8399–8421, 2009. View at Publisher · View at Google Scholar · View at Scopus
  7. S. Lindsey and C. Raghavendra, “PEGASIS: power-efficient gathering in sensor information systems,” in Proceeding of IEEE Aerospace Conference, Big Sky, MT, USA, March 2002.
  8. S. Lindsey, C. Raghavendra, and K. M. Sivalingam, “Data gathering algorithms in sensor networks using energy metrics,” IEEE Transactions on Parallel and Distributed Systems, vol. 13, no. 9, pp. 924–935, 2002. View at Publisher · View at Google Scholar · View at Scopus
  9. A. Manjeshwar and D. P. Agrawal, “TEEN: a routing protocol for enhanced efficiency in wireless sensor networks,” in Proceedings of the 15th International Parallel and Distributed Processing Symposium (IPDPS-01), San Francisco, CA, USA, April 2001.
  10. A. Manjeshwar and P. D. Agrawal, “APTEEN: a hybrid protocol for efficient routing and comprehensive information retrieval in wireless sensor networks,” in Proceedings of 16th International Parallel and Distributed Processing Symposium, Fort Lauderdale, FL, USA, April 2002.
  11. G. S. Arumugam and T. Ponnuchamy, “EE-LEACH: development of energy-efficient LEACH protocol for data gathering in WSN,” EURASIP Journal on Wireless Communications and Networking, vol. 2015, no. 1, p. 76, 2015. View at Publisher · View at Google Scholar · View at Scopus
  12. D. Yi and H. Yang, “HEER-a delay-aware and energy-efficient routing protocol for wireless sensor networks,” Computer Networks, vol. 104, pp. 155–173, 2016. View at Publisher · View at Google Scholar · View at Scopus
  13. C. P. Subha and S. Malarkkan, “H-CERP: energy efficient scheme for industrial WSN applications,” Wireless Personal Communications, vol. 94, no. 4, pp. 1937–1950, 2016. View at Publisher · View at Google Scholar · View at Scopus
  14. P. Kuila and P. K. Jana, “Energy efficient clustering and routing algorithms for wireless sensor networks: particle swarm optimization approach,” Engineering Applications of Artificial Intelligence, vol. 33, pp. 127–140, 2014. View at Publisher · View at Google Scholar · View at Scopus
  15. M. Juneja and S. K. Nagar, “Particle swarm optimization algorithm and its parameters: a review,” in Proceedings of IEEE International Conference on Control, Computing, Communication and Materials (ICCCCM), Allahabad, India, October 2016.
  16. D. Wang, D. Tan, and L. Liu, “Particle swarm optimization algorithm: an overview,” Soft Computing, vol. 22, no. 2, pp. 387–408, 2017. View at Publisher · View at Google Scholar · View at Scopus
  17. J.-Y. Chang and P. Ju, “An efficient cluster-based power saving scheme for wireless sensor networks,” EURASIP Journal on Wireless Communications and Networking, vol. 2012, no. 1, p. 172, 2012. View at Publisher · View at Google Scholar · View at Scopus
  18. J. Lloret, M. Garcia, D. Bri, and J. Diaz, “A cluster-based architecture to structure the topology of parallel wireless sensor networks,” Sensors, vol. 9, no. 12, pp. 10513–10544, 2009. View at Publisher · View at Google Scholar · View at Scopus
  19. A. Mehmood, S. Khan, B. Shams, and J. Lloret, “Energy-efficient multi-level and distance-aware clustering mechanism for WSNs,” International Journal of Communication Systems, vol. 28, no. 5, pp. 972–989, 2013. View at Publisher · View at Google Scholar · View at Scopus
  20. Y. Yu, D. Estrin, and R. Govindan, “Geographical and energy-aware routing: a recursive data dissemination protocol for wireless sensor networks,” Technical Report UCLA-CSD TR-01-0023, UCLA Computer Science Department, Los Angeles, CA, USA, 2001.
  21. Y. Xu, J. Heidemann, and D. Estrin, “Geography- informed energy conservation for ad hoc routing,” in Proceedings of the Seventh Annual ACM/IEEE International Conference on Mobile Computing and Networking (MobiCom’01), pp. 70–84, Rome, Italy, July 2001.
  22. N. A. Alrajeh, M. Bashir, and B. Shams, “Localization techniques in wireless sensor networks,” International Journal of Distributed Networks, vol. 9, no. 6, Article ID 304628, 2013. View at Publisher · View at Google Scholar · View at Scopus
  23. K. A. Paul and T. Sato, “Localization in wireless sensor networks: a survey on algorithms, measurement techniques, applications and challenges,” Journal of Sensor and Actuator Networks, vol. 6, no. 4, p. 24, 2017. View at Publisher · View at Google Scholar · View at Scopus
  24. A. Boukerche, E. Nakamura, E. F. Nakamura, and A. A. F. Loureiro, “Localization systems for wireless sensor networks,” IEEE Wireless Communications, vol. 14, no. 6, pp. 6–12, 2007. View at Publisher · View at Google Scholar · View at Scopus
  25. Z. Fang, Z. Zhao, X. Cu, D. Geng, L. Du, and C. Pang, “Localization in wireless sensor networks with known coordinate database,” EURASIP Journal on Wireless Communications and Networking, vol. 2010, no. 1, Article ID 901283, 2010. View at Publisher · View at Google Scholar · View at Scopus
  26. M. Li and Y. Lu, “Angle-of-arrival estimation for localization and communication in wireless networks,” in Proceedings of 16th IEEE European Signal Processing Conference, Lausanne, Switzerland, August 2008.
  27. J. Xu, W. Liu, F. Lang, Y. Zhang, and C. Wang, “Distance measurement model based on RSSI in WSN,” Wireless Sensor Network, vol. 2, no. 8, pp. 606–611, 2010. View at Publisher · View at Google Scholar
  28. E. Xu, Z. Ding, and S. Dasgupta, “Wireless source localization based on time of arrival measurement,” in Proceedings of IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP), Dallas, TX, USA, March 2010.
  29. D. Wang, L. Lin, and L. Xu, “A study of subdividing hexagon-clustered WSN for power saving: analysis and simulation,” Ad Hoc Networks, vol. 9, no. 7, pp. 1302–1311, 2011. View at Publisher · View at Google Scholar · View at Scopus
  30. A. T. Erman and P. Havinga, “Data dissemination of emergency messages in mobile multi-sink wireless sensor networks,” in Proceeding of the 9th IFIP Annual Mediterranean Ad Hoc Networking Workshop (Med-Hoc-Net), Juan les-Pans, France, June 2010.
  31. A. T. Erman, A. Dilo, and P. Havinga, “A virtual infrastructure based on honeycomb tessellation for data dissemination in multi-sink mobile wireless sensor networks,” Eurasip Journal on Wireless Communications and Networking, vol. 2012, p. 17, 2012. View at Publisher · View at Google Scholar · View at Scopus
  32. Network Simulator (ns2), http://www.isi.edu/nsnam/ns.