DocumentCode
3590151
Title
Fast Computation of MIMO Equalizers and Cancellers in 1Ogbase-T Channels
Author
Jie Chen ; Parhi, Keshab
Author_Institution
Dept. of Electr. & Comput. Eng., Minnesota Univ., Minneapolis, MN, USA
Volume
3
fYear
2007
Abstract
This paper presents an efficient method for computing the optimal tap coefficients of the MIMO equalizers and cancellers from the channel impulse responses (CIR). The proposed method provides an insight of the minimum mean-square error (MMSE) solution in a general MIMO system and shows that the MSE optimization problem in a M-input N-output system can be decomposed into N independent minimization problems each with smaller size. Solving each separate problem in MMSE sense is computationally efficient, thus leading to substantial savings in overall computational complexity. Compared with a prior method, this new method is exact and much faster.
Keywords
MIMO communication; equalisers; least mean squares methods; wireless channels; 10Gbase-t channels; MIMO equalizers; MMSE; channel impulse responses; minimum mean-square error; Adaptive algorithm; Computational complexity; Copper; Equalizers; Intersymbol interference; Least squares approximation; MIMO; Matrix decomposition; Resonance light scattering; Transmitters; CIR; MIMO; MMSE; computation complexity; independent;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
ISSN
1520-6149
Print_ISBN
1-4244-0727-3
Type
conf
DOI
10.1109/ICASSP.2007.366507
Filename
4217681
Link To Document