Title :
A real-time FPGA-based implementation of target detection technique in non homogenous environment
Author_Institution :
Electr. Eng. Dept., King Saud Univ., Riyadh, Saudi Arabia
Abstract :
This paper presents a high speed real-time target detection system for non homogenous environment based on FPGA Technology. The system implements a Backward Automatic Censored Ordered Statistics Detector (B-ACOSD) to maintain a Constant False Alarm Rate (CFAR) for Radar system with a time constraints in term of signal computing and target identification. The design flow and the hardware implementation of each module are introduced in detail. The proposed system can operate up to 115 MHz by using full pipeline organization and parallel computing which increase the speed up of the target detection system to satisfy the real-time constraints. The proposed architecture is designed, implemented, and tested using Stratix II EP2S60F672C3N FPGA Board. The system has the advantages of being simple, fast, and flexible with low development cost for a reference window of length 16 cells.
Keywords :
field programmable gate arrays; radar signal processing; statistics; B-ACOSD; CFAR; FPGA-based implementation; backward automatic censored ordered statistics detector; constant false alarm rate; full pipeline organization; nonhomogenous environment; parallel computing; radar system; signal computing; target detection; Detectors; Field programmable gate arrays; Hardware; Object detection; Pipelines; Radar detection; Real time systems; Signal processing; Statistics; Time factors;
Conference_Titel :
Design and Technology of Integrated Systems in Nanoscale Era (DTIS), 2010 5th International Conference on
Conference_Location :
Hammamet
Print_ISBN :
978-1-4244-6338-1
DOI :
10.1109/DTIS.2010.5487550