The Journal of Korean Institute of Communications and Information Sciences (한국통신학회논문지)

The Korean Institute of Commucations and Information Sciences (한국통신학회)
권호 표지
DOI QR코드

DOI QR Code

Broadcast Data Delivery in IoT Networks with Packet Loss and Energy Constraint

IoT 네트워크에서 패킷 손실과 에너지 소모를 고려한 브로드캐스트 데이터 전달 방법

  • Jeon, Seung Yong (College of Information and Communication Engineering, Sungkyunkwan University) ;
  • Ahn, Ji Hyoung (College of Information and Communication Engineering, Sungkyunkwan University) ;
  • Lee, Tae-Jin (College of Information and Communication Engineering, Sungkyunkwan University)
  • Received : 2015.11.13
  • Accepted : 2016.02.01
  • Published : 2016.02.29
Download PDF
⟨ Previous Next ⟩

Abstract

Internet of Things (IoT) is based on wireless networks being able to connect things and people on a large scale. In the IoT environment, reliable broadcast plays an important role to distribute data to a large number of devices. Energy harvesting from a surrounding environment is a key technique to achieve a sustainable IoT network. In IoT networks, a problem of transmission errors and energy shortage should be mitigated for reliable broadcast. In this paper, we propose an energy-efficient and reliable broadcast method to consider packet errors and energy consumption in the environment where a large number of nodes are connected. The proposed scheme can improve data restoration probability by up to 15% and reduce energy consumption by up to 17%.

IoT(Internet of Things)는 무선 네트워크를 기반으로 다수의 사물 및 사람들을 연결시킬 수 있다. IoT 환경에서는 수많은 장비들에 데이터를 전달할 수 있는 신뢰성 있는 브로드캐스트가 중요하다. 주변 환경으로부터의 에너지 하베스팅은 지속 가능한 IoT 네트워크를 구성하기 위한 핵심 기술이다. IoT 네트워크에서 신뢰성 있는 브로드캐스트를 위해서는 패킷 손실 및 에너지 부족 문제를 완화해야 한다. 본 논문에서는 다수의 노드들이 존재하는 환경에서 패킷 손실과 에너지 소모를 고려한 에너지 효율적이고 신뢰성 있는 브로드캐스트 방법을 제시한다. 제안 방법을 통해 데이터 복원 확률을 최대 15% 증가시키고 에너지 소모를 최대 17% 감소시킬 수 있다.

Keywords

References

  1. Z. Sheng, S. Yang, Y. Yu, A. Vasilakos, J. McCann, and K. K. Leung, "A survey on the IETF protocol suite for the internet of things: standards, challenges, and opportunities," IEEE Wireless Commun., vol. 20, no. 6, pp. 91-98, Dec. 2013. https://doi.org/10.1109/MWC.2013.6704479
  2. C.-S. Oh, M.-S. Seo, J.-H. Lee, S.-H. Kim, Y.-D. Kim, and H.-J. Park, "Indoor air quality monitoring systems in the IoT environment," J. KICS, vol. 40, no. 5, pp. 886-891, May 2015. https://doi.org/10.7840/kics.2015.40.5.886
  3. A. Chandra, J. S. Back, and S. R. Lee, "Internet-of-Things based approach for monitoring pharmaceutical cold chain," J. KICS, vol. 39, no. 9, pp. 828-840, Sep. 2014.
  4. C. C. Kuan and H. Y. Wei, "Design and analysis for reliable broadcast transmission in energy harvesting networks," in Proc. IEEE GLOBECOM, pp. 1745-1750, Anaheim, USA, Dec. 2012.
  5. S. Sudevalayam and P. Kulkarni, "Energy harvesting sensor nodes: survey and implications," IEEE Commun. Surveys and Tuts., vol. 13, no. 3, pp. 443-461, Jul. 2011. https://doi.org/10.1109/SURV.2011.060710.00094
  6. H. Weatherspoon and J. Kubiatowicz, "Erasure coding vs. replication: a quantitative comparison," in Proc. 1st Int. Workshop Peer-to-Peer Syst., pp. 328-337, Cambridge, USA, Mar. 2002.
  7. I. S. Reed and G. Solomon, "Polynomial codes over certain finite fields," J. Soc. Ind. and Appl. Math., vol. 8, no. 2, pp. 300-304, Jun. 1960. https://doi.org/10.1137/0108018
  8. J. W. Byers, M. Luby, and M. Mitzenmacher, "A digital fountain approach to asynchronous reliable multicast," IEEE J. Sel. Areas in Commun., vol. 20, no. 8, pp. 1528-1540, Oct. 2002. https://doi.org/10.1109/JSAC.2002.803996
  9. C. C. Kuan, G. Y. Lin, H. Y. Wei, and R. Vannithamby, "Reliable multicast and broadcast mechanisms for energy-harvesting devices," IEEE Trans. Veh. Technol., vol. 63, no. 4, pp. 1813-1826, May 2014. https://doi.org/10.1109/TVT.2013.2288941
  10. O. Landsiedel, K. Wehrle, and S. Gotz, "Accurate prediction of power consumption in sensor networks," in Proc. 2nd IEEE Wksp. Embedded Netw. Sensors, pp. 37-44, Sydney, Australia, May 2005.
  11. M. Luby, "LT codes," in Proc. IEEE Annu. Symp. Foundations of Comput. Sci., pp. 271-280, Vancouver, Canada, Nov. 2002.
  12. R. Kumar, A. Paul, U. Ramachandran, and D. Kotz, "On improving wireless broadcast reliability of sensor networks using erasure codes," in Proc. 2nd Int. Conf. Mob. Ad-hoc and Sensor Netw., pp. 155-170, Hong Kong, China, Dec. 2006.
  13. S. Y. Jeon, J. H. Ahn, and T.-J. Lee, "Reliable broadcast method using rateless erasure coding for wireless energy harvesting networks," in Proc. KICS Conference 2015, pp. 109-110, Jeju Island, Korea, Jun. 2015.
  14. J. Cha and J. Kim, "Novel anti-collision algorithms for fast object identification in RFID system," in Proc. 11th Int. Conf. Parallel Distrib. Syst., vol. 2, pp. 63-67, Fukuoka, Japan, Jul. 2005.
  15. B. Medepally, N. B. Mehta, and C. R. Murthy, "Implications of energy profile and storage on energy harvesting sensor link performance," in Proc. IEEE GLOBECOM, pp. 1-6, Honolulu, USA, Dec. 2009.

Cited by

  1. 협력 인지 통신망에서의 전 이중 통신 vol.41, pp.11, 2016, https://doi.org/10.7840/kics.2016.41.11.1374
  2. 개인 프레즌스-선호 기반 지능형 로컬 서비스 시스템과 모바일 엣지 컴퓨팅 환경에서의 적용 방안 vol.42, pp.2, 2016, https://doi.org/10.7840/kics.2017.42.2.523