Title :
Radial basis function assisted turbo equalisation
Author :
Yee, M.S. ; Yeap, B.L. ; Hanzo, L.
Author_Institution :
Dept. of Electron. & Comput. Sci., Southampton Univ., UK
Abstract :
This paper presents a novel turbo equalisation scheme, which employs a radial basis function (RBF) decision feedback equaliser (DFE) and the so-called Jacobian logarithmic complexity reduction technique instead of the conventional trellis-based equaliser. The proposed turbo equaliser is shown to achieve identical bit error rate (BER) performance to the conventional turbo equaliser, while incurring a factor 4.4 lower `per-iteration´ complexity in the context of 4-level quadrature amplitude modulation (4-QAM)
Keywords :
computational complexity; decision feedback equalisers; error statistics; iterative decoding; quadrature amplitude modulation; radial basis function networks; turbo codes; 4-QAM; BER performance; Jacobian logarithmic complexity reduction technique; RBF-DFE; bit error rate; decision feedback equaliser; quadrature amplitude modulation; radial basis function; turbo equalisation; turbo equaliser; Binary phase shift keying; Bit error rate; Concatenated codes; Convolutional codes; Decision feedback equalizers; Iterative decoding; Quadrature amplitude modulation; Turbo codes;
Conference_Titel :
Vehicular Technology Conference Proceedings, 2000. VTC 2000-Spring Tokyo. 2000 IEEE 51st
Conference_Location :
Tokyo
Print_ISBN :
0-7803-5718-3
DOI :
10.1109/VETECS.2000.851537