DocumentCode :
894863
Title :
A square-root adaptive V-BLAST algorithm for fast time-varying MIMO channels
Author :
Rontogiannis, Athanasios A. ; Kekatos, Vassilis ; Berberidis, Kostas
Author_Institution :
Nat. Obs. of Athens, Inst. of Space Applications & Remote Sensing, Athens, Greece
Volume :
13
Issue :
5
fYear :
2006
fDate :
5/1/2006 12:00:00 AM
Firstpage :
265
Lastpage :
268
Abstract :
Among the methods that have been proposed for a multiple-input multiple-output (MIMO) receiver, the V-BLAST algorithm provides a good compromise between transmission rate, achievable diversity, and decoding complexity. In this letter, we derive a new adaptive V-BLAST-type equalization scheme for fast time-varying, flat-fading MIMO channels. The proposed equalizer stems from the Cholesky factorization of the MIMO system´s output data autocorrelation matrix, and the equalizer filters are updated in time using numerically robust unitary Givens rotations. The new square-root algorithm exhibits identical performance to a recently proposed V-BLAST adaptive algorithm, offering at the same time noticeable reduction in computational complexity. Moreover, as expected due to its square-root form and verified by simulations, the algorithm exhibits particularly favorable numerical behavior.
Keywords :
MIMO systems; adaptive equalisers; correlation methods; fading channels; matrix algebra; time-varying channels; Cholesky factorization; adaptive V-BLAST-type equalization scheme; autocorrelation matrix; fast time-varying channel; flat-fading MIMO channel; multiple-input multiple-output receiver; square-root algorithm; Adaptive equalizers; Autocorrelation; Computational complexity; Decision feedback equalizers; Decoding; Filters; MIMO; Receiving antennas; Robustness; Signal processing algorithms; Adaptive equalization; V-BLAST; multiple-input multiple-output (MIMO); time-varying channels;
fLanguage :
English
Journal_Title :
Signal Processing Letters, IEEE
Publisher :
ieee
ISSN :
1070-9908
Type :
jour
DOI :
10.1109/LSP.2006.870373
Filename :
1618693
Link To Document :
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