Title :
Lognormal error function balanced multiwavelets transform blind equalization algorithm
Author :
Ji, Juan-juan ; Zhang, Lan-fang ; Wu, Fang-sheng ; Guo, Ye-Cai
Author_Institution :
Dept. of Electron. Commun. Eng., Anhui Xinhua Univ., Hefei, China
Abstract :
In order to overcome the defect of error noise brought by the asymmetry of the error function and slower convergence of constant modulus algorithm (CMA), lognormal error function balanced multiwavelets transform blind equalization algorithm (MWTLCMA) is proposed. The proposed algorithm uses lognormal error function with characteristics of odd symmetry to reduce mean square error, and using balanced multiwavelets transform to improve the performance of convergence. Simulation tests with underwater acoustic channel indicate that the proposed algorithm has not only faster convergence rate but also less mean square error.
Keywords :
blind equalisers; log normal distribution; mean square error methods; underwater acoustic communication; wavelet transforms; balanced multiwavelets transform; blind equalization; constant modulus algorithm; error noise; lognormal error function; mean square error; odd symmetry; underwater acoustic channel; Algorithm design and analysis; balanced multiwavelets transform; blind equalization; lognormal eerror function; root mean square error; underwater acoustic channel;
Conference_Titel :
Communication Software and Networks (ICCSN), 2011 IEEE 3rd International Conference on
Conference_Location :
Xi´an
Print_ISBN :
978-1-61284-485-5
DOI :
10.1109/ICCSN.2011.6014211