Title :
Fast optimization of FIR decision-feedback equalizers for wireless data communications
Author :
Lee, Yumin ; Desai, Vip
Author_Institution :
Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei, Taiwan
Abstract :
Decision-feedback equalization (DFE) is an effective means for mitigating the effects of intersymbol interference (ISI). In general, the computation of the DFE filter coefficients is computationally intensive. Although several fast methods have been proposed in the literature, these methods either give approximate solutions to the DFE optimization problem or are “optimal” only under certain assumptions. This paper describes a new fast algorithm for FIR DFE optimization that eliminates the limitations of the previously methods while obtaining the exact “optimal” solutions. Simulation results show that by using the new algorithm, substantial bit error rate improvement of 2-3 dB can be obtained without significantly increasing complexity
Keywords :
FIR filters; circuit optimisation; computational complexity; data communication; decision feedback equalisers; error statistics; intersymbol interference; least mean squares methods; radiocommunication; BER improvement; DFE; DFE filter coefficients; DFE optimization; FIR DFE optimization; FIR decision-feedback equalizers; ISI; MMSE DFE coefficients; bit error rate improvement; complexity analysis; exact optimal solutions; fast optimization; intersymbol interference; simulation results; wireless data communications; AWGN; Data communication; Decision feedback equalizers; Degradation; Field-flow fractionation; Finite impulse response filter; Intersymbol interference; Nonlinear filters; Transmitters; Wireless communication;
Conference_Titel :
Global Telecommunications Conference, 2000. GLOBECOM '00. IEEE
Conference_Location :
San Francisco, CA
Print_ISBN :
0-7803-6451-1
DOI :
10.1109/GLOCOM.2000.891890