Title :
A novel blind adaptive equalization technique
Author :
Yu, Xiao-Hu ; Wu, Zhen-Yang
Author_Institution :
Dept. of Radio Eng., Southeast Univ., Jiang-Su, China
Abstract :
A preliminary study of a new adaptive equalization technique is addressed. The new technique consists of two cascade stages: an adaptive blind amplitude equalizer (ABAE) and a commonly used adaptive linear equalizer (ALE). The ABAE can compensate the amplitude distortion of the channel without the need for the values of the desired signals or the decision-directed symbols, so as to mitigate the burden of the subsequent decision-directed ALE. An extension of a modified Gauss-Newton algorithm, called the Levenberg-Marquardt algorithm, is established to solve the ABAE´s coefficients online. Simulation results show that the new adaptive equalization technique applies to serious distortion situations where the common decision-directed adaptive equalizers do not work at all
Keywords :
adaptive filters; cascade networks; equalisers; filtering and prediction theory; ABAE; ALE; Levenberg-Marquardt algorithm; adaptive blind amplitude equalizer; adaptive linear equalizer; blind adaptive equalization technique; cascade stages; modified Gauss-Newton algorithm; Adaptive equalizers; Blind equalizers; Decision feedback equalizers; Distortion; Finite impulse response filter; Frequency response; Least squares methods; Newton method; Nonlinear distortion; Phase distortion; Recursive estimation;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1990. ICASSP-90., 1990 International Conference on
Conference_Location :
Albuquerque, NM
DOI :
10.1109/ICASSP.1990.115667