Title :
Returns Acquiring and HRRP Imaging for Radar Ship Target Recognition
Author :
Zhang Lefeng ; Du Xiaoyong ; Hu Weidong
Author_Institution :
ATR Lab., Nat. Univ. of Defense Technol., Changsha, China
Abstract :
Target recognition is one of the must trends of the sea surveillance radar, and the accuracy of target recognition is dependent on the radar´s acquiring capability of target electromagnetic signature. Firstly, according to the low-resolution pulse mode of the sea surveillance radar, this paper studies a new technique of single-channel hard sampling and multi-channel soft extracting to provide versatile return data simultaneously for the target detection, display and coarse-classification. Many statistic features such as silk afterglow, notch, bounce and twist can be extracted from high-precision return sequences, which can be used for coarse target classification. A field programmable gate array (FPGA) algorithm of intermediate frequency (IF) direct sampling and high resolution range profile (HRRP) imaging is also proposed in the paper aiming at the wide-band imaging mode of the sea surveillance radar. The scatter centers distribution features can be extracted from HRRP image to evaluate the length and width of the target. AssembLing the two working modes, a method of the informational radar display & control terminal (IRDACT) is performed, which can improve the recognition capability of the sea surveillance radar.
Keywords :
field programmable gate arrays; marine radar; object recognition; radar imaging; search radar; target tracking; FPGA; HRRP imaging; electromagnetic signature; field programmable gate array algorithm; high precision return sequence; high resolution range profile imaging; informational radar display and control terminal; intermediate frequency direct sampling; low resolution pulse mode; multichannel soft extraction; radar ship target recognition; returns acquiring; sea surveillance radar; single channel hard sampling; target coarse classification; versatile return data; Imaging; Radar cross section; Radar imaging; Radar tracking; Surveillance; Target recognition; high-precision return sequence; informational radar display & control terminal (IRDACT); scatter centers distribution; target recognition; wide-band imaging;
Conference_Titel :
Digital Manufacturing and Automation (ICDMA), 2011 Second International Conference on
Conference_Location :
Zhangjiajie, Hunan
Print_ISBN :
978-1-4577-0755-1
Electronic_ISBN :
978-0-7695-4455-7
DOI :
10.1109/ICDMA.2011.261