DocumentCode :
3547667
Title :
Tap selection based MMSE equalization for high data rate UWB communication systems
Author :
Zhiwei, Lin ; Premkumar, Benjamin ; Madhukumar, A.S.
Author_Institution :
Sch. of Comput. Eng., Nanyang Technol. Univ., Singapore
fYear :
2005
fDate :
23-26 May 2005
Firstpage :
5421
Abstract :
The performance of a tap selection based minimum mean square error (MMSE) equalization technique for high data rate ultra wideband (UWB) systems is analyzed. This technique is shown to outperform significantly the conventional uniformly spaced equalizer with the same number of taps. In addition, the impact of channel estimation error on the performance of tap selection based decision feedback equalization (DFE) is analyzed. This channel estimation based DFE is shown to perform well with only a few training symbols. It can then be adapted effectively using a least mean squares (LMS) algorithm for improved performance. Numerical analysis and simulation results show that the tap selection based equalization technique is a promising approach for practical high performance UWB system implementation with reduced complexity.
Keywords :
channel estimation; computational complexity; decision feedback equalisers; least mean squares methods; ultra wideband communication; DFE; LMS algorithm; MMSE equalization; channel estimation error; decision feedback equalization; high data rate UWB communication systems; high data rate ultra wideband systems; least mean squares algorithm; minimum mean square error equalization technique; tap selection based equalization; uniformly spaced equalizer; Analytical models; Channel estimation; Decision feedback equalizers; Least squares approximation; Mean square error methods; Numerical analysis; Numerical simulation; Performance analysis; Ultra wideband communication; Ultra wideband technology;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Circuits and Systems, 2005. ISCAS 2005. IEEE International Symposium on
Print_ISBN :
0-7803-8834-8
Type :
conf
DOI :
10.1109/ISCAS.2005.1465862
Filename :
1465862
Link To Document :
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