Using wave-coefficients as feature vectors to identify aerospace targets
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Author(s)
Related Research Unit(s)
Detail(s)
Original language | English |
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Pages (from-to) | 465-480 |
Journal / Publication | Progress in Electromagnetics Research |
Volume | 135 |
Publication status | Published - 2013 |
Link(s)
Abstract
An original target identification method using Wave-Coefficients (WCs) as feature vector is proposed. The scattering fields of arbitrary shaped targets are expressed as a sum of spherical waves and the distinctive coefficients are exploited as the target feature. Decision rule based on correlation coefficient is established, and some analyses on the properties of the WCs are conducted. Numerical simulations of four targets are carried out and the recognition performances without and with noise are provided and discussed.
Citation Format(s)
Using wave-coefficients as feature vectors to identify aerospace targets. / Jiang, Xiaomin; Jia, Shouqing; Xia, Mingyao et al.
In: Progress in Electromagnetics Research, Vol. 135, 2013, p. 465-480.
In: Progress in Electromagnetics Research, Vol. 135, 2013, p. 465-480.
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review