Title :
Hardware-efficient nonlinear equalizer and its performance
Author :
Nair, Sapthotharan K. ; Moon, Jaekyun
Author_Institution :
Dept. of Electr. Eng., Minnesota Univ., Minneapolis, MN, USA
Abstract :
We have previously shown that nonlinear equalizers have performance advantages over conventional linear equalizers in magnetic recording channels. One drawback of the original architecture for the proposed nonlinear equalizers is that it requires more multiplications per symbol interval than linear FIR digital filters. This limits its implementability in digital circuits. A digital nonlinear filter architecture without multipliers is presented. We restrict the connection weights of the nonlinear filters to be powers of two or sums of two powers of two. The equalizers obtained by the second approach is shown to have performance indicators quite close to the original filter with continuous valued connection weights. Experimental and simulation results are presented. Asynchronously sampled data from a spin-stand is used for the experimental part
Keywords :
digital filters; digital magnetic recording; filtering theory; magnetic disc storage; multilayer perceptrons; nonlinear filters; MLP; asynchronously sampled data; continuous valued connection weights; digital circuits; digital magnetic recording; digital nonlinear filter architecture; experimental results; magnetic disk recording; magnetic recording channels; multilayer perceptron; nonlinear equalizer; performance; simulation results; Equalizers; Finite impulse response filter; Magnetic flux; Magnetic heads; Magnetic noise; Magnetic recording; Magnetic separation; Noise shaping; Nonlinear distortion; Nonlinear filters;
Conference_Titel :
Communications, 1995. ICC '95 Seattle, 'Gateway to Globalization', 1995 IEEE International Conference on
Conference_Location :
Seattle, WA
Print_ISBN :
0-7803-2486-2
DOI :
10.1109/ICC.1995.525248