Table of Contents Author Guidelines Submit a Manuscript
Journal of Sensors
Volume 2016, Article ID 4287834, 8 pages
http://dx.doi.org/10.1155/2016/4287834
Research Article

A Stream Processing System for Multisource Heterogeneous Sensor Data

College of Computer Science and Technology, Jilin University, Changchun 130012, China

Received 21 December 2015; Revised 17 February 2016; Accepted 22 February 2016

Academic Editor: Liling Fu

Copyright © 2016 Liang Hu et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. B. Guo, Z. Wang, Z. Yu et al., “Mobile crowd sensing and computing: the review of an emerging human-powered sensing paradigm,” ACM Computing Surveys, vol. 48, no. 1, article 7, 2015. View at Publisher · View at Google Scholar · View at Scopus
  2. X. Fengguang, H. Xie, and K. Liqun, “Research and implementation of heterogeneous data integration based on XML,” in Proceedings of the 9th International Conference on Electronic Measurement and Instruments (ICEMI '09), pp. 4711–4715, IEEE, Beijing, China, August 2009. View at Publisher · View at Google Scholar · View at Scopus
  3. G. Wiederhold, “Mediators in the architecture of future information systems,” Computer, vol. 25, no. 3, pp. 38–49, 1992. View at Publisher · View at Google Scholar · View at Scopus
  4. L. Atzori, A. Iera, and G. Morabito, “The internet of things: a survey,” Computer Networks, vol. 54, no. 15, pp. 2787–2805, 2010. View at Publisher · View at Google Scholar · View at Scopus
  5. L. D. Xu, W. He, and S. Li, “Internet of things in industries: a survey,” IEEE Transactions on Industrial Informatics, vol. 10, no. 4, pp. 2233–2243, 2014. View at Publisher · View at Google Scholar · View at Scopus
  6. D. Bandyopadhyay and J. Sen, “Internet of things: applications and challenges in technology and standardization,” Wireless Personal Communications, vol. 58, no. 1, pp. 49–69, 2011. View at Publisher · View at Google Scholar · View at Scopus
  7. F. Wang, L. Hu, J. Zhou, Y. Wu, J. Hu, and K. Zhao, “Software toolkits: practical aspects of the internet of things—a survey,” International Journal of Distributed Sensor Networks, vol. 2015, Article ID 534378, 9 pages, 2015. View at Publisher · View at Google Scholar · View at Scopus
  8. G. Fersi, “Middleware for internet of things: a study,” in Proceedings of the 11th IEEE International Conference on Distributed Computing in Sensor Systems (DCOSS '15), pp. 230–235, Fortaleza, Brazil, June 2015. View at Publisher · View at Google Scholar · View at Scopus
  9. S. Hadim and N. Mohamed, “Middleware: middleware challenges and approaches for wireless sensor networks,” IEEE Distributed Systems Online, vol. 7, no. 3, pp. 1–23, 2006. View at Publisher · View at Google Scholar · View at Scopus
  10. L. Mottola and G. P. Picco, “Middleware for wireless sensor networks: an outlook,” Journal of Internet Services and Applications, vol. 3, no. 1, pp. 31–39, 2012. View at Publisher · View at Google Scholar
  11. M. M. Wang, J. N. Cao, J. Li, and S. K. Dasi, “Middleware for wireless sensor networks: a survey,” Journal of Computer Science and Technology, vol. 23, no. 3, pp. 305–326, 2008. View at Publisher · View at Google Scholar
  12. G. Q. Liang and J. N. Cao, “Social context-aware middleware: a survey,” Pervasive and Mobile Computing, vol. 17, pp. 207–219, 2015. View at Publisher · View at Google Scholar · View at Scopus
  13. M. Haghighi and D. Cliff, “Sensomax: an agent-based middleware for decentralized dynamic data-gathering in wireless sensor networks,” in Proceedings of the International Conference on Collaboration Technologies and Systems (CTS '13), pp. 107–114, San Diego, Calif, USA, May 2013. View at Publisher · View at Google Scholar · View at Scopus
  14. F. Wang, L. Hu, J. Zhou, and K. Zhao, “A data processing middleware based on SOA for the internet of things,” Journal of Sensors, vol. 2015, Article ID 827045, 8 pages, 2015. View at Publisher · View at Google Scholar · View at Scopus
  15. S. Gaglio, G. L. Re, G. Martorella, and D. Peri, “A lightweight middleware platform for distributed computing on wireless sensor networks,” Procedia Computer Science, vol. 32, pp. 908–913, 2014. View at Publisher · View at Google Scholar
  16. Z. Khalid, N. Fisal, and M. Rozaini, “A survey of middleware for sensor and network virtualization,” Sensors, vol. 14, no. 12, pp. 24046–24097, 2014. View at Publisher · View at Google Scholar · View at Scopus
  17. B. Dong, S. Byna, and K. Wu, “SDS: a framework for scientific data services,” in PDSW '13 Proceedings of the 8th Parallel Data Storage Workshop, D. Hildebrand and K. Schwan, Eds., pp. 27–32, ACM, New York, NY, USA, 2013. View at Google Scholar
  18. D. Bin, S. Byna, and W. Kesheng, “Spatially clustered join on heterogeneous scientific data sets,” in Proceedings of the IEEE International Conference on Big Data (Big Data '15), pp. 371–380, Santa Clara, Calif, USA, 2015.
  19. P. G. Brown, “Overview of sciDB: large scale array storage, processing and analysis,” in Proceedings of the ACM SIGMOD International Conference on Management of Data, pp. 963–968, ACM, 2010. View at Publisher · View at Google Scholar
  20. R. J. Green, J. Davies, M. C. Davies, C. J. Roberts, and S. J. B. Tendler, “Surface plasmon resonance for real time in situ analysis of protein adsorption to polymer surfaces,” Biomaterials, vol. 18, no. 5, pp. 405–413, 1997. View at Publisher · View at Google Scholar · View at Scopus
  21. R. Khan, S. U. Khan, R. Zaheer, and S. Khan, “Future internet: the internet of things architecture, possible applications and key challenges,” in Proceedings of the 10th International Conference on Frontiers of Information Technology (Fit '12), pp. 257–260, IEEE, Islamabad, Pakistan, December 2012. View at Publisher · View at Google Scholar · View at Scopus
  22. 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. View at Publisher · View at Google Scholar · View at Scopus
  23. C. Tsai, C. Lai, M. Chiang, and L. T. Yang, “Data mining for internet of things: a survey,” IEEE Communications Surveys & Tutorials, vol. 16, no. 1, pp. 77–97, 2014. View at Publisher · View at Google Scholar
  24. C. Perera, A. Zaslavsky, P. Christen, and D. Georgakopoulos, “Context aware computing for the internet of things: a survey,” IEEE Communications Surveys and Tutorials, vol. 16, no. 1, pp. 414–454, 2014. View at Publisher · View at Google Scholar · View at Scopus
  25. Z. Ming, F. Hong, and M. Yan, “Semantic annotation method of IOT middleware,” in Proceedings of the 4th International Conference on Intelligent Control and Information Processing (ICICIP '13), pp. 495–498, IEEE, Beijing, China, June 2013. View at Publisher · View at Google Scholar · View at Scopus
  26. S. Q. Hu, H. O. Wang, C. D. She, and J. F. Wang, “A semantic middleware of grain storage internet,” in Computer and Computing Technologies in Agriculture IV, Part 4, D. L. Li, Y. Liu and, and Y. Y. Chen, Eds., IFIP Advances in Information and Communication Technology, pp. 71–77, Springer, Berlin, Germany, 2011. View at Google Scholar
  27. J. Granados, A.-M. Rahmani, P. Nikander, P. Liljeberg, and H. Tenhunen, “Towards energy-efficient HealthCare: an Internet-of-Things architecture using intelligent gateways,” in Proc. 4th International Conference on Wireless Mobile Communication and Healthcare, MOBIHEALTH 2014, November 3, 2014–November 5, 2014, pp. 279–282, Institute of Electrical and Electronics Engineers, 2015. View at Google Scholar
  28. H. Z. Wang, G. W. Lin, J. Q. Wang, W. L. Gao, Y. F. Chen, and Q. L. Duan, “Management of big data in the internet of things in agriculture based on cloud computing,” in Proc. 3rd International Conference on Manufacturing Engineering and Process, ICMEP 2014, April 10, 2014-April 11, 2014, pp. 1438–1444, Trans Tech Publications Ltd, 2014. View at Google Scholar
  29. J. Hwang and H. Yoe, “Study on the context-aware middleware for ubiquitous greenhouses using wireless sensor networks,” Sensors, vol. 11, no. 5, pp. 4539–4561, 2011. View at Publisher · View at Google Scholar · View at Scopus
  30. J. An, X. L. Gui, W. D. Zhang, J. H. Jiang, and J. W. Yang, “Research on social relations cognitive model of mobile nodes in Internet of Things,” Journal of Network and Computer Applications, vol. 36, no. 2, pp. 799–810, 2013. View at Publisher · View at Google Scholar · View at Scopus
  31. D. Q. Zhang, H. Y. Huang, C. F. Lai, X. D. Liang, Q. Zou, and M. Y. Guo, “Survey on context-awareness in ubiquitous media,” Multimedia Tools and Applications, vol. 67, no. 1, pp. 179–211, 2013. View at Publisher · View at Google Scholar
  32. E. Theodoridis, G. Mylonas, and I. Chatzigiannakis, “Developing an IoT Smart City framework,” in Proceedings of the 4th International Conference on Information, Intelligence, Systems and Applications (IISA '13), pp. 1–6, IEEE, Piraeus, Greece, July 2013. View at Publisher · View at Google Scholar · View at Scopus
  33. M. Nakamura and L. D. Bousquet, “Constructing execution and life-cycle models for smart city services with self-aware IoT,” in Proceedings of the IEEE International Conference on Autonomic Computing (ICAC '15), pp. 289–294, Grenoble, France, July 2015.
  34. S.-P. Tseng, B.-R. Li, J.-L. Pan, and C.-J. Lin, “An application of Internet of things with motion sensing on smart house,” in Proceedings of the IEEE International Conference on Orange Technologies (ICOT '14), pp. 65–68, Xian, China, September 2014. View at Publisher · View at Google Scholar · View at Scopus
  35. K. Aberer, M. Hauswirth, and A. Salehi, “Infrastructure for data processing in large-scale interconnected sensor networks,” in Proceedings of the 8th International Conference on Mobile Data Management (MDM '07), pp. 198–205, IEEE, Mannheim, Germany, May 2007. View at Publisher · View at Google Scholar · View at Scopus
  36. Tinyos, “TinyOS Alliance,” July 2010, http://www.tinyos.net/.
  37. GSN Documentation, https://github.com/LSIR/gsn/wiki/Documentation.