Application of Data Fusion Technology in Greenhouse Environment Monitoring and Control System

  • Xiangfei Meng
  • Changming Wang
Part of the IFIP Advances in Information and Communication Technology book series (IFIPAICT, volume 370)


Multisensor data fusion technology is a new frontier technology. According to the demand of greenhouse environment monitoring, the paper puts forward a new kind of data fusion method based on Dempster-Shafer (D-S) evidence theory and agricultural expert system. The experimental results show that the method can improve the veracity of decision of measuring and controlling greenhouse environment parameters, and can significantly improve the control effect of greenhouse environment.


greenhouse environment multisensor data fusion D-S evidence theory agricultural expert system 


  1. 1.
    Xu, F.: The Study of the Development of Establishment Agriculture in China, Shandong Agriculture University, pp. 1–5. (2008)Google Scholar
  2. 2.
    (US) Hall (D.L.). Multisensor Data Fusion Manual, pp. 256–260. Publishing House of Electronics Industry, Pekin (2008)Google Scholar
  3. 3.
    Kang, Y.: Data Fusion Theory and Application, pp. 165–168. Publishing house of Xi-Dian University, Sian (2006)Google Scholar
  4. 4.
    Zhao, Z.: The Countermeasures of Developing Intellective Agriculture Expert System. China Science and Technology Review, 16–18 (2009)Google Scholar
  5. 5.
    Liang, J.: The Research and Design of Intelligent Greenhouse Environment Temperature and Humidity Measurement and Control System, pp. 25–30. Taiyuan University of Technology (2005)Google Scholar
  6. 6.
    Ding, W.: The Analysis of Greenhouse Environment Control and Situation of Greenhouse Simulation Modeled To The Current. Chinese Society of Agricultural Machinery. Journal of Agricultural Machinery 40(5), 44–48 (2009)Google Scholar
  7. 7.
    Cheng, M., Yuan, H., et al.: The Research Based on Multisensor Data Fusion and Greenhouse Environment Control. Agricultural Mechanization Research 31(7), 213–217 (2009)Google Scholar

Copyright information

© IFIP International Federation for Information Processing 2012

Authors and Affiliations

  • Xiangfei Meng
    • 1
    • 2
  • Changming Wang
    • 1
  1. 1.School of Mechanical EngineeringNUSTNanjingChina
  2. 2.Changshu Institute of TechnologyChangshuChina

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