Journal of Information Processing Systems

  • 제16권3호
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  • Pages.733-741
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  • 2020
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  • 1976-913X(pISSN)
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  • 2092-805X(eISSN)
한국정보처리학회 (Korea Information Processing Society)
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Construction of a Remote Monitoring System in Smart Dust Environment

  • 투고 : 2020.04.17
  • 심사 : 2020.05.18
  • 발행 : 2020.06.30
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초록

A smart dust monitoring system is useful for obtaining information on rough terrain that is difficult for humans to access. One of ways to deploy sensors to gather information in smart dust environment is to use an aircraft in the Amazon rainforest to scatter an enormous amount of small and cheap sensors (or smart dust devices), or to use an unmanned spacecraft to throw the sensors on the moon's surface. However, scattering an enormous amount of smart dust devices creates the difficulty of managing such devices as they can be scattered into inaccessible areas, and also causes problems such as bottlenecks, device failure, and high/low density of devices. Of the various problems that may occur in the smart dust environment, this paper is focused on solving the bottleneck problem. To address this, we propose and construct a three-layered hierarchical smart dust monitoring system that includes relay dust devices (RDDs). An RDD is a smart dust device with relatively higher computing/communicating power than a normal smart dust device. RDDs play a crucial role in reducing traffic load for the system. To validate the proposed system, we use climate data obtained from authorized portals to compare the system with other systems (i.e., non-hierarchical system and simple hierarchical system). Through this comparison, we determined that the transmission processing time is reduced by 49%-50% compared to other systems, and the maximum number of connectable devices can be increased by 16-32 times without compromising the system's operations.

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참고문헌

  1. L. Atzori, A. Iera, and G. Morabito, "The internet of things: a survey," Computer Networks, vol. 54, no. 15, pp. 2787-2805, 2010. https://doi.org/10.1016/j.comnet.2010.05.010
  2. G. R. Gonzalez, M. M. Organero, and C. D. Kloos, "Early infrastructure of an internet of things in spaces for learning," in Proceedings of 2008 8th IEEE International Conference on Advanced Learning Technologies, Santander, Spain, 2008, pp. 381-383.
  3. P. P. Ray, "A survey on Internet of Things architectures," Journal of King Saud University-Computer and Information Sciences, vol. 30, no. 3, pp. 291-319, 2018. https://doi.org/10.1016/j.jksuci.2016.10.003
  4. B. Sterling, Shaping things-Mediawork pamphlets. Cambridge, MA: The MIT Press, 2005.
  5. J. Gubbi, R. Buyya, S. Marusic, and M. Palaniswami, "Internet of Things (IoT): a vision, architectural elements, and future directions," Future Generation Computer Systems, vol. 29, no. 7, pp. 1645-1660, 2013. https://doi.org/10.1016/j.future.2013.01.010
  6. D. Miorandi, S. Sicari, F. De Pellegrini, and I. Chlamtac, "Internet of Things: vision, applications and research challenges," Ad Hoc Networks, vol. 10, no. 7, pp. 1497-1516, 2012. https://doi.org/10.1016/j.adhoc.2012.02.016
  7. B. Warneke, M. Last, B. Liebowitz, and K. S. Pister, "Smart dust: communicating with a cubic-millimeter computer," Computer, vol. 34, no. 1, pp. 44-51, 2001. https://doi.org/10.1109/2.895117
  8. J. M. Kahn, R. H. Katz, and K. S. Pister, "Emerging challenges: mobile networking for "smart dust"," Journal of Communications and Networks, vol. 2, no. 3, pp. 188-196, 2000. https://doi.org/10.1109/JCN.2000.6596708
  9. J. M. Kahn, R. H. Katz, and K. S. Pister, "Next century challenges: mobile networking for "Smart Dust"," in Proceedings of the 5th Annual ACM/IEEE international Conference on Mobile Computing and Networking, Seattle, WA, 1999, pp. 271-278.
  10. Smart Dust [Online]. Available: http://www.itfind.or.kr/WZIN/jugidong/1140/114004.htm.
  11. A. Ghobakhlou, S. Shanmuganthan, and P. Sallis, "Wireless sensor networks for climate data management systems," in Proceedings of the 18th World IMACS/MODSIM Congress, Cairns, Australia, 2009, pp. 13-17.
  12. E. Kanagaraj, L. M. Kamarudin, A. Zakaria, R. Gunasagaran, and A. Y. M. Shakaff, "Cloud-based remote environmental monitoring system with distributed WSN weather stations," in Proceedings of 2015 IEEE SENSORS, Busan, South Korea, 2015, pp. 1-4.
  13. P. Susmitha and G. S. Bala, "Design and implementation of weather monitoring and controlling system," International Journal of Computer Applications, vol. 97, no. 3, pp. 19-22, 2014. https://doi.org/10.5120/16987-7089
  14. M. Buettner, B. Greenstein, A. Sample, J. R. Smith, and D. Wetherall, "Revisiting smart dust with RFID sensor networks," in Proceedings of the 7th ACM Workshop on Hot Topics in Networks (HotNets-VII), Calgary, Canada, 2008, pp. 37-42.
  15. J. Park and K. Park, "A high-performance implementation of an IoT system using DPDK," Applied Sciences, vol. 8, no. 4, article no. 550, 2018.
  16. J. Park and K. Park, "A study on system architecture design for plane dynamic scaling in smart dust environments," in Proceedings of 2019 the KIPS Spring Conference, Seoul, South Korea, 2019.
  17. K. Park, I. Kim, and J. Park, "A high speed data transmission method for DPDK-based IoT systems," in Proceedings of the International Conference on Future Information & Communication Engineering, 2018, pp. 325-327.
  18. C. E. Shannon, "A mathematical theory of communication," Bell System Technical Journal, vol. 27, no 3, pp. 379-423, 1948. https://doi.org/10.1002/j.1538-7305.1948.tb01338.x
  19. J. Caffery and G. L. Stuber, "Subscriber location in CDMA cellular networks," IEEE Transactions on Vehicular Technology, vol. 47, no. 2, pp. 406-416, 1998. https://doi.org/10.1109/25.669079
  20. N. B. Priyantha, A. Chakraborty, and H. Balakrishnan, "The cricket location-support system," in Proceedings of the 6th Annual International Conference on Mobile Computing and Networking, Boston, MA, 2000, pp. 32-43.
  21. D. Niculescu and B. Nath, "Ad hoc positioning system (APS) using AOA," in Proceedings of the 22nd Annual Joint Conference of the IEEE Computer and Communications Societies (IEEE Cat. No. 03CH37428), San Francisco, CA, 2003, pp. 1734-1743.