DocumentCode :
23044
Title :
Diffusion LMP algorithm with adaptive variable power
Author :
Wen, Fushuan
Author_Institution :
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
Volume :
50
Issue :
5
fYear :
2014
fDate :
Feb. 27 2014
Firstpage :
374
Lastpage :
376
Abstract :
The diffusion least mean p-power (LMP) algorithm is extended with adaptive variable power p in the generalised Gaussian distribution (GGD) environments. The GGD is one of the widely used distributions in the signal processing area. For the proposed method, priori knowledge of the distribution parameters is not required. Furthermore, it is robust to the preselected initial power order. Numerical results are provided to verify the performance of the proposed method.
Keywords :
Gaussian distribution; adaptive estimation; adaptive signal processing; distributed sensors; least mean squares methods; parameter estimation; GGD; adaptive variable power; diffusion LMP algorithm; diffusion least mean p-power algorithm; generalised Gaussian distribution; signal processing;
fLanguage :
English
Journal_Title :
Electronics Letters
Publisher :
iet
ISSN :
0013-5194
Type :
jour
DOI :
10.1049/el.2013.3942
Filename :
6759600
Link To Document :
بازگشت