TY - JOUR
T1 - Air Void Detection Using Variational Mode Decomposition with Low Rank
AU - Tivive, Fok Hing Chi
AU - Bouzerdoum, Abdesselam
AU - Karekal, Shivakumar
N1 - Publisher Copyright:
© 2001-2012 IEEE.
PY - 2020/3/1
Y1 - 2020/3/1
N2 - This paper presents an air-void detection technique for air-coupled radar, which emits electromagnetic waves to interrogate an air-void inside a medium or between two media. The reflections from the air-medium interfaces are usually corrupted by air-coupling, antenna ringing, and internal reflections, rendering air-void detection very difficult or, in certain cases, impossible. The proposed method exploits the low-rank structure of the background clutter to suppress these nuisance signals. A variational mode decomposition model is developed to extract the backscattering at different air-medium interfaces as signal modes. Real experiments are conducted using a stepped frequency radar. The experimental results show that the proposed method can detect air-gap between two sand blocks.
AB - This paper presents an air-void detection technique for air-coupled radar, which emits electromagnetic waves to interrogate an air-void inside a medium or between two media. The reflections from the air-medium interfaces are usually corrupted by air-coupling, antenna ringing, and internal reflections, rendering air-void detection very difficult or, in certain cases, impossible. The proposed method exploits the low-rank structure of the background clutter to suppress these nuisance signals. A variational mode decomposition model is developed to extract the backscattering at different air-medium interfaces as signal modes. Real experiments are conducted using a stepped frequency radar. The experimental results show that the proposed method can detect air-gap between two sand blocks.
KW - Stepped-frequency radar
KW - air void detection
KW - background clutter removal
KW - low-rank
KW - variational mode decomposition
UR - http://www.scopus.com/inward/record.url?scp=85079611306&partnerID=8YFLogxK
U2 - 10.1109/JSEN.2019.2951698
DO - 10.1109/JSEN.2019.2951698
M3 - Article
AN - SCOPUS:85079611306
SN - 1530-437X
VL - 20
SP - 2600
EP - 2607
JO - IEEE Sensors Journal
JF - IEEE Sensors Journal
IS - 5
M1 - 8891762
ER -