학술논문

A truly recursive blind equalization algorithm
Document Type
Conference
Author
Source
Proceedings of the 1998 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '98 (Cat. No.98CH36181) Acoustics, speech, and signal processing Acoustics, Speech and Signal Processing, 1998. Proceedings of the 1998 IEEE International Conference on. 6:3381-3384 vol.6 1998
Subject
Signal Processing and Analysis
Components, Circuits, Devices and Systems
Blind equalizers
Finite impulse response filter
IIR filters
Adaptive equalizers
Intersymbol interference
Feedback
Lattices
Monitoring
Stability
Stochastic processes
Language
ISSN
1520-6149
Abstract
This paper describes a new adaptive blind equalization algorithm based on a truly IIR structure that enables the correction of ISI over severely distorted channels. The recursive feedback filter is in lattice form to allow an easy monitoring of the filter stability. During blind training, the adaptation of the equalizer is carried out via the usual stochastic gradient algorithm by minimizing the Shtrom-Fan cost function, a CMA like functional robust to ill-convergence. Once in steady state, the algorithm switches automatically into a classical DFE structure adapted via the DD-MMSE criterion. Simulation results show that this new equalizer outperforms most of the traditional blind FIR equalizers.