Title :
The multi-channel least squares order recursive lattice smoother
Author :
Kim, Dong Kyoo ; Kim, Soo Jin ; Park, PooGyeon
Author_Institution :
Electr. & Electron. Eng., Pohang Univ. of Sci. & Technol., Kyungbuk, South Korea
Abstract :
For emerging multiple-input multiple-output communication systems, we investigate an algorithm that compensates intersymbol interference and suppresses interference among channels as well. In general, such an algorithm requires more complicated computation than single channel algorithms, and this causes many numerical errors, such as truncation errors, when running the algorithm on digital machines. We develop a multi-channel least squares order recursive lattice smoother that suppresses the intersymbol and interchannel interference while being numerically stable in the finite precision computation.
Keywords :
MIMO systems; Rayleigh channels; adjacent channel interference; channel bank filters; diversity reception; interference suppression; intersymbol interference; lattice filters; least squares approximations; recursive filters; smoothing methods; MIMO systems; Rayleigh fading channels; antenna diversity; finite precision computation; interchannel interference suppression; intersymbol interference compensation; least squares order smoother; multi-channel least squares order recursive lattice filter; multi-channel smoother; multiple-input multiple-output communication systems; numerical errors; recursive lattice smoother; recursive smoother; truncation errors; Fading; Frequency; Interchannel interference; Interference suppression; Lattices; Least squares methods; Linear antenna arrays; MIMO; Receiving antennas; Transmitting antennas;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
Print_ISBN :
0-7803-8484-9
DOI :
10.1109/ICASSP.2004.1326266