Title :
FPGA-based multispectral fluorometer using CDMA and embedded neural network
Author :
Boukadoum, Mounir ; Trabelsi, Abdelaziz ; Fayomi, Christian
Author_Institution :
Dept. of Comput. Sci., Univ. du Quebec a Montreal, Montreal, QC, Canada
Abstract :
We report on the design and implementation of a fluorescence measurement and analysis device that can identify fluorophore substances. The device performs multi-spectral fluorescence measurements, obtained by exciting the unknown substance with light emitting diodes (LED) whose intensity is CDMA coded for noise rejection. The acquired fluorescence data are processed by a CDMA receiver and a neural network for spectral signature identification and measurement. The design´s front end exploits the capability of color LEDs to act as photodetectors with different spectral responses when reverse-biased. The system avoids using optical lenses and is implemented as a minimum chip count design where an FPGA performs all of the required processing with the exception of the analog front end. It is thus appropriate for field use.
Keywords :
code division multiple access; field programmable gate arrays; fluorescence; fluorescence spectroscopy; infrared spectroscopy; neural nets; optical information processing; optical sensors; optical variables measurement; photodetectors; ultraviolet spectroscopy; visible spectroscopy; CDMA receiver; FPGA; embedded neural network; fluorophore substances; light emitting diodes; multi-spectral fluorescence measurements; multispectral fluorometer; noise rejection; photodetectors; spectral responses; spectral signature identification; spectral signature measurement; Colored noise; Fluorescence; Light emitting diodes; Multiaccess communication; Neural networks; Noise measurement; Optical noise; Optical receivers; Performance evaluation; Semiconductor device measurement; FPGA; embedded instruments; fluorometry; intelligent signal processing; substance identification;
Conference_Titel :
Microelectronics (ICM), 2009 International Conference on
Conference_Location :
Marrakech
Print_ISBN :
978-1-4244-5814-1
DOI :
10.1109/ICM.2009.5418652