EPJ Web of Conferences
Volume 103, 2015XII International Workshop on Quantum Optics (IWQO-2015)
|Number of page(s)||2|
|Section||Experimental Quantum Optics: Methods and Devices|
|Published online||25 September 2015|
Influence of Color Noise on Processing of Optical Signals by Swarm Intellect Algorithm
Kazan Federal University, 18 Kremlevskaya Str. Kazan 420008, Russia
a Corresponding author: firstname.lastname@example.org
Published online: 25 September 2015
An approach based on stochastic particle swarm optimization was applied for the mathematical processing of spectral profiles with noise. To test the algorithm’s stability with respect to noise, we used the noises with different values of the Hurst index which characterizes noise component from the point of view of prevalence of low-frequency or high-frequency component in it. The Hurst index varied from 0.1 to 0.9. An influence of color noise with level from 1 to 10% on processing of optical signals by particle swarm optimization algorithm was analyzed. This method is shown to be stable with respect to noise with the level of 10% if it’s the Hurst index does not exceed the value of 0.5.
Key words: spectral contour / particle swarm optimization / Hurst index / color noise
© Owned by the authors, published by EDP Sciences, 2015
This is an Open Access article distributed under the terms of the Creative Commons Attribution License 4.0, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
Current usage metrics show cumulative count of Article Views (full-text article views including HTML views, PDF and ePub downloads, according to the available data) and Abstracts Views on Vision4Press platform.
Data correspond to usage on the plateform after 2015. The current usage metrics is available 48-96 hours after online publication and is updated daily on week days.
Initial download of the metrics may take a while.