Title :
Exponentially-modulated filter bank transmultiplexer with fine-coarse adaptive filtering
Author :
Alhava, Juuso ; Renfors, Markku
Author_Institution :
Dept. of Commun. Eng, Tampere Univ. of Technol., Tampere
Abstract :
In this paper we explore filter bank based multicarrier transmission, which has received increasing interest also in wireless communications system development as an alternative to the DFT-based OFDM technique. The odd-stacked low delay exponentially-modulated filter bank (EMFB) transmultiplexer is described. The subfilter biorthogonality condition is distorted in practical transmission channels and we use oversampled (by factor of two) per-subband equalization to recover the data symbols. The fine-coarse normalized least mean square (LMS) algorithm is applied with EMFB-specific modifications. The adaptation speed of the fine-subequalizers are further improved with simple re-initialization procedure. Numerical studies exhibit fast convergence and relatively small residual error in semiblind, decision-directed operation mode.
Keywords :
OFDM modulation; adaptive filters; discrete Fourier transforms; equalisers; least mean squares methods; transmultiplexing; wireless sensor networks; DFT-based OFDM; data symbol; equalization; exponentially-modulated filter bank transmultiplexer; fine-coarse adaptive filtering; least mean square algorithm; multicarrier transmission; subfilter biorthogonality; wireless communications system; Adaptive filters; Delay; Equations; Filter bank; Image reconstruction; Least squares approximation; OFDM; Prototypes; Signal processing; Wireless communication;
Conference_Titel :
Communications, Control and Signal Processing, 2008. ISCCSP 2008. 3rd International Symposium on
Conference_Location :
St Julians
Print_ISBN :
978-1-4244-1687-5
Electronic_ISBN :
978-1-4244-1688-2
DOI :
10.1109/ISCCSP.2008.4537194