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CCS_WHMS: A Congestion Control Scheme for Wearable Health Management System

  • Mobile Systems
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Abstract

Wearable computing is becoming a more and more attracting field in the last years thanks to the miniaturisation of electronic devices. Wearable healthcare monitoring systems (WHMS) as an important client of wearable computing technology has gained a lot. Indeed, the wearable sensors and their surrounding healthcare applications bring a lot of benefits to patients, elderly people and medical staff, so facilitating their daily life quality. But from a research point of view, there is still work to accomplish in order to overcome the gap between hardware and software parts. In this paper, we target the problem of congestion control when all these healthcare sensed data have to reach the destination in a reliable manner that avoids repetitive transmission which wastes precious energy or leads to loss of important information in emergency cases, too. We propose a congestion control scheme CCS_WHMS that ensures efficient and fair data delivery while used in the body wearable system part or in the multi-hop inter bodies wearable ones to get the destination. As the congestion detection paradigm is very important in the control process, we do experimental tests to compare between state of the art congestion detection methods, using MICAz motes, in order to choose the appropriate one for our scheme.

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References

  1. TinyOS 2.x: http://www.tinyos.net

  2. www.marsdd.com/news-insights/mars-reports/

  3. Acampora, G., Cook, D., Rashidi, P., Vasilakos, A.: A Survey on ambient intelligence in health care. In: Proceedings of the IEEE, Vol. 101, pp. 2470–2494 (2013)

  4. Al Ameen, M., Liu, J., Kwak, K., Security and privacy issues in wireless sensor networks for health care applications. J. Med. Syst. 36(1):93–101, 2012.

    Article  PubMed Central  PubMed  Google Scholar 

  5. Al-Ghamdi, B., Ayaida, M., Fouchal, H., Baala, H.: A slot assignment for wireless body area networks. In: IEEE symposium on computers and communication (ISCC), Vol. Workshops, pp. 1–8 (2014)

  6. Alemdar, H., and Ersoy, C., Wireless sensor networks for healthcare: A survey. Comput. Netw. 54(15): 2688–2710, 2010.

    Article  Google Scholar 

  7. Alghamdi, B., and Fouchal, H., A mobile wireless body area network platform. Journal of Computational Science 5(4):664–674, 2014.

    Article  Google Scholar 

  8. Bagaa, M., Challal, Y., Ksentini, A., Derhab, A., Badache, N., Data aggregation scheduling algorithms in wireless sensor networks: Solutions and challenges. IEEE Commun. Surv. Tutorials, 2014.

  9. Bian, F., Rangwala, S., Govindan, R.: Quasi-static centralized rate allocation for sensor networks. In: Proceedings of 4th annual ieee communications society conference on sensor, mesh and ad hoc communications and networks, SECON, pp. 361–370 (2007)

  10. Cao, H., Leung, V., Chow, C., Chan, H., Enabling technologies for wireless body area networks: A survey and outlook. IEEE Commun. Mag. 47(12), 2009.

  11. Crosby, G.V., Ghosh, T., Murimi, R., Chin, C.A., Wireless body area networks for healthcare: A survey. International Journal of Ad hoc, Sensor & Ubiquitous Computing 36(3), 2012.

  12. Custodio, V., Herrera, F.J., López, G., Moreno, J.I., A Review on architectures and communications technologies for wearable health-monitoring systems. Sensors 12(10):13,907–13,946, 2012.

    Article  Google Scholar 

  13. Darwish, A., and Hassanien, A.E., Wearable and implantable wireless sensor network solutions for healthcare monitoring. Sensors 11(6):5561–5595, 2011.

    Article  PubMed Central  PubMed  Google Scholar 

  14. Doudou, M., Djenouri, D., Badache, N., Survey on latency issues of asynchronous mac protocols in delay-sensitive wireless sensor networks. IEEE Commun. Surv. Tutorials 15(2):528–550, 2013.

    Article  Google Scholar 

  15. Ee, C.T., and Bajcsy, R.: Congestion control and fairness for many-to-one routing in sensor networks. In: ACM, SenSys, pp. 148–161 (2004)

  16. Gnawali, O., Fonseca, R., Jamieson, K., Moss, D., Levis, P.: Collection Tree Protocol. In: Sensys (2009)

  17. Hadjidj, A., Souil, M., Bouabdallah, A., Challal, Y., Owen, H., Wireless sensor networks for rehabilitation applications: Challenges and opportunities. Journal of Network and Computer Applications 36(1):1–15, 2013.

    Article  Google Scholar 

  18. He, T., Stankovic, J.A., Lu, C., Abdelzaher, T.: SPEED: a stateless protocol for real-time communication in sensor networks. In: Proceedings of IEEE 23rd international conference on distributed computing systems (2003)

  19. Hull, B., Jamieson, K., Balakrishnan, H.: Mitigating congestion in wireless sensor networks. In: Proceedings of the 2nd international conference on Embedded networked sensor systems, SenSys, pp. 134–147 (2004)

  20. Juraj, M., and Michal, K., Energy-efficient communication systems of wireless sensor networks. Stud. Inform. Univ. 11(1):69–86, 2013.

    Google Scholar 

  21. Kafi, M.A., Djenouri, D., Ben-Othman, J., Badache, N., Congestion control protocols in wireless sensor networks: A survey. IEEE Commun. Surv. Tutorials 16(3):1369–1390, 2014.

    Article  Google Scholar 

  22. Kafi, M.A., Djenouri, D., Ben Othman, J., Ouadjaout, A., Badache, N.: Congestion detection strategies in wireless sensor networks: A comparative study with testbed experiments. The 5th international conference on emerging ubiquitous systems and pervasive networks (EUSPN-2014), Vol. 37, pp. 168–175 (2014)

  23. Kafi, M.A., Djenouri, D., Ben Othman, J., Ouadjaout, A., Bagaa, M., Lasla, N., Badache, N., Interference-aware congestion control protocol for wireless sensor networks. Procedia Computer Science 37(0):181–188, 2014. The 5th international conference on emerging ubiquitous systems and pervasive networks (EUSPN-2014).

    Article  Google Scholar 

  24. Michopoulos, V., Guan, L., Oikonomou, G., Phillips, I.: A comparative study of congestion control algorithms in ipv6 wireless sensor networks. In: International conference on distributed computing in sensor systems and workshops (DCOSS) (2011)

  25. Misra, S., Tiwari, V., Obaidat, M., Lacas: learning automata-based congestion avoidance scheme for health care wireless sensor networks. IEEE J. Sel. Areas Commun. 27(4):466–479, 2009.

    Article  Google Scholar 

  26. Paek, J., and Govindan, R., RCRT: Rate-controlled reliable transport protocol for wireless sensor networks. ACM Trans. Sen. Netw. 7(3):20:1–20:45, 2010.

    Article  Google Scholar 

  27. Patel, S., Park, H., Bonato, P., Chan, L., Rodgers, M., A review of wearable sensors and systems with application in rehabilitation. J. Neuroeng. Rehabil. 9(1):21, 2012.

    Article  PubMed Central  PubMed  Google Scholar 

  28. Rezaee, A.A., Yaghmaee, M.H., Rahmani, A.M., Mohajerzadeh, A.H., HOCA: Healthcare aware optimized congestion avoidance and control protocol for wireless sensor networks. J. Netw. Comput. Appl. 37(0): 216–228, 2014.

    Article  Google Scholar 

  29. Sharif, A., Potdar, V., Rathnayaka, A.J.D.: Prioritizing information for achieving qos control in wsn. In: Proceedings of 24th IEEE International conference on advanced information networking and applications (AINA), pp. 835–842 (2010)

  30. Sheikhi, H., Dashti, M., Dehghan, M.: Congestion detection for video traffic in wireless sensor networks. In: International conference on consumer electronics communications and networks (CECNet) (2011)

  31. Sundaresan, K., Anantharaman, V., Hsieh, H.Y., Sivakumar, R., ATP: A reliable transport protocol for ad hoc networks. IEEE Trans. Mob. Comput. 4(6):588–603, 2005.

    Article  Google Scholar 

  32. Ullah, S., Higgins, H., Braem, B., Latre, B., Blondia, C., Moerman, I., Saleem, S., Rahman, Z., Kwak, K.S., A comprehensive survey of wireless body area networks. J. Med. Syst. 36(3):1065–1094, 2012.

    Article  PubMed  Google Scholar 

  33. Wan, C.Y., Eisenman, S.B., Campbell, A.T., Energy-efficient congestion detection and avoidance in sensor networks. ACM Trans. Sen. Netw. 7(4):1–31, 2011.

    Article  Google Scholar 

  34. Wang, C., Li, B., Sohraby, K., Daneshmand, M., Hu, Y., Upstream congestion control in wireless sensor networks through cross-layer optimization. IEEE Journal on Selected Areas in Communications 25(4):786–795, 2007.

    Article  Google Scholar 

  35. Woo, A., and Culler, D.E.: A transmission control scheme for media access in sensor networks. In: Proceedings of ACM Mobicom, pp. 221–235 (2001)

  36. Yaghmaee, M., Bahalgardi, N., Adjeroh, D., A prioritization based congestion control protocol for healthcare monitoring application in wireless sensor networks. Wirel. Pers. Commun. 72(4):2605–2631, 2013.

    Article  Google Scholar 

  37. Zgr, Y.S., Sankarasubramaniam, Y., Akan, Ö.B., Akyildiz, I.F.: ESRT: Event-to-sink reliable transport in wireless sensor networks. In: Proceedings 4th acm international symposium on mobile ad hoc networking and computing, MobiHoc, pp. 177–188 (2003)

  38. Zhou, Y., Lyu, M., Liu, J., Wang, H.: PORT: a price-oriented reliable transport protocol for wireless sensor networks. In: Proceedings of 16th IEEE international symposium on software reliability engineering, ISSRE, pp. 10–126 (2005)

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Correspondence to Mohamed Amine Kafi.

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Kafi, M.A., Othman, J.B., Bagaa, M. et al. CCS_WHMS: A Congestion Control Scheme for Wearable Health Management System. J Med Syst 39, 189 (2015). https://doi.org/10.1007/s10916-015-0346-8

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