Cultural evolutionary design of adaptive wavelet filters based on lifting scheme for micro-instruments

被引:2
作者
Arpaia, Pasquale [2 ]
Manna, Carlo [1 ]
Romanucci, Carmine [3 ]
Zanesco, Antonio [3 ]
机构
[1] Univ Naples Federico II, Dipartimento Ingn Elettr, I-80125 Naples, Italy
[2] Univ Sannio, CERN, European Lab Nucl Res,Dipartimento Ingn, Dept Technol,Grp Magnets Superconductors & Cryost, CH-1211 Geneva 23, Switzerland
[3] Univ Sannio, Dipartimento Ingn, I-82100 Benevento, Italy
关键词
Filtering; Wavelet transforms; Genetic algorithms; Impedance measurement; SYSTEM;
D O I
10.1016/j.measurement.2010.04.003
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
An evolutionary procedure based on cultural algorithms for the optimal design of adaptive wavelet filters based on lifting scheme is proposed. Numerical results of characterization, based on statistical experiment design, as well as validation, based on the comparison with a genetic optimization algorithm, are presented. Experimental results of the validation on two case studies for reducing uncertainty arising from noise in on-field corrosion rate measurements are highlighted. (C) 2010 Elsevier Ltd. All rights reserved.
引用
收藏
页码:966 / 974
页数:9
相关论文
共 22 条
[1]  
[Anonymous], ADAPTATION NATURAL A
[2]  
[Anonymous], ACM SIGGRAPH COURSE
[3]  
Arpaia P., 2005, P IMTC 2005 INSTR ME
[4]  
ARPAIA P, 2006, P CEOCOR 2006 7 INT
[5]  
ARPAIA P, 2006, IEEE T INSTRUMENTATI
[6]   Low-cost electrochemical impedance spectroscopy system for corrosion monitoring of metallic antiquities and works of art [J].
Carullo, A ;
Ferraris, F ;
Parvis, M ;
Vallan, A ;
Angelini, E ;
Spinelli, P .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2000, 49 (02) :371-375
[7]   A multipopulation cultural algorithm for the electrical generator scheduling problem [J].
Digalakis, JG ;
Margaritis, KG .
MATHEMATICS AND COMPUTERS IN SIMULATION, 2002, 60 (3-5) :293-301
[8]   CONTINUOUS EVOLUTIONARY PROGRAMMING - ANALYSIS AND EXPERIMENTS [J].
FOGEL, GB ;
FOGEL, DB .
CYBERNETICS AND SYSTEMS, 1995, 26 (01) :79-90
[9]  
Gao W, 2004, PROCEEDINGS OF THE 2004 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, P204
[10]  
JIN X, 2002, P 14 INT C TOOLS ART