KSII Transactions on Internet and Information Systems (TIIS)

  • 제11권10호
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  • Pages.4781-4803
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  • 2017
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  • 1976-7277(pISSN)
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  • 1976-7277(eISSN)
한국인터넷정보학회 (Korean Society for Internet Information)
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Low-power Environmental Monitoring System for ZigBee Wireless Sensor Network

  • 투고 : 2017.02.01
  • 심사 : 2017.05.25
  • 발행 : 2017.10.31
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초록

Environmental monitoring systems using Wireless Sensor Networks (WSNs) face the challenge of high power consumption, due to the high levels of multi-hop data communication involved. In order to overcome the issue of fast energy depletion, a proof-of-concept implementation proves that adopting a clustering algorithm in environmental monitoring applications will significantly reduce the total power consumption for environment sensor nodes. In this paper, an energy-efficient WSN-based environmental monitoring system is proposed and implemented, using eight sensor nodes deployed over an area of $1km^2$, which took place in the city of Tabuk in Saudi Arabia. The effectiveness of the proposed environmental monitoring system has been demonstrated through adopting a number of real experimental studies.

키워드

참고문헌

  1. The United States Environmental Protection Agency (US EPA).
  2. T. Alhmiedat, F. Omar, A. Abu Taleb, & A. Alsswey, "Road Safety and Energy Saving Proposed System: A Zigbee WSN Approach," International Journal of Online Engineering (iJOE), Vol. 11, No. 2. pp. 55-59, 2015. https://doi.org/10.3991/ijoe.v11i2.4430
  3. S. Nouha, A. Mellouk, B. Augustin, Y. Amirat, J. Marty, M. Khoussa, A. Abid, & R. Zitouni, "Wireless Sensor Networks for medical care services," in Proc. of Wireless Communications and Mobile Computing Conference (IWCMC), pp. 571-576, 2011.
  4. T. Alhmiedat, "Cyber-Physical Systems," Cyber-Physical Systems: A Computational Perspective, pp. 105-126, 2015.
  5. G. Liu, Z. Wang, & T. Jiang, "QoS-Aware Throughput Maximization in Wireless Powered Underground Sensor Networks," IEEE Transactions on Communications, Vol. 64, No. 11, pp.4776-4789. 2016. https://doi.org/10.1109/TCOMM.2016.2602863
  6. T. Alhmiedat, "An Adaptive Energy-Efficient Data Collection System for ZigBee Wireless Sensor Networks," International Journal of Distributed Sensor Networks, 2015.
  7. W.R, Heinzelman, A. Chandrakasan, & H, Balakrishnan, "Energy-efficient communication protocol for wireless microsensor networks," in Proc. of the 33rd annual Hawaii international conference on System sciences. pp. 10. 2000.
  8. J. S. Lee, & W. L. Cheng, "Fuzzy-logic-based clustering approach for wireless sensor networks using energy predication," IEEE Sensors Journal, Vol, 12. No. 9. pp. 2891-2897. 2012. https://doi.org/10.1109/JSEN.2012.2204737
  9. D. C. Hoang, R. Kumar, & S. K. Panda, "Fuzzy C-means Clustering protocol for wireless sensor networks," in Proc. of IEEE Int. Symp. Ind. Electron. pp. 3477-3482, 2010.
  10. W.B, Heinzelman, A.P. Chandrakasan, & H, Balakrishnan, "An application-specific protocol architecture for wireless microsensor networks," IEEE Transactions on wireless communications. Vol. 1, No. 4, pp. 660-670. 2002. https://doi.org/10.1109/TWC.2002.804190
  11. S. M. Jung, Y. J. Han, & T. M. Chung. "The concentric clustering scheme for efficient energy consumption," The 9th International Conference on Advanced Communication Technology, Vol. 1, pp. 260-265. 2007.
  12. P.G.V., Naranjo, M., Shojafar, H., Mostafaei, Z. Pooranian, & E, Baccarelli, "P-SEP: a prolong stable election routing algorithm for energy-limited heterogeneous fog-supported wireless sensor networks," The Journal of Supercomputing, pp.1-23. 2016.
  13. T. Alhmiedat, "A Survey on Environmental Monitoring Systems using Wireless Sensor Networks," Journal of Networks Vol. 10, No. 11. pp: 606-615. 2016.
  14. M. Rossi, & D. Brunelli, "Ultra low power wireless gas sensor network for environmental monitoring applications," in Proc. of IEEE Workshop on Environmental Energy and Structural Monitoring Systems (EESMS), pp. 75-81, 2012.
  15. J. Baviskar, A. Mulla, A. Baviskar, S. Ashtekar, & A. Chintawar, "Real time monitoring and control system for green house based on 802.15.4 wireless sensor network," in Proc. of Fourth International Conference on In Communication Systems and Network Technologies (CSNT), pp. 98-103. 2014.
  16. S. Bhattacharya, S. Sridevi, & R. Pitchiah, "Indoor air quality monitoring using wireless sensor network," in Proc. of Sixth International Conference on Sensing Technology (ICST), pp. 422-427. 2012.
  17. M. Navarro, T. W. Davis, Y. Liang, & X. Liang, "A study of long-term WSN deployment for environmental monitoring," in Proc. of IEEE 24th International Symposium on Personal Indoor and Mobile Radio Communications (PIMRC), pp. 2093-2097, 2013.
  18. P. Spachos, L. Song, & D. Hatzinakos, "Prototypes of opportunistic wireless sensor networks supporting indoor air quality monitoring," in Proc. of IEEE Consumer Communications and Networking Conference (CCNC), pp. 851-852. 2013.
  19. A. Kadri, E. Yaacoub, M. Mushtaha, & A Abu-Dayya, "Wireless sensor network for real-time air pollution monitoring," in Proc. of 1st International Conference on Communications, Signal Processing, and their Applications (ICCSPA), pp. 1-5. 2013.
  20. V. Jelicic, M. Magno, D. Brunelli, G. Paci, & L. Benini, "Context-adaptive multimodal wireless sensor network for energy-efficient gas monitoring," IEEE Sensors Journal, Vol. 13, No. 1, pp. 328-338, 2013. https://doi.org/10.1109/JSEN.2012.2215733
  21. G. Barrenetxea, F. Ingelrest, G. Schaefer, M. Vetterli, O. Couach, & M. Parlange, "Sensorscope: Out-of-the-box environmental monitoring," in Proc. of International Conference on Information Processing in Sensor Networks,(IPSN'08), pp. 332-343. 2008.
  22. A. Ghobakhlou, S. Zandi, & P. Sallis, "Development of environmental monitoring system with wireless sensor networks," in Proc. of 19th International Conference on Modelling and Simulation, Perth, Australia, 2011.
  23. A. Kumar, & G. P. Hancke, "Energy efficient environment monitoring system based on the IEEE 802.15. 4 standard for low cost requirements," IEEE Sensors Journal, Vol. 14, No. 8, pp. 2557-2566, 2014. https://doi.org/10.1109/JSEN.2014.2313348
  24. S. Saad, A. Shakaff, A. Saad, & A. Yusof, "Development of wireless sensor network for monitoring indoor air pollutant," in Proc. of International Conference on Mathematics, Engineering and Industrial Applications (ICoMEIA) Vol. 1660, 2015.
  25. M. Srbinovska, C. Gavrovski, V. Dimcev, A. Krkoleva, & V. Borozan, "Environmental parameters monitoring in precision agriculture using wireless sensor networks," Journal of Cleaner Production. Vol. 88, pp. 297-307. 2015. https://doi.org/10.1016/j.jclepro.2014.04.036
  26. A. Mainwaring, J. Polastre, R. Szewczyk, D. Culler, & J. Anderson, "Wireless sensor networks for habitat monitoring," in Proc. of the 1st ACM international workshop on Wireless sensor networks and applications, pp. 88-97. 2002.
  27. A. Bagula, M. Zennaro, G. Inggs, S. Scott, & D. Gascon, "Ubiquitous sensor networking for development (usn4d): An application to pollution monitoring," Sensors. Vol. 12, No. 1, pp. 391-414. 2012. https://doi.org/10.3390/s120100391
  28. M. Gao, F. Zhang, & J. Tian, "Environmental monitoring system with wireless mesh network based on embedded system," in Proc. of Fifth IEEE International Symposium on Embedded Computing. (SEC'08), pp. 174-179, 2008.
  29. S. Saad, L. Kamarudin, K. Kamarudin, W. Nooriman, S. Mamduh, A. Zakaria, A. Shakaff, & M. Jaafar, "A real-time greenhouse monitoring system for mango with Wireless Sensor Network (WSN)," in Proc. of 2nd International Conference on Electronic Design (ICED), pp. 521-526, 2014.
  30. A. Salleh, M. Ismail, R. Mohamad, M. Abd Aziz, M. Othman, & M. Misran, "Development of greenhouse monitoring using wireless sensor network through ZigBee technology," International Journal of Engineering Science Invention (IJESI) Vol. 2, No. 7, pp. 6-12. 2013.
  31. M. A. Reddy, & V. Natarajan, "On-line Monitoring of Green House Gases Storage and Leakage using Wireless Sensor Network," International Research Journal of Engineering and Technology (IRJET), Vol. 2. No. 1. 2015.
  32. V. Katti, & A. Pise, "Remote monitoring of Greenhouse Parameters using Zigbee Wireless Sensor Network," in Proc. of International Journal of Engineering Research and Technology. Vol. 3, No. 2, 2014.
  33. O. A. Postolache, J. M. Pereira, & P. M. B. Girao, "Smart sensors network for air quality monitoring applications," IEEE Transactions on Instrumentation and Measurement, Vol. 58, No. 9, pp. 3253-3262. 2009. https://doi.org/10.1109/TIM.2009.2022372
  34. A. R. Ali, I. Zualkernan, & F. Aloul, "A mobile GPRS-sensors array for air pollution monitoring," IEEE Sensors Journal, Vol. 10, No. 10: pp. 1666-1671. 2010. https://doi.org/10.1109/JSEN.2010.2045890
  35. A. Kadri, E. Yaacoub, M. Mushtaha, & A Abu-Dayya, "Wireless sensor network for real-time air pollution monitoring," in Proc. of 1st International Conference on Communications, Signal Processing, and their Applications (ICCSPA), pp. 1-5, 2013.
  36. J. Valente & W. Pedrycz, "Advances in Fuzzy Clustering and its Applications," Wiley & Sons, 2007.
  37. T. Alhmiedat, A. Abu Salem, & A. Abu Taleb, "An improved decentralized approach for tracking multiple mobile targets through ZigBee WSNs," International Journal of Wireless & Mobile Networks, Vol. 5. No. 3. 2013.
  38. S.C, Ergen, "ZigBee/IEEE 802.15. 4 Summary," UC Berkeley, September, 10, p.17. 2004.

피인용 문헌

  1. Research on routing optimization of WSNs based on improved LEACH protocol vol.2019, pp.1, 2019, https://doi.org/10.1186/s13638-019-1509-y