DocumentCode
3513219
Title
A Hybrid-FPGA System for On-Board Data Processing Targeting the MATMOS FTIR Instrument
Author
Bekker, Dmitriy L. ; Lukowiak, Marcin ; Shaaban, Muhammad ; Blavier, Jean-Francois L. ; Pingree, Paula J.
Author_Institution
Dept. of Comput. Eng., Rochester Inst. of Technol., Rochester, NY
fYear
2008
fDate
1-8 March 2008
Firstpage
1
Lastpage
15
Abstract
The MATMOS Fourier transform infrared (FTIR) spectrometer is one of three scientific instruments on the previously proposed MARVEL mission. MATMOS requires computationally intensive floating-point signal processing to reduce the amount of data prior to downlink. With the goal of reducing design time and the size and weight of instrument electronics, this paper presents an FTIR spectrometry implementation targeting the Xilinx Virtex-4FX hybrid-FPGA and its embedded PowerPC 405 processor. We explore different hardware and software optimizations and architectural configurations of the hybrid-FPGA system to demonstrate optimal performance in onboard data processing. By including a dedicated floating point unit and dot-product co-processor in the hardware as well as utilizing optimized single-precision math library functions and a modified IBM PowerPC performance library in the software, we demonstrate a more than 8x reduction in execution time compared to the non-optimized software only implementation. A dual-processor design concept as an enhancement that would further reduce the execution time is also presented.
Keywords
Fourier transform spectrometers; field programmable gate arrays; infrared spectrometers; signal processing; space vehicle electronics; MARVEL mission; MATMOS FTIR instrument; MATMOS Fourier transform infrared spectrometer; Xilinx Virtex-4FX hybrid-FPGA; dedicated floating point unit; dot-product co-processor; dual-processor design concept; embedded PowerPC 405 processor; floating-point signal processing; hybrid-FPGA system; instrument electronics; modified IBM PowerPC performance library; onboard data processing; optimized single-precision math library functions; Data processing; Downlink; Fourier transforms; Hardware; Infrared spectra; Instruments; Signal processing; Software libraries; Software performance; Spectroscopy;
fLanguage
English
Publisher
ieee
Conference_Titel
Aerospace Conference, 2008 IEEE
Conference_Location
Big Sky, MT
ISSN
1095-323X
Print_ISBN
978-1-4244-1487-1
Electronic_ISBN
1095-323X
Type
conf
DOI
10.1109/AERO.2008.4526400
Filename
4526400
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