DocumentCode
427738
Title
A novel decision feedback equalizer design based on generalized space translation
Author
Chen, Chiang-Yu ; Heneghan, Conor ; Cioffi, John M.
Author_Institution
Dept. of Electr. Eng., Stanford Univ., CA, USA
Volume
1
fYear
2004
fDate
7-10 Nov. 2004
Firstpage
727
Abstract
In this paper, a generalized space translation decision feedback equalizer (DFE) structure having arbitrary design parameters is presented. This new DFE structure extends previous research on design techniques based on space translation properties, such as the minimum bit error rate DFE (MBER-DFE) and the support vector machine DFE (SVM-DFE). A novel design technique, termed a Hybrid MMSE-SVM-DFE, based on generalized space translation is proposed. It combines the advantages of the minimum mean square error (MMSE) and SVM designs. Simulation results show that the proposed design performs very close to the MBER-DFE in terms of symbol error rate, over a wide range of signal-to-noise ratios.
Keywords
decision feedback equalisers; error statistics; support vector machines; DFE; generalized space translation decision feedback equalizer; hybrid MMSE-SVM-DFE; minimum bit error rate; support vector machine DFE; symbol error rate; Bit error rate; Computational complexity; Decision feedback equalizers; Error analysis; Intersymbol interference; Mean square error methods; Nonlinear filters; Signal design; Signal to noise ratio; Support vector machines;
fLanguage
English
Publisher
ieee
Conference_Titel
Signals, Systems and Computers, 2004. Conference Record of the Thirty-Eighth Asilomar Conference on
Print_ISBN
0-7803-8622-1
Type
conf
DOI
10.1109/ACSSC.2004.1399230
Filename
1399230
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