Title :
ABRLS algorithm for time variant channel equalisation
Author :
Shimamura, Tetsuya ; Cowan, Colin F. N.
Author_Institution :
Dept. of Inf. & Comput. Sci., Saitama Univ., Urawa, Japan
Abstract :
This paper proposes a non-linear adaptive algorithm, the ABRLS algorithm, as an adaptation procedure for time variant channel equalisers. In the ABRLS algorithm, a coefficient matrix is updated based on the amplitude level of the received sequence. To enhance the tracking capability of the ABRLS algorithm, a parallel adaptation scheme is deployed which involves the structures of decision feedback equaliser(DFE). Computer simulations demonstrate that the novel ABRLS DFE provides a significant improvement related to the conventional RLS DFE on rapidly time variant communication channels.
Keywords :
decision feedback equalisers; least squares approximations; recursive estimation; telecommunication channels; ABRLS algorithm; DFE; amplitude banded recursive least squares; amplitude level; coefficient matrix; decision feedback equaliser; nonlinear adaptive algorithm; parallel adaptation scheme; received sequence; time variant channel equalisation; time variant communication channels; tracking capability; Bit error rate; Channel models; Computational complexity; Computers; Decision feedback equalizers; Filtering algorithms;
Conference_Titel :
Signal Processing Conference (EUSIPCO 1998), 9th European
Conference_Location :
Rhodes
Print_ISBN :
978-960-7620-06-4