Title :
Turbo per tone equalization for ADSL systems
Author :
Vanhaule, H. ; Moonen, Marc
Author_Institution :
ESAT-SCD, Katholieke Univ., Leuven, Belgium
Abstract :
In this paper, we study the equalization procedure in discrete multitone (DMT)-based systems, in particular in DMT-based ADSL systems. Traditionally, equalization is performed in the time domain by means of a channel shortening filter. Shifting the equalization operations to the frequency domain, as is done in per tone equalization K. Van Acker et al. (2001), increases the achieved bitrate with 5-10%. We show that the application of the turbo principle in this per tone equalization can provide significant additional gains. Optimal equalization methods for minimizing the bit error rate use maximum a posteriori (MAP) estimation algorithms, which suffer from high computational complexity for large signal constellations and long channel impulse responses. In this approach, as in M. Tuchler et al. (2002)|, the MAP equalizer is replaced by a linear equalizer, based on the minimum mean squared error (MMSE) criterion. We give a description of an efficient implementation of such an equalizer in the per tone structure. Simulations show that we obtain a bitrate increase of 14-17% compared to the original per tone equalization based receiver structure.
Keywords :
computational complexity; digital subscriber lines; equalisers; error statistics; filtering theory; least mean squares methods; maximum likelihood estimation; modulation; radio receivers; telecommunication channels; time-frequency analysis; transient response; turbo codes; ADSL system; MAP; MMSE; bit error rate; channel impulse response; channel shortening filter; computational complexity; discrete multitone based system; equalization method; frequency domain; linear equalizer; maximum a posteriori estimation algorithm; minimum mean squared error criterion; receiver structure; signal constellation; time domain; turbo per tone equalization; turbo principle; Bit error rate; Bit rate; Computational complexity; Data models; Demodulation; Equalizers; Filters; Frequency domain analysis; Multiaccess communication; OFDM modulation;
Conference_Titel :
Communications, 2004 IEEE International Conference on
Print_ISBN :
0-7803-8533-0
DOI :
10.1109/ICC.2004.1312442