An overview of fractional order signal processing (FOSP) techniques

被引:0
作者
Chen, YangQuan [1 ]
Sun, Rongtao [1 ]
Zhou, Anhong [1 ]
机构
[1] Utah State Univ, CSOIS, Coll Engn, Dept Elect & Comp Engn, Logan, UT 84322 USA
来源
PROCEEDINGS OF THE ASME INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE 2007, VOL 5, PTS A-C, | 2008年
关键词
fractional order calculus; fractional order signal processing; long range dependence; ARFIMA; 1/f(alpha) noise; Hurst parameter; fractional order Fourier transformation; fractional order linear transforms; fractals; fractional order splines; fractional lower order moments (FLOM); fractional lower order statistics (FLOS); symmetrical alpha-stable process (S alpha S); fractional delay;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents a brief overview of some existing fractional order signal processing (FOSP) techniques where the developments in the mathematical communities are introduced; relationship between the fractional operator and long-range dependence is demonstrated, and fundamental properties of each technique and some of its applications are summarized. Specifically, we presented a tutorial on 1) fractional order linear systems; 2) autoregressive fractional integrated moving average (ARFIMA); 3) 1/f(alpha) noise; 4) Hurst parameter estimation; 5) fractional order Fourier transformation (FrFT); 6) fractional order linear transforms (Hartley, Sine, Cosine); 7) fractal; 8) fractional order splines; 9) fractional lower order moments (FLOM) and 10) fractional delay filter. Whenever possible, we indicate the connections between these FOSP techniques.
引用
收藏
页码:1205 / 1222
页数:18
相关论文
共 103 条
[1]   Wavelet analysis of long-range-dependent traffic [J].
Abry, P ;
Veitch, D .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1998, 44 (01) :2-15
[2]  
Ahlberg JH., 1967, The Theory of Splines and Their Applications
[3]   THE FRACTIONAL FOURIER-TRANSFORM AND TIME-FREQUENCY REPRESENTATIONS [J].
ALMEIDA, LB .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1994, 42 (11) :3084-3091
[4]   Principles and synthesis of hydractive CRONE suspension [J].
Altet, O ;
Moreau, X ;
Moze, M ;
Lanusse, P ;
Oustaloup, A .
NONLINEAR DYNAMICS, 2004, 38 (1-4) :435-459
[5]  
[Anonymous], FRACTIONAL ORDER CAL
[6]  
[Anonymous], 2007, THESIS UTAH STATE U
[7]  
Baillie RT, 1996, J APPL ECONOM, V11, P23, DOI 10.1002/(SICI)1099-1255(199601)11:1<23::AID-JAE374>3.0.CO
[8]  
2-M
[9]  
BARTELS R. H., 1987, INTRO SPLINES USE CO
[10]  
Beran J., 1994, Statistics for long-memory processes