Title :
Interference Removal for Autofocusing of GPR Data From RC Bridge Decks
Author :
Xiangmin Wei ; Ying Zhang
Author_Institution :
Sch. of Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
Abstract :
Strong interferences can substantially deteriorate the performance of autofocusing techniques in ground penetrating radar (GPR) data analysis for reinforced concrete (RC) bridge deck evaluation. In this paper, we propose a new approach based on F-K dip filtering to remove interferences, including direct waves and cross rebar reflections. Different from previously related work, the surface roughness and uneven cross rebar reflections resulted from GPR signals propagating through rough surface and inhomogeneous medium are carefully modeled as reflectors with small dipping angles, and hence dip relaxations are introduced in the F-K dip filtering to remove strong interferences. The mechanism of the F-K filter without dip relaxation and the correctness of the rebar modeling are first illustrated using simulation data. Then its effectiveness with adequate dip relaxation is demonstrated by both experimental and field data. Additionally, the performance of the F-K dip filter with adequate dip relaxation is also compared with that of the background subtraction (BS) method that is commonly used for direct wave removal in GPR data processing for RC bridge deck evaluation.
Keywords :
bridges (structures); data analysis; filters; geophysical signal processing; geophysical techniques; ground penetrating radar; interference (signal); rebar; reinforced concrete; remote sensing by radar; structural engineering; surface roughness; BS method; F-K dip filter performance; F-K filter mechanism; GPR data analysis; GPR data autofocusing; GPR data interference removal; GPR data processing; GPR signal propagated cross rebar reflections; GPR signal propagated surface roughness; RC bridge deck GPR data; RC bridge deck evaluation; autofocusing technique performance-deteriorating interference; background subtraction method; cross rebar reflection interference removal; dip filtering-based interference removal; direct wave interference removal; ground penetrating radar data analysis; ground penetrating radar data autofocusing; ground penetrating radar data interference removal; ground penetrating radar data processing; ground penetrating radar signal propagation; inhomogeneous medium-based GPR signal propagation; rebar model correctness; rebar model dip relaxation; reinforced concrete bridge deck evaluation; rough surface-based GPR signal propagation; small dipping angle-reflectors; uneven cross rebar reflections; Bridges; Clutter; Concrete; Ground penetrating radar; Rough surfaces; Surface roughness; Surface waves; Autofocusing; dip relaxation; ground penetrating radar (GPR); interference removal; nondestructive evaluation; reinforced concrete (RC) bridge deck;
Journal_Title :
Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of
DOI :
10.1109/JSTARS.2015.2402211