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  HomeContents of Chinese Journal of Mechanical Engineering (English Edition),2003 No.3STUDY ON THE COAL-ROCK INTER-FACE RECOGNITION METHOD BASED ON MULTI-SENSOR DATA FUSION TECHNIQUE

Ren Fang 

 

Yang Zhaojian

 

Xiong Shibo

Research Institute of Mechano-

Electronic Engineering,

Taiyuan University of Technology,

Taiyuan 030024, China

 

 

STUDY ON THE COAL-ROCK INTER-FACE RECOGNITION METHOD BASED ON MULTI-SENSOR DATA FUSION TECHNIQUE *


Abstract: The coal-rock interface recognition method based on multi-sensor data fusion technique is put forward because of the localization of single type sensor recognition method. The measuring theory based on multi-sensor data fusion technique is analyzed, and hereby the test platform of recognition system is manufactured. The advantage of data fusion with the fuzzy neural network (FNN) technique has been probed. The two-level FNN is constructed and data fusion is carried out. The experiments show that in various conditions the method can always acquire a much higher recognition rate than normal ones.

Key words: Coal-rock interface recognition (CIR)  Data fusion (DF)  Multi-sensor

 


* This project is supported by Provincial Youth Science Foundation of Shanxi, China (No.20011020) and National Natural Science Foundation of China (No.59975064). Received June 16, 2002; received in revised form April 7, 2003; accepted April 10, 2003

 

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