Title :
Multichannel signal processing for data communications in the presence of crosstalk
Author :
Honig, Michael L. ; Steiglitz, Kenneth ; Gopinath, B.
Author_Institution :
Bellcore, Morristown, NJ, USA
fDate :
4/1/1990 12:00:00 AM
Abstract :
Transceiver designs for multiple coupled channels typically treat the crosstalk between adjacent twisted pairs as random noise uncorrelated with the transmitted signal. The authors propose a transmitter/receiver pair that compensates for crosstalk by treating an entire bundle of twisted pairs as a single multi-input/multi-output channel with a (slowly varying) matrix transfer function. The proposed transceiver uses multichannel adaptive FIR filters to cancel near- and far-end crosstalk, and to pre- and postprocess the input/output of the channel. Linear pre- and postprocessors that minimize mean squared error between the received and transmitted signal in the presence of both near- and far-end crosstalk are derived. The performance of an adaptive near-end crosstalk canceller using the stochastic gradient (least-mean-square) transversal algorithm is illustrated by numerical simulation. Plots of mean squared error versus time and eye diagrams are presented, assuming a standard transmission line model for the channel. A signal design algorithm that maps a vector input bit stream to a stream of channel symbol vectors is also presented and illustrated explicitly for s simple model of two coupled channels
Keywords :
computerised signal processing; crosstalk; data communication systems; digital filters; subscriber loops; telecommunication channels; MSE/time diagrams; adaptive near-end crosstalk canceller; channel symbol vectors; data communications; eye diagrams; far-end crosstalk; matrix transfer function; multi-input/multi-output channel; multichannel adaptive FIR filters; multichannel signal processing; multiple coupled channels; signal design algorithm; standard transmission line model; stochastic gradient/LMS transversal algorithm; subscriber loops; transmitter/receiver pair; vector input bit stream; Crosstalk; Data communication; Noise cancellation; Signal design; Signal processing; Signal processing algorithms; Transceivers; Transfer functions; Transmission line matrix methods; Transmitters;
Journal_Title :
Communications, IEEE Transactions on