Title :
Distributed Jacobi eigen-beamforming for closed-loop MIMO systems
Author :
Zacarias, B.E. ; Werner, Stefan ; Wichman, Risto
Author_Institution :
Signal Process. Lab., Helsinki Univ. of Technol., Espoo
fDate :
12/1/2006 12:00:00 AM
Abstract :
This work presents a novel eigen-beamforming technique suitable for tracking fading channels in multiple-input multiple-output (MIMO) systems employing low feedback rate, closed-loop feedback channels. The method uses a single unitary coordinate plane transformation to update the transmit antenna weights without requiring parameters that depend on fading rate, typically found in recursive methods. The computational complexity is fixed, in contrast with codebook solutions, whose operations count increases linearly with the codebook size. Simulations show that the new eigen-beamforming method reaches near optimal bit error probability performance in low mobility scenarios. Furthermore, by buffering the available feedback bits the proposed algorithm outperforms signed gradient methods for the same average feedback rate
Keywords :
Jacobian matrices; MIMO systems; antenna arrays; closed loop systems; computational complexity; eigenvalues and eigenfunctions; error statistics; fading channels; feedback; mobile communication; tracking; transmitting antennas; MIMO; bit error probability performance; closed-loop feedback channel; computational complexity; distributed Jacobi eigen-beamforming technique; fading channel; mobility scenario; multiple-input multiple-output system; recursive method; tracking; transmitting antenna; unitary coordinate plane transformation; Antenna feeds; Array signal processing; Computational complexity; Fading; Feedback; Gradient methods; Jacobian matrices; MIMO; Transmitters; Transmitting antennas;
Journal_Title :
Communications Letters, IEEE
DOI :
10.1109/LCOMM.2006.060972