• DocumentCode
    3393881
  • Title

    Method of soil electrical conductivity measurement based on multi-sensor data fusion

  • Author

    Chunlong Ma ; Jianguo Li ; Shuhan Yu

  • Author_Institution
    Guang Hua Coll., Chang Chun Univ., Chang Chun, China
  • fYear
    2011
  • fDate
    19-22 Aug. 2011
  • Firstpage
    1219
  • Lastpage
    1221
  • Abstract
    This essay aims at solving the problems such as low efficiency, high-error rates and inadequate real-time data acquisitions when using a portable soil electrical conductivity meter. Based on the theory of multi-sensor data fusion, a new method of measurement of soil electrical conductivity is given, with which soil electrical conductivity can be measured with the single sensor fusion algorithm of batch estimation combining with the method of adaptive weighted fusion. At the same time, a hardware system that achieves the algorithm is designed, and the soil electrical conductivity can be collected in real time by the hardware system. Thus, the problems can be solved by using the new measurement method. Innovation point of the essay is the method that the soil electrical conductivity can measured by the single sensor fusion algorithm of batch estimation combining with the method of adaptive weighted fusion.
  • Keywords
    electrical conductivity measurement; farming; sensor fusion; soil; adaptive weighted fusion; batch estimation; error rate; farming; hardware system; multisensor data fusion; real-time data acquisition; soil electrical conductivity measurement; Conductivity; Conductivity measurement; Measurement uncertainty; Soil; Soil measurements; Weight measurement; adaptive weighted fusion algorithm; batch estimate fusion algorithm; multi-sensor data fusion; soil electrical conductivity;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Mechatronic Science, Electric Engineering and Computer (MEC), 2011 International Conference on
  • Conference_Location
    Jilin
  • Print_ISBN
    978-1-61284-719-1
  • Type

    conf

  • DOI
    10.1109/MEC.2011.6025686
  • Filename
    6025686