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Lp norm back propagation algorithm for adaptive equalization

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3 Author(s)
Siu, S. ; Telecommun. Labs., MOTC, Chung-Li, Taiwan ; Ching-Haur Chang ; Che-Ho Wei,

The lp norm back propagation algorithm for perceptron based adaptive equalization is analyzed taking account of possible numerical problem encountered when p<1. Two methods are proposed to overcome the numerical problem. Computer simulations indicate that simultaneous improvement in convergence rate and bit-error-rate (BER) performance can be achieved by using p<2

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Circuits and Systems II: Analog and Digital Signal Processing, IEEE Transactions on  (Volume:42 ,  Issue: 9 )