University of Wollongong
Browse

Air Void Detection Using Variational Mode Decomposition With Low Rank

Download (372.14 kB)
journal contribution
posted on 2024-11-15, 20:57 authored by Fok Hing Chi Tivive, Abdesselam BouzerdoumAbdesselam Bouzerdoum, Shivakumar Karekal
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.

History

Citation

F. Tivive , A. Bouzerdoum & S. Karekal, "Air Void Detection Using Variational Mode Decomposition With Low Rank," IEEE Sensors Journal, vol. 20, (5) pp. 2600-2607, 2020.

Language

English

RIS ID

141499

Usage metrics

    Categories

    Exports

    RefWorks
    BibTeX
    Ref. manager
    Endnote
    DataCite
    NLM
    DC