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Modified PSO Based Reactive Routing for Improved Network Lifetime in WBAN

  • Sathya, G. (Department of Computer Science, Rajah Serfoji Government College (Autonomous), Affiliated to Bharathidasan University) ;
  • Evanjaline, D.J. (Department of Computer Science, Rajah Serfoji Government College (Autonomous), Affiliated to Bharathidasan University)
  • Received : 2022.06.05
  • Published : 2022.06.30

Abstract

Technological advancements taken the health care industry by a storm by embedding sensors in human body to measure their vitals. These smart solutions provide better and flexible health care to patients, and also easy monitoring for the medical practitioners. However, these innovative solutions provide their own set of challenges. The major challenge faced by embedding sensors in body is the issue of lack of infinite energy source. This work presents a meta-heuristic based routing model using modified PSO, and adopts an energy harvesting scheme to improve the network lifetime. The routing process is governed by modifying the fitness function of PSO to include charge, temperature and other vital factors required for node selection. A reactive routing model is adopted to ensure reliable packet delivery. Experiments have been performed and comparisons indicate that the proposed Energy Harvesting and Modified PSO (EHMP) model demonstrates low overhead, higher network lifetime and better network stability.

Keywords

Acknowledgement

We thank all the reviewers for their valuable work.

References

  1. I.F. Akyildiz, A. Lee, P. Wang, M. Luo, W. Chou, A roadmap for traffic engineering in SDN-openflow networks, Comput. Netw. 71 (2014) 1-30, http://dx.doi.org/10.1016/j.comnet.2014.06.002.
  2. M. Cicioglu, A. Calhan, HUBsFLOW: A novel interface protocol for SDNenabled WBANs, Comput. Netw. 160 (2019) 105-117, http://dx.doi.org/10.1016/j.comnet.2019.06.007.
  3. K. Kondepu, C. Jackson, Y. Ou, A. Beldachi, A. Pages, F. Agraz, F. Moscatelli, W. Miao, V. Kamchevska, N. Calabretta, G. Landi, S. Spadaro, S. Yan, D. Simeonidou, R. Nejabati, Fully SDN-enabled all-optical architecture for data center virtualization with time and space multiplexing, J. Opt. Commun. Netw. 10 (2018) B90, http://dx.doi.org/10.1364/JOCN.10.000B90.
  4. I.F. Akyildiz, P. Wang, S.-C. Lin, SoftAir: A software defined networking architecture for 5G wireless systems, Comput. Netw. 85 (2015) 1-18, http://dx.doi.org/10.1016/j.comnet.2015.05.007.
  5. A.-C. Anadiotis, L. Galluccio, S. Milardo, G. Morabito, S. Palazzo, SD-WISE: A software-defined wireless sensor network, Comput. Netw. 159 (2019) 84-95, http://dx.doi.org/10.1016/j.comnet.2019.04.029.
  6. J. Mu, X. Liu, X. Yi, Simplified energy-balanced alternative-aware routing algorithm for wireless body area networks, IEEE Access 7 (2019) 108295-108303, http://dx.doi.org/10.1109/ACCESS.2019.2925909.
  7. Optimizing Quality of Service for Sensor enabled Internet of Healthcare Systems
  8. Md. Taslim Arefin1*, Mohammad Hanif Ali1, A. K. M. Fazlul Haque2.(2017) Wireless Body Area Network: An Overview and Various Applications, Journal of Computer and Communications, 5, 53- 64, doi: 10.4236/jcc.2017.57006.
  9. Z. Ullah, I. Ahmed, T. Ali, N. Ahmad, F. Niaz, Y. Cao, Robust and efficient energy harvested-aware routing protocol with clustering approach in body area networks, IEEE Access 7 (2019) 33906-33921, http://dx.doi.org/10.1109/ ACCESS.2019.2904322.
  10. A. Calhan, K. Gundogdu, M. Cicioglu, M.E. Bayrakdar, Energy harvesting unit design for body area networks, Sakarya Univ. J. Comput. Inf. Sci. 2 (2019) 1-8, http://dx.doi.org/10.35377/saucis.02.01.512210.
  11. Energy-efficient and SDN-enabled routing algorithm for wireless body area networks
  12. M. Cicioglu, A. Calhan, SDN-based wireless body area network routing algorithm for healthcare architecture, ETRI J. 41 (2019) 452-464, http://dx.doi.org/10.4218/etrij.2018-0630.
  13. A. Calhan, K. Gundogdu, M. Cicioglu, M.E. Bayrakdar, Energy harvesting unit design for body area networks, Sakarya Univ. J. Comput. Inf. Sci. 2 (2019) 1-8, http://dx.doi.org/10.35377/saucis.02.01.512210.
  14. Link quality and energy utilization based preferable next hop selection routing for wireless body area networks
  15. X. Liang, I. Balasingham, and S.-S. Byun, "A reinforcement learning based routing protocol with QoS support for biomedical sensor networks," in Applied Sciences on Biomedical and Communication Technologies, 2008. ISABEL'08. First International Symposium on, 2008, pp. 1-5.
  16. Z. Khan, N. Aslam, S. Sivakumar, and W. Phillips, "Energy-aware peering routing protocol for indoor hospital body area network communication," Procedia Computer Science, vol. 10, pp. 188-196, 2012. https://doi.org/10.1016/j.procs.2012.06.027
  17. M. A. J. Jamali, "A multipath QoS multicast routing protocol based on link stability and route reliability in mobile ad-hoc networks," Journal of Ambient Intelligence and Humanized Computing, pp. 1-17, 2017.
  18. R. A. Khan, K. H. Mohammadani, A. A. Soomro, J. Hussain, S. Khan, T. H. Arain, et al., "An Energy Efficient Routing Protocol for Wireless Body Area Sensor Networks," Wireless Personal Communications, pp. 1-12, 2018.
  19. A low overhead tree-based energy-efficient routing scheme for multi-hop wireless body area networks
  20. M. Quwaider, S. Biswas, On-body packet routing algorithms for body 932 sensor networks, in: Proc. IEEE International Conference on 933 Networks and Communications (NETCOM), 2009, pp. 171-177.
  21. A. Maskooki, C.B. Soh, E. Gunawan, S.L. Kay, Opportunistic routing for body area network, in: Proc. IEEE Consumer Communications and Networking Conference (CCNC), 2011, pp. 237-241.
  22. Energy-efficient Harvested-Aware clustering and cooperative Routing Protocol for WBAN (E-HARP)
  23. Z. Ullah, I. Ahmed, T. Ali, N. Ahmad, F. Niaz, and Y. Cao, "Robust and Efficient Energy Harvested-Aware Routing Protocol With Clustering Approach in Body Area Networks," IEEE Access, vol. 7, pp. 33906- 33921, 2019. https://doi.org/10.1109/access.2019.2904322
  24. Energy efficient routing algorithm in wireless body area networks for smart wearable patches
  25. An Energy Efficient and Reliable Routing Scheme to enhance the stability period in Wireless Body Area Networks
  26. AMERP: Adam moment estimation optimized mobility supported energy efficient routing protocol for wireless body area networks
  27. M. M. Sandhu, N. Javaid, M. Akbar, F. Najeeb, U. Qasim, and Z. Khan, FEEL: forwarding data energy efficiently with load balancing in wireless body area networks, in Advanced Information Networking and Applications (AINA), 2014 IEEE 28th International Conference on, 2014, pp. 783-789.
  28. B. Jan, H. Farman, H. Javed, B. Montrucchio, M. Khan, and S. Ali, Energy efficient hierarchical clustering approaches in wireless sensor networks: A survey, Wire. Comm. and Mob. Comp., vol. 2017, 2017.