Title :
An upper bound on SNR for limited feedback MIMO beamforming systems
Author :
Mondal, Bikromadittya ; Heath, Robert W., Jr.
Author_Institution :
Wireless Networking & Commun. Group, Texas Univ., Austin, TX, USA
Abstract :
Multiple-input multiple-output (MIMO) wireless systems can achieve significant diversity and array gain by using transmit beamforming and receive combining. In the absence of full channel knowledge at the transmitter, a quantized beamforming vector can be made available to the transmitter using a low-rate feedback channel, called limited feedback. A codebook based quantization approach is considered. Based on metrics such as signal-to-noise ratio and outage probability, maximization of the minimum distance between any pair of codewords has already been proposed as a codebook design criterion. An upper bound on the average SNR achieved by an optimal codebook designed using such a criterion is derived as a function of the feedback rate. This analysis quantifies the impact of the feedback rate and the number of transmit and receive antennas on the performance of the system.
Keywords :
MIMO systems; antenna arrays; array signal processing; diversity reception; feedback; minimax techniques; probability; receiving antennas; transmitting antennas; MIMO systems; SNR; array gain; codebook based quantization; diversity; limited feedback beamforming systems; low-rate feedback channel; minimum distance maximization; multiple-input multiple-output systems; optimal codebook; outage probability; performance; receive antennas; receive combining; signal-to-noise ratio; transmit antennas; transmit beamforming; upper bound; wireless systems; Array signal processing; Diversity reception; Feedback; MIMO; Performance analysis; Quantization; Signal design; Signal to noise ratio; Transmitters; Upper bound;
Conference_Titel :
Information Theory Workshop, 2004. IEEE
Print_ISBN :
0-7803-8720-1
DOI :
10.1109/ITW.2004.1405338