Title :
Adaptive blind equalization of FIR channels for chaotic communication systems using Gaussian filter
Author :
Bobrovsky, A.A.B.Z.
Author_Institution :
Tel Aviv Univ., Israel
Abstract :
We consider the estimation and equalization problem of FIR channels with a chaotic transmitter. We introduce a Gaussian filter to estimate both channel taps and transmitted symbols. The results confirm that the Gaussian filter is robust to the initial error and may work well even under bad initial conditions. This method significantly improves the EKF-based blind equalization, especially when there is poor a-priori knowledge of the initial state.
Keywords :
Gaussian channels; adaptive equalisers; adaptive filters; blind equalisers; chaotic communication; nonlinear filters; FIR channels; Gaussian filter; adaptive blind equalization; adaptive optimal nonlinear filter equations; channel taps; chaotic communication systems; chaotic transmitter; discrete-time digital communication system; equalization problem; filter robustness; transmitted symbols; Adaptive equalizers; Adaptive filters; Blind equalizers; Chaos; Chaotic communication; Digital communication; Finite impulse response filter; Intersymbol interference; Nonlinear equations; Transmitters;
Conference_Titel :
Electrical and Electronics Engineers in Israel, 2002. The 22nd Convention of
Print_ISBN :
0-7803-7693-5
DOI :
10.1109/EEEI.2002.1178416