Skip to main content
Log in

Construction of Tree Network with Limited Delivery Latency in Homogeneous Wireless Sensor Networks

  • Published:
Wireless Personal Communications Aims and scope Submit manuscript

Abstract

In this paper we propose an approximation algorithm, which is called ADCMCST (algorithm with the minimum number of child nodes when the depth is restricted), to construct a tree network for homogeneous wireless sensor network, so as to reduce and balance the payload of each node, and consequently prolong the network lifetime. When the monitoring node obtains the neighbor graph, ADCMCST tries to find a tree topology with a minimum number of child nodes, and then broadcast the topology to every node, and finally a tree network is constructed. Simulation results show that ADCMCST could greatly reduce the topology formation time, and achieve good approximation results; when the compression ratio is less than 70 %, the network lifetime of ADCMCST will be larger than that of energy driven tree construction.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Subscribe and save

Springer+ Basic
$34.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10

Similar content being viewed by others

References

  1. Wang, F., & Liu, J. (2011). Networked wireless sensor data collection: Issues, challenges, and approaches. IEEE Communications Surveys & Tutorial, 13(4), 1–15.

    Article  Google Scholar 

  2. Zhao, M., Gong, D. W., & Yang, Y. Y. (2010). A cost minimization algorithm for mobile data gathering in wireless sensor networks. In IEEE 7th international conference on mobile adhoc and sensor systems (MASS), San Francisco, CA, pp. 322–331.

  3. Hwang, K., Choi, B. J., & Kang, S. H. (2010). Enhanced self-configure scheme for a robust Zigbee based home automation. IEEE Transactions on Consumer Electronics, 56(3), 583–590.

    Article  Google Scholar 

  4. Puccinelli, D., & Haenggi, M. (2009, April). Lifetime benefits through load balancing in homogeneous sensor networks. In IEEE wireless communications and networking conference (WCNC) (pp. 1–6). Hungary: Budapest.

  5. Corchado, J. M., Bajo, J., Tapia, D. I., & Abraham, A. (2010). Using heterogeneous wireless sensor networks in a telemonitoring system for healthcare. IEEE Transactions on Information Technology in Biomedicine, 14(2), 234–240.

    Article  Google Scholar 

  6. He, J., Ji, S. L., Yang, M. Y., & Li, Y. S. (2012). Load-balanced CDS construction in wireless sensor networks via genetic algorithm. International Journal of Sensor Networks, 11(3), 166–178.

    Article  Google Scholar 

  7. Hsieh, M. Y. (2011). Data aggregation model using energy efficient delay scheduling in multi-hop hierarchical wireless sensor networks. IET Communications, 5(18), 2703–2711.

    Article  MATH  MathSciNet  Google Scholar 

  8. Ding, M., & Cheng, X. Z. (2003). Aggregation tree construction in sensor networks. In IEEE 58th vehicular technology conference (VTC) (pp. 2168–2172). Florida, Orlando.

  9. Wu, Y., Fahmy, S., & Ness, B. S. (2008). On the construction of a maximum lifetime data gathering tree in sensor networks: NP-completeness and approximation algorithm (pp. 356–365). Phoenix, USA: IEEE InfoCom.

  10. Singhal, D., Barjatiya, & S., Ramamurthy, G. (2011). A novel network architecture for cognitive wireless sensor network. In Proceedings of 2011 international conference on signal processing, communications, computing and networking technologies (pp. 76–80) Thuckalay, India.

  11. Andreou, P., Pamboris, A., Zeinalipour, D., Chrysanthis, P.K., & Samaras, G. (2009). ETC: Energy driven tree construction in wireless sensor networks. In IEEE 10th international conference on mobile data management: Systems, services and middleware (MDM), pp. 513–518.

  12. Georigios, C., Demetrios, Z. Y., & Dimitrios, G. (2010). Minimum hot spot query tree for wireless sensor networks (pp. 1–8). Indianapolis: ACM MobiDE.

    Google Scholar 

  13. Pan, M. S., Tsai, C. H., & Tseng, Y. C. (2009). The orphan problem in Zigbee wireless networks. IEEE Transactions on Mobile Computing, 8(11), 1573–1584.

    Article  Google Scholar 

  14. Su, Z., Oguro, M., Okada, Y., Katto, J., & Okubo, S. (2010). Overlay tree construction to distribute layered streaming by application layer multicast. IEEE Transactions on Consumer Electronics, 56(3), 1957–1962.

    Article  Google Scholar 

  15. Tavli, B., Bagci, I. E., & Ceylan, O. (2010). Optimal data compression and forwarding in wireless sensor networks. IEEE Communications Letters, 14(5), 408–410.

    Article  Google Scholar 

  16. Tsai, H. P., Yang, D. N., & Chen, M. S. (2011). Exploring application level semantics for data compression. IEEE Transactions on Knowledge and Data Engineering, 23(1), 95–109.

    Article  Google Scholar 

  17. Blin, L., & Butelle, F. (2004). The first approximated distributed algorithm for the minimum degree spanning tree problem on general graphs. International Journal of Foundations of Computer Science, 15(3), 507–516.

    Article  MATH  MathSciNet  Google Scholar 

  18. Lavault, C., & Mario, V. P. (2008). A distributed approximation algorithm for the minimum degree minimum weight spanning trees. Journal of Parallel and Distributed Computing, 68(2), 200–208.

    Article  MATH  Google Scholar 

  19. Martin, F., & Balaji, R. (1992). Approximating the minimum degree spanning tree to within one from the optimal degree. In 3th ACM/SIAM symposium on discrete algorithms (SODA) (pp. 317–324). Florida, Orlando.

  20. Radha, K., & Balaji, R. (2001). The directed minimum degree spanning tree problem. Lecture notes in computer science (LNCS), pp. 232–243.

  21. Intanagonwiwat, C., Govindan, R., & Estrin, D. (2000). Directed diffusion: A scalable and robust communication paradigm for sensor networks. In Proceedings of the 6th annual international conference on mobile computing and networking (pp. 56–67). MobiCom: New York, NY.

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Shengdong Xie.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Xie, S., Wang, Y. Construction of Tree Network with Limited Delivery Latency in Homogeneous Wireless Sensor Networks. Wireless Pers Commun 78, 231–246 (2014). https://doi.org/10.1007/s11277-014-1748-5

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11277-014-1748-5

Keywords

Navigation