Title :
An FPGA-based implementation of HW/SW architecture for CFAR radar target detector
Author :
Djemal, Ridha ; Belwafi, Kais ; Kaaniche, Walid ; Alshebeili, Saleh A.
Author_Institution :
Electr. Eng. Dept., King Saud Univ., Riyadh, Saudi Arabia
Abstract :
This paper presents an efficient HW/SW Codesign FPGA-based architecture of B-ACOSD CFAR target detector in log normal distribution for radar system. All CFAR system modules are analyzed in order to identify the critical ones to be optimized so that the detection process will be conducted in realtime. To compel the design optimization of CFAR Architecture, we have considered the custom instruction approach offered by Altera environment. Furthermore HW/SW architecture of the CFAR detector is carried out where the NIOS II execute the software part and communicate via the Avalon switch fabric with the hardware modules represented by the custom logic components, on-chip memories, UART and JTAG interfaces. The proposed system-on-chip is validated and tested using the Stratix IV EP4SGX230KF4C2 of Altera operating at 250MHz. Using the HW/SW approach for our embedded target detection system, we improved the performance of the architecture compared to the pure software one with a total delay of 0.45 μs.
Keywords :
field programmable gate arrays; hardware-software codesign; log normal distribution; object detection; optimisation; radar computing; radar detection; radar signal processing; system-on-chip; Altera environment; Avalon switch fabric; B-ACOSD CFAR radar target detector; CFAR architecture; HW-SW codesign FPGA-based architecture; JTAG interfaces; NIOS II; Stratix IV EP4SGX230KF4C2; UART; custom instruction approach; custom logic components; design optimization; embedded target detection system; frequency 250 MHz; log normal distribution; on-chip memories; radar system; system-on-chip; Clutter; Computer architecture; Detectors; Hardware; Microprocessors; Software; System-on-a-chip;
Conference_Titel :
Microelectronics (ICM), 2011 International Conference on
Conference_Location :
Hammamet
Print_ISBN :
978-1-4577-2207-3
DOI :
10.1109/ICM.2011.6177358