Title :
Interpretation target pattern of a buried basic object on Surface Ground Penetrating Radar system
Author :
Rachmana, Nana ; Hendrawan ; Sugihartono ; Suksmono, Andriyan B.
Author_Institution :
Sch. of Electr. Eng. & Inf., Inst. Teknol. Bandung, Bandung, Indonesia
Abstract :
Surface ground penetrating radar (GPR) is the one of radar technology that is widely used on many applications. It is non-destructive remote sensing method to detect underground buried objects. However, the output target is only hyperbolic representation. This research tries to enhance GPR capability by representing the visual/pattern of the detected target. GPR data of many basic objects (with circular, triangular and rectangular cross-section) are classified and extracted to generate data training model as a unique template for each type basic object. The pattern of object under test will be known by comparing its data with the training data using a decision tree method. A simple powerful algorithm to extract feature parameters of object which based on linier extrapolation is proposed. The result shown that tested buried basic objects can be correctly interpreted.
Keywords :
buried object detection; decision trees; extrapolation; feature extraction; ground penetrating radar; remote sensing by radar; GPR; decision tree method; feature extraction; linier extrapolation; nondestructive remote sensing method; surface ground penetrating radar system; target pattern; underground buried object detection; Buried object detection; Data mining; Decision trees; Ground penetrating radar; Radar applications; Radar detection; Radar remote sensing; Remote sensing; Testing; Training data; GPR; extract feature; object interpretation;
Conference_Titel :
Electrical Engineering and Informatics, 2009. ICEEI '09. International Conference on
Conference_Location :
Selangor
Print_ISBN :
978-1-4244-4913-2
DOI :
10.1109/ICEEI.2009.5254752