Title :
Generalized Fractional Lower-Order Spectrum of Alpha Stable Distribution Process
Author :
Jin-Long Jiang ; Dai-Feng Zha
Author_Institution :
Coll. of Electron. Eng., Jiujiang Univ., Jiujiang
Abstract :
Generalized Fractional Lower-order Covariance Spectrum (GFLO-CVS), Cyclic Spectrum (GFLO-CYS) and Higher-order Spectrum (GFLO-HOS) are proposed. After a nonlinear transform is used in alpha stable distribution process for getting finite second-order or high-order moment, consequently, Fourier transform of transformed stochastic process can be employed to analyze characteristic in frequency domain. Transforming functions are similar to logarithm, sigmoid, arctangent, etc., not depended on a prior knowledge of characteristic exponent alpha, and facilitative for practice application. Simulations show that the proposed fractional low-order spectrums have excellent robust and can be identified Harmonics in alpha stable distribution process.
Keywords :
higher order statistics; signal processing; spectral analysis; transforms; alpha stable distribution process; cyclic spectrum; finite second-order moment; frequency domain; generalized fractional lower-order covariance spectrum; generalized fractional lower-order spectrum; higher-order spectrum; nonlinear transform; 1f noise; Educational institutions; Finite impulse response filter; Fourier transforms; Frequency domain analysis; Gaussian noise; Power harmonic filters; Robustness; Stochastic processes; White noise;
Conference_Titel :
Wireless Communications, Networking and Mobile Computing, 2008. WiCOM '08. 4th International Conference on
Conference_Location :
Dalian
Print_ISBN :
978-1-4244-2107-7
Electronic_ISBN :
978-1-4244-2108-4
DOI :
10.1109/WiCom.2008.477