Real-time Implementation of Chirp Scaling Algorithm

被引:0
|
作者
Shi Changzhen [1 ]
Wang Zhensong [1 ]
机构
[1] Chinese Acad Sci, Inst Comp Technol, Beijing 100190, Peoples R China
关键词
Chirp Scaling; Embedded Computing; Real-time; Phase Compensation Factor; Pipeline;
D O I
10.4028/www.scientific.net/AMM.58-60.1113
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Echo data generated by Synthetic aperture radar (SAR) has the characteristics of high data rate and huge data quantity. However, the complex Chirp Scaling (CS) algorithm in SAR processing leads to excessive calculations. To solve this problem, this paper presents an implementation on a parallel structure real-time image processing board, which adopts principal-subordinate parallel processing structures. The principal FPGA board is responsible for the control of the entire image processing, data collection, distribution and interaction. Each subordinate FPGA, as an independent processing unit, is able to independently finish the FFT transformation and phase factor compensation. The performance of the high-performance parallel FFT processors is 4 times as efficient as that of a single butterfly processor. The phase factor generation and compensation is optimized through two steps, one is fast algorithm in phase factor generation and compensation; the other is the optimization among the processing procedures,The proposed architecture can process an image in size16384 x 65536 at 100MHZ operation frequency within 12.5s.
引用
收藏
页码:1113 / 1118
页数:6
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