Title :
Harmonic retrieval in mixed non-Gaussian and gaussian ARMA noises using higher-order statistics
Author :
Li, Sheng-Hong ; Zhu, Hong-wen
Author_Institution :
Dept. of Electron. Eng., Shanghai Jiaotong Univ., China
Abstract :
This paper proposes an approach to retrieve real harmonics with or without quadratic phase coupling in mixed arbitrarily distributed non-Gaussian and Gaussian ARMA noises. The real observations are first changed into their complex forms by Hilbert transform, then some kind of cumulant is used to identify the AR parameters of the non-Gaussian noise. After filtering the observations with the identified AR parameters, the harmonics are retrieved by cumulant based method. For the approach, simulation shows its performance
Keywords :
Gaussian noise; Hilbert transforms; autoregressive moving average processes; harmonics; higher order statistics; signal detection; AR parameters; Hilbert transform; complex forms; cumulant; harmonic retrieval; higher-order statistics; mixed nonGaussian/Gaussian ARMA noises; quadratic phase coupling; Additive noise; Brain modeling; Colored noise; Filtering; Gaussian noise; Higher order statistics; Noise cancellation; Parameter estimation; Phase noise; Power harmonic filters;
Conference_Titel :
Circuits and Systems, 2001. ISCAS 2001. The 2001 IEEE International Symposium on
Conference_Location :
Sydney, NSW
Print_ISBN :
0-7803-6685-9
DOI :
10.1109/ISCAS.2001.921019