Title :
An efficient fractionally spaced equalizer with low computations for data transmission
Author :
Leung, S.H. ; Chan, B.L. ; Lau, S.M.
Author_Institution :
Dept. of Electron. Eng., City Polytech. of Hong Kong, Kowloon, Hong Kong
Abstract :
A fractionally spaced equalizer structure is presented. This structure is a cascade form that comprises a predictor and a phase-splitting fractionally spaced equalizer (PS-FSE). The function of the predictor is to preequalize the spectrum of the channel output and reduce the eigenvalue spread of the correlation matrix of the data so as to improve the convergence of the PS-FSE. Comparing the new structure to the complex fractionally spaced equalizer (CFSE), the computations are significantly reduced and the convergence remains almost the same. A new sign algorithm which employs a three-level quantizer is introduced to update the filter coefficients for further simplifying the computations. An optimum three-level quantizer is developed through the detailed analysis of the algorithm. The performance of this three-level sign algorithm (TLSA) is almost the same as that of the LMS algorithm. Simulations prove that the new structure together with the TLSA performs satisfactorily and is a good structure for passband equalization
Keywords :
convergence; correlation theory; data communication systems; equalisers; filtering and prediction theory; bilateral linear prediction filter; convergence; correlation matrix; data transmission; eigenvalue spread reduction; fractionally spaced equalizer; low computations; passband equalization; phase-splitting fractionally spaced equalizer; Algorithm design and analysis; Cities and towns; Convergence; Data communication; Eigenvalues and eigenfunctions; Equalizers; Interpolation; Least squares approximation; Nonlinear filters; Passband;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1992. ICASSP-92., 1992 IEEE International Conference on
Conference_Location :
San Francisco, CA
Print_ISBN :
0-7803-0532-9
DOI :
10.1109/ICASSP.1992.226396