
Classification of free rigid targets with micro‐motions using inertial characteristic from radar signatures
Author(s) -
Lei Peng,
Wang Jun,
Sun Jinping
Publication year - 2014
Publication title -
electronics letters
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.375
H-Index - 146
ISSN - 1350-911X
DOI - 10.1049/el.2014.1091
Subject(s) - radar , inertial frame of reference , computer science , remote sensing , aerospace engineering , physics , geology , engineering , classical mechanics
The potential of an object's inertial characteristic is studied for the purpose of classification of free rigid targets in radar. Through the estimation of micro‐motion parameters from micro‐Doppler signals, the inertial characteristic can be further obtained. It is an intrinsic property of the targets themselves, and essentially independent of their diverse micro‐motion states. Then a simple Bayesian classifier is adopted to make the target discrimination. Numerical results and analysis finally show that the inertia‐based feature performs better than classic time–frequency and micro‐dynamic characteristics in the classification application.