Title :
Improved Whitening Method of Linear AR Colored Noise in Stable Distribution Environments
Author :
Xiong, Meiying ; Zha, Daifeng ; Jiang, Jinlong
Author_Institution :
Coll. of Electron. Eng., Jiujiang Univ., Jiujiang
Abstract :
The whitening problem of colored noise had been resolved for Gaussian white noise through linear system, but other inputs through other systems had not been resolved which includes non-Gaussian white noise through linear or nonlinear system. This paper briefly proposed an improved iteratively reweighted least P norm (IIRLP) algorithm for whitening in alpha-stable environments. And the parameters in linear model of stable colored noise were estimated, and the whitening method was explored. Simulation and analysis show that the method is more robust and solid than the methods before.
Keywords :
Gaussian noise; iterative methods; white noise; Gaussian white noise; iteratively reweighted least P norm algorithm; linear AR colored noise; linear system; nonGaussian white noise; stable distribution environments; whitening method; Colored noise; Communication system security; Computer networks; Distributed computing; Educational institutions; Electronic mail; Linear systems; Nonlinear systems; White noise; Wireless communication; alpha-stable distribution; covariation function; covariation sequence; covariation spectrum; whitening;
Conference_Titel :
Networks Security, Wireless Communications and Trusted Computing, 2009. NSWCTC '09. International Conference on
Conference_Location :
Wuhan, Hubei
Print_ISBN :
978-1-4244-4223-2
DOI :
10.1109/NSWCTC.2009.132