Title :
Adaptive equalization for multipath fading channels using Laguerre filters
Author :
He, Shuangchi ; Shan, Xiuming
Author_Institution :
Dept. of Electron. Eng., Tsinghua Univ., Beijing, China
Abstract :
This paper proposes and investigates a new adaptive-equalization approach to multipath fading channels. We consider an adaptive Laguerre equalizer which applies an optimal method based on the squared error to select the pole and an RLS algorithm for adaptation. The proposed scheme is tested by simulations and compared with the conventional equalization schemes. The simulation results show that the adaptive Laguerre equalization will achieve much better performance over the adaptive linear equalization and the adaptive DFE in low SNR or complex multipath conditions, for the Laguerre structure is a compromise between the FIR and UR structures. In addition, since the Laguerre structure is always stable, it can efficiently overcome the error propagation problem.
Keywords :
adaptive equalisers; fading channels; filtering theory; least mean squares methods; multipath channels; RLS algorithm; adaptive Laguerre equalizer; adaptive equalization; complex multipath conditions; decision feedback equalization; error propagation problem; multipath fading channels; recursive least square; squared error; Adaptive equalizers; Adaptive filters; Adaptive systems; Baseband; Decision feedback equalizers; Fading; Finite impulse response filter; IIR filters; Intersymbol interference; Transversal filters;
Conference_Titel :
Communications, Computers and signal Processing, 2003. PACRIM. 2003 IEEE Pacific Rim Conference on
Print_ISBN :
0-7803-7978-0
DOI :
10.1109/PACRIM.2003.1235813