Title :
Practical landmine detector using forward-looking ground penetrating radar
Author :
Sun, Y. ; Li, X. ; Li, J.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Florida, Gainesville, FL, USA
Abstract :
A practical landmine detector using forward-looking ground penetrating radar is presented. The detector uses a wavelet packet transform and the sequential feature selection algorithm to extract the most discriminant information distributed in the joint time-frequency domain for detecting landmines. A cascade training method that allows the detector to continue learning from errors made on unseen environments to improve its detection performance is also proposed. The testing results based on a recently conducted blind test are presented.
Keywords :
feature extraction; ground penetrating radar; landmine detection; military radar; radar clutter; radar detection; time-frequency analysis; wavelet transforms; ROC; blind test; discriminant information; forward looking ground penetrating radar; joint time-frequency domain; practical landmine detector; receiver operating characteristics; sequential feature selection algorithm; wavelet packet transform;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:20057339