Title :
LSQR-based ICI equalization for multicarrier communications in strongly dispersive and highly mobile environments
Author :
Tauböck, Georg ; Hampejs, Mario ; Matz, Gerald ; Hlawatsch, Franz ; Gröchenig, Karlheinz
Author_Institution :
Vienna Univ. of Technol., Vienna
Abstract :
For OFDM transmission over rapidly varying channels, intercarrier interference (ICI) constitutes a major source of performance degradation. We propose a low-complexity ICI equalization technique that uses the iterative LSQR algorithm for regularized inversion of a triple-band approximation to the frequency-domain channel matrix. The LSQR algorithm achieves regularization of the (typically ill-conditioned) channel inversion via early termination of the iteration process, and thus yields good results at low complexity. We also consider pulse shaping as a means of reducing the bandwidth of the matrix approximation. Simulation results demonstrate the excellent performance of the proposed ICI equalizer even for strongly dispersive and rapidly varying channels, as well as the potential of pulse shaping for reducing the "ICI bandwidth."
Keywords :
OFDM modulation; intercarrier interference; least mean squares methods; multi-access systems; pulse shaping; LSQR-based ICI equalization; OFDM transmission; channel inversion; frequency-domain channel matrix; intercarrier interference; matrix approximation; multicarrier communications; pulse shaping; Approximation algorithms; Bandwidth; Degradation; Dispersion; Equalizers; Interference; Iterative algorithms; Mobile communication; OFDM; Pulse shaping methods;
Conference_Titel :
Signal Processing Advances in Wireless Communications, 2007. SPAWC 2007. IEEE 8th Workshop on
Conference_Location :
Helsinki
Print_ISBN :
978-1-4244-0955-6
Electronic_ISBN :
978-1-4244-0955-6
DOI :
10.1109/SPAWC.2007.4401385