Title :
Low-complexity receiver for OFDM in doubly-selective channels
Author :
Schniter, Philip
Author_Institution :
Dept. of Electr. Eng., Ohio State Univ., Columbus, OH, USA
Abstract :
Orthogonal frequency division multiplexing (OFDM) systems may experience significant intercarrier interference (ICI) when used in time- and frequency-selective, or doubly-selective, channels. In such cases, the classical symbol estimation schemes, e.g., minimum mean-squared error (MMSE) and zero-forcing (ZF) estimation, require matrix inversion that is prohibitively complex for large symbol lengths. An analysis of the ICI generation mechanism leads us to propose a novel two-stage equalizer whose complexity (apart from the FFT) is linear in the OFDM symbol length. The first stage applies optimal linear preprocessing to restrict ICI support and the second stage uses iterative MMSE estimation to estimate finite-alphabet frequency-domain symbols. Simulation results indicate that our equalizer has significant performance and complexity advantages over the classical linear MMSE estimator in doubly-selective channels.
Keywords :
OFDM modulation; computational complexity; equalisers; fading channels; fast Fourier transforms; frequency-domain analysis; iterative methods; least mean squares methods; matrix inversion; parameter estimation; radio receivers; radiofrequency interference; OFDM; doubly-selective channels; fading channels; finite-alphabet frequency-domain symbols; finite-alphabet symbols; frequency-selective channels; intercarrier interference; iterative MMSE estimation; iterative estimation; linear preprocessing; low-complexity receiver; matrix inversion; minimum mean-squared error estimation; orthogonal frequency division multiplexing; time-selective channels; two-stage equalizer; zero-forcing estimation; Computational modeling; Covariance matrix; Data communication; Equalizers; Fading; Frequency domain analysis; Frequency estimation; Interference; OFDM; Quadrature amplitude modulation;
Conference_Titel :
Global Telecommunications Conference, 2003. GLOBECOM '03. IEEE
Print_ISBN :
0-7803-7974-8
DOI :
10.1109/GLOCOM.2003.1258642