Title :
Low complexity MIMO channel estimation for FEXT precompensation in vectored xDSL systems
Author_Institution :
Dept. of Instrum. & Meas., AGH Univ. of Sci. & Technol., Krakow, Poland
Abstract :
Far-end Crosstalk (FEXT) is the major limiting factor in further increase of data rate in xDSL systems. Hopefully, FEXT can be easily removed by modelling transmission channel as MIMO channel and applying vectored transmission. Having the knowledge of MIMO channel transfer function, FEXT can be completely cancelled by appropriate pre-distortion of transmitted signals. Therefore, in the paper we propose low complexity MIMO channel estimator employing Set-Membership Adaptive Recursive Techniques (SMART) with additional DFT based interpolation. As it is shown, proposed method is very accurate enabling systems with FEXT pre-compensation to approach performance of the ones operating on FEXT free channel. It is also efficient in terms of required amount of training data.
Keywords :
MIMO communication; channel estimation; interpolation; signal processing; wireless channels; DFT based interpolation; FEXT precompensation; MIMO channel transfer function; SMART; far end crosstalk; low complexity MIMO channel estimation; modelling transmission channel; set membership adaptive recursive techniques; transmitted signals; vectored xDSL systems; Attenuation; Channel estimation; Crosstalk; Interpolation; MIMO; Modems; Signal to noise ratio;
Conference_Titel :
Signal Processing Conference, 2006 14th European
Conference_Location :
Florence