DocumentCode
2909258
Title
Design and implementation of an OS-CFAR processor based on a new rank order filtering algorithm
Author
Ali, Zulfiqar ; Arshad, Ali ; Razzaq, Umair ; Sana, Sawaira ; Ahmed, Abdul Haseeb ; Harris, Abdullah M.
Author_Institution
Irtiqa Technol., Islamabad, Pakistan
fYear
2010
fDate
29-30 Sept. 2010
Firstpage
158
Lastpage
162
Abstract
A novel rank order statistic calculation algorithm for OS CFAR is presented. OS CFAR gives improved performance in a multitarget environment as compared to CA CFAR. However, the computational requirements of sorting data arrays complicate its implementation. We present an algorithm to overcome this challenge by employing a rank order statistic finding algorithm coupled with the exploitation of parallelism offered by FPGAs. In this technique previously computed results are used to successively divide the data array in order to find the new rank order value. The design is tested on MTI processed data from a TA-10K air traffic control radar and is part of a single chip FPGA based radar signal processor. It is implemented on a Virtex-4SX35 FPGA using the Xilinx XtremeDSP kit.
Keywords
digital signal processing chips; field programmable gate arrays; filtering theory; radar signal processing; sorting; statistical analysis; FPGA; FPGA based radar signal processor; MTI processed data; OS-CFAR processor; TA-10K air traffic control radar; Virtex-4SX35 FPGA; Xilinx XtremeDSP kit; multitarget environment; rank order filtering algorithm; rank order statistic calculation algorithm; rank order statistic finding algorithm; sorting data arrays; Algorithm design and analysis; Arrays; Field programmable gate arrays; Radar; Random access memory; Signal processing algorithms; Sorting;
fLanguage
English
Publisher
ieee
Conference_Titel
System on Chip (SoC), 2010 International Symposium on
Conference_Location
Tampere
Print_ISBN
978-1-4244-8279-5
Type
conf
DOI
10.1109/ISSOC.2010.5625543
Filename
5625543
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