KSII Transactions on Internet and Information Systems (TIIS)

Korean Society for Internet Information (한국인터넷정보학회)
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Power Control with Nearest Neighbor Nodes Distribution for Coexisting Wireless Body Area Network Based on Stochastic Geometry

  • Liu, Ruixia (Qilu University of Technology (Shandong Academy of Sciences), Shandong Computer Science Center (National Supercomputer Center in Jinan), Shandong Provincial Key Laboratory of Computer Networks) ;
  • Wang, Yinglong (Qilu University of Technology (Shandong Academy of Sciences), Shandong Computer Science Center (National Supercomputer Center in Jinan), Shandong Provincial Key Laboratory of Computer Networks) ;
  • Shu, Minglei (Qilu University of Technology (Shandong Academy of Sciences), Shandong Computer Science Center (National Supercomputer Center in Jinan), Shandong Provincial Key Laboratory of Computer Networks) ;
  • Zhao, Huiqi (Department of Information Engineering, Shandong University of Science and Technology) ;
  • Chen, Changfang (Qilu University of Technology (Shandong Academy of Sciences), Shandong Computer Science Center (National Supercomputer Center in Jinan), Shandong Provincial Key Laboratory of Computer Networks)
  • Received : 2017.09.21
  • Accepted : 2018.06.25
  • Published : 2018.11.30
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Abstract

The coexisting wireless body area networks (WBAN) is a very challenging issue because of strong inter-networks interference, which seriously affects energy consumption and spectrum utilization ratio. In this paper, we study a power control strategy with nearest neighbor nodes distribution for coexisting WBAN based on stochastic geometry. Using homogeneous Poisson point processes (PPP) model, the relationship between the transmission power and the networks distribution is analytically derived to reduce interference to other devices. The goal of this paper is to increase the transmission success probability and throughput through power control strategy. In addition, we evaluate the area spectral efficiency simultaneously active WBAN in the same channel. Finally, extensive simulations are conducted to evaluate the power control algorithm.

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References

  1. A. Milenkovic, C. Otto and E. Jovanov, "Wireless sensor networks for personal health monitoring: Issues and an implementation," Comput. Commun., vol. 29, no 13-14, pp. 2521-2533, 2006. https://doi.org/10.1016/j.comcom.2006.02.011
  2. R. Liu, Y. Wang, S. Wu, CX. Wang and W. Zhang, "Energy efficiency and area spectral efficiency tradeoff for coexisting wireless body sensor networks," Science China Information Sciences, vol. 59,no. 12, pp. 1-15, 2016.
  3. R. Kazemi, R. Vesilo, E. Dutkiewicz and R. Liu, "Dynamic Power Control in Wireless Body Area Networks Using Reinforcement Learning With Approximation," in Proc. of IEEE 22nd International Symposium on Personal, Indoor and Mobile Radio Communication, pp. 2203-2208, 2011.
  4. J. Andrews, F. Baccelli and R. Ganti, "A tractable approach to coverage and rate in cellular networks," IEEE Trans. Commun, vol. 59, no. 11, pp. 3122-3134, 2010. https://doi.org/10.1109/TCOMM.2011.100411.100541
  5. D. Stoyan, W. Kendall and J. Mecke , "Stochastic geometry and its applications," 2nd. 1995.
  6. X. Zhang and M. Haenggi, "Random power control in Poisson networks," IEEE Trans. Commun., vol. 60, no. 9, pp. 2602-2611, 2012. https://doi.org/10.1109/TCOMM.2012.071312.110730
  7. A. Shantaram, H. Beyenal, R. Raajan and A. Veluchamy, "Wireless sensors powered by microbial fuel cells," Environmental Science and Technology, vol. 39, no. 13, pp. 5037-5042, 2005. https://doi.org/10.1021/es0480668
  8. X. Shuo, A. Dhamdhere, V. Sivaraman and A. Burdett, "Transmission power control in body area sensor networks for healthcare monitoring," IEEE J. Sel. Areas Commun., vol. 27, no. 1, pp. 37-48, 2009. https://doi.org/10.1109/JSAC.2009.090105
  9. O. Omeni, A. Wong and A. Burdett, "Toumazou C. Energy efficient medium access protocol for wireless medical body area sensor networks," IEEE Trans. Biomed. Circuits Syst., vol. 2, no. 4, pp. 251-259, 2008. https://doi.org/10.1109/TBCAS.2008.2003431
  10. H. Li and J. Tan, "Heartbeat-driven medium-access control for body sensor networks," IEEE Trans. Inf. Technol. Biomed., vol. 14, no. 1, pp. 44-51, 2010. https://doi.org/10.1109/TITB.2009.2028136
  11. S. Rezvani and S. Ghorashi, "Context aware and channel-based resource allocation for wireless body area networks," IET Wirel. Sens. Syst., vol. 3, no. 1, pp. 16-25, 2013. https://doi.org/10.1049/iet-wss.2012.0100
  12. F. Bouabdallah, N. Bouabdallah and R. Boutaba, "Efficient reporting node selection-based MAC protocol for wireless sensor networks," Wirel. Netw., vol. 19, no. 3, pp. 373-391, 2013. https://doi.org/10.1007/s11276-012-0473-9
  13. O. Begonya, A. Luis and V. Christos, "Highly reliable energy-saving MAC for wireless body sensor networks in healthcare systems," IEEE J. Sel. Areas Commun., vol. 27, no. 4, pp. 553-565, 2009. https://doi.org/10.1109/JSAC.2009.090516
  14. L. Wang, C. Goursaud, N. Nikaein, L. Cottatellucci and J. Gorce, "Cooperative Scheduling for Coexisting Body Area Networks," IEEE Trans. Commun., vol. 12, no.1, pp. 123 - 133, 2013.
  15. J. Bae, Y. Choi and J. Kim, " Efficient interference cancellation scheme for wireless body area network," Journal of Communications and Networks, vol. 13, no. 2, pp. 167-174. 2011. https://doi.org/10.1109/JCN.2011.6157416
  16. X. Zhang and GS. Kang, "Cooperative carrier signaling: harmonizing coexisting WPAN and WLAN devices," IEEE/ACM Trans. Netw., vol. 21, no. 2, pp. 426-439, 2013. https://doi.org/10.1109/TNET.2012.2200499
  17. R. Francisco, L. Huang and G. Dolmans, "Coexistence of WBAN and WLAN in medical environments," in Proc. of the IEEE VTC 2009-Fall, pp. 1-5, 2009.
  18. Y. Qu, J. Fang and S. Zhang, "Nearest neighbor nodes and connectivity of three-dimensional wireless sensor networks with Poisson point field," in Proc. of IEEE International Conference on Computer Science & Information Technology,pp. 269-272, 2010.
  19. A. Bar-Hen, M. Emily and N. Picard, "Spatial cluster detection using nearest neighbor distance," Spatial Statistics, vol. 14, pp. 400-411, 2015. https://doi.org/10.1016/j.spasta.2015.07.006
  20. Y. Chen, Z. Wang, B. Liu and L. Ge, "Nearest-Neighbor Clustering Power Control Algorithm Wireless Sensor Networks," Springer Berlin Heidelberg, vol. 216, pp. 545-551, 2011.
  21. R. Madan, S. Lall, "An Energy-Optimal Algorithm for Neighbor Discovery in Wireless Sensor Networks," Mobile Networks and Applications, vol. 11, no. 3, pp. 317-326, 2006. https://doi.org/10.1007/s11036-006-5185-x
  22. I. Kirbas, A.Karahan, A. Sevin and C. Bayilmis, "isMAC: An Adaptive and Energy-Efficient MAC Protocol Based on Multi-Channel Communication for Wireless Body Area Networks," Ksii Transactions on Internet & Information Systems, vol. 7, no. 8, pp. 1805-1824, 2013. https://doi.org/10.3837/tiis.2013.08.004
  23. M. Korman M, "Minimizing interference in ad hoc networks with bounded communication radius," Information Processing Letters, vol. 112, pp. 748-752, 2012. https://doi.org/10.1016/j.ipl.2012.06.021
  24. M. Haenggi, "Local Delay in Poisson Networks with and without Interference," Communication, Control, & Computing, pp. 1482-1487, 2010.
  25. M. Haenggi and RK. Ganti, "Interference in large wireless networks," Now Publishers Inc., vol. 3, no. 2, pp. 127-248, 2009.
  26. R. Cavallari, F. Martelli, R. Rosini, C. Buratti and R. Verdone, "A Survey on Wireless Body Area Networks: Technologies and Design Challenges," IEEE Communications Surveys and Tutorials, vol. 16, no. 3, pp. 1635-1657, 2014. https://doi.org/10.1109/SURV.2014.012214.00007
  27. R. Liu, Y. Wang, M. Shu and S. Wu, "Throughput assurance of wireless body area networks coexistence based on stochastic geometry," Plos One, vol. 12, no. 1, pp. 1-22, 2017.
  28. S. Tang, Y. Zhang, L. Zhang and R. Yu, "Spectrum-Efficient wireless sensor networks," International Journal of Distributed Sensor Networks, 2015, pp. 1-2, 2015.
  29. AH. Sodhro, Y. Li and MA. Shah, "Energy-efficient adaptive transmission power control for wireless body area network," IET Communications, vol. 10, no. 1, pp. 81-90, 2016. https://doi.org/10.1049/iet-com.2015.0368
  30. S. Mukherjee, "Distribution of downlink SINR in heterogeneous cellular networks," IEEE J. Sel. Areas Commun., vol. 30, no. 3, pp. 575-585, 2012. https://doi.org/10.1109/JSAC.2012.120407