Title :
Stochastic resonance-enhanced laser-based particle detector
Author :
Dutta, A. ; Werner, C.
Author_Institution :
Instrum. Design & Fabrication, Howard Hughes Med. Inst., Ashburn, WI, USA
Abstract :
This paper presents a Laser-based particle detector whose response was enhanced by modulating the Laser diode with a white-noise generator. A Laser sheet was generated to cast a of the object on a 200 dots per inch, 512 times 1 pixels linear sensor array. The Laser diode was modulated with a white-noise generator to achieve stochastic resonance. The white-noise generator essentially amplified the wide-bandwidth (several hundred MHz) noise produced by a reverse-biased Zener diode operating in junction-breakdown mode. The gain in the amplifier in the white-noise generator was set such that the Receiver Operating Characteristics plot provided the best discriminability. A monofiber 40 AWG (~80 mum) wire was detected with ~88% True Positive rate and ~19% False Positive rate in presence of white-noise modulation and with ~71% True Positive rate and ~15% False Positive rate in absence of white-noise modulation.
Keywords :
Zener diodes; bio-optics; biological techniques; optical modulation; optical sensors; semiconductor lasers; sensitivity analysis; sensor arrays; stochastic processes; white noise; zoology; Drosophila melanogaster escape behavior; false positive rate; junction-breakdown mode; laser diode modulation; linear sensor array; monofiber AWG; receiver operating characteristics; reverse-biased Zener diode operation; stochastic resonance-enhanced laser-based particle detector; true positive rate; white-noise generator; white-noise modulation; wide-bandwidth noise; Actigraphy; Animals; Drosophila melanogaster; Equipment Design; Equipment Failure Analysis; Escape Reaction; Lasers; Photometry; Signal Processing, Computer-Assisted; Stochastic Processes;
Conference_Titel :
Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE
Conference_Location :
Minneapolis, MN
Print_ISBN :
978-1-4244-3296-7
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2009.5332748