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
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;
Conference_Titel :
Mechatronic Science, Electric Engineering and Computer (MEC), 2011 International Conference on
Conference_Location :
Jilin
Print_ISBN :
978-1-61284-719-1
DOI :
10.1109/MEC.2011.6025686