DocumentCode
586179
Title
Low Complexity Beamforming Methods for MIMO-OFDM Systems
Author
Tavassoli, Farhad ; Zhou, Chi
Author_Institution
Dept. of Electr. & Comput. Eng., Illinois Inst. of Technol., Chicago, IL, USA
fYear
2012
fDate
3-6 Sept. 2012
Firstpage
1
Lastpage
5
Abstract
Multiple-input multiple-output (MIMO) systems can significantly improve the network capacity and the quality of service (QoS). We propose a novel beamforming method for MIMO orthogonal frequency division multiplexing (OFDM) systems in this work. The presented method is based on the Rayleigh Quotient (RQ) of the Fourier transform of the channel matrix. Two RQ analysis algorithms, simple steepest descent and Luo´s algorithms, are used to obtain the new beamforming method. It is demonstrated that the proposed method can considerably reduce the complexity and needs only (2K+1)L complex multiplications and 2KL-1 complex additions for a single run, where K and L are the number of antennas at the transmitter and the receiver, respectively. We evaluate the performance of the presented method in AWGN and Rayleigh fading channels. Simulation results show that the new method reduces the bit error rate (BER) significantly while having low computational complexity. It is also shown that the presented method has a very fast convergence rate.
Keywords
MIMO communication; OFDM modulation; Rayleigh channels; array signal processing; computational complexity; error statistics; quality of service; 2KL-1 complex additions; AWGN; BER; MIMO orthogonal frequency division multiplexing; MIMO-OFDM systems; QoS; RQ analysis algorithms; Rayleigh fading channels; Rayleigh quotient; beamforming method; bit error rate; channel matrix; computational complexity; low complexity beamforming methods; multiple-input multiple-output; quality of service; Antenna arrays; Array signal processing; OFDM; Receivers; Transmitting antennas; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Vehicular Technology Conference (VTC Fall), 2012 IEEE
Conference_Location
Quebec City, QC
ISSN
1090-3038
Print_ISBN
978-1-4673-1880-8
Electronic_ISBN
1090-3038
Type
conf
DOI
10.1109/VTCFall.2012.6399050
Filename
6399050
Link To Document