Title :
Synthesis of fiber Bragg grating parameters using hybrid optimization algorithm
Author :
Teoh, C.W. ; Rahman, Faidz A.
Author_Institution :
Univ. Tunku Abdul Rahman (UTAR), Kuala Lumpur, Malaysia
Abstract :
A simple, fast and accurate method is proposed to reconstruct the parameters of fiber Bragg grating (FBG) from its reflectivity. The proposed method is based on hybrid of tabu search (TS) and Nelder-Mead (NM) simplex algorithm. This method allows wide coverage of the parameters´ solution space and minimizes the risk of trapping in local minima. Tabu search explores the solution space and Nelder-Mead simplex accelerates the convergence to a minimum. Comparisons are made with several methods such as simulated annealing (SA), tabu search and Nelder-Mead simplex algorithm applied to FBG parameters reconstruction.
Keywords :
Bragg gratings; search problems; simulated annealing; Nelder-Mead simplex algorithm; fiber Bragg grating; hybrid optimization algorithm; simulated annealing; tabu search; Bragg gratings; Fiber gratings; Genetic algorithms; Optical fiber communication; Optical fiber sensors; Optical refraction; Optical sensors; Optical variables control; Reflectivity; Signal synthesis;
Conference_Titel :
Innovative Technologies in Intelligent Systems and Industrial Applications, 2009. CITISIA 2009
Conference_Location :
Monash
Print_ISBN :
978-1-4244-2886-1
Electronic_ISBN :
978-1-4244-2887-8
DOI :
10.1109/CITISIA.2009.5224170