Title :
Beamforming capacity and SNR maximization for multiple antenna systems
Author :
Jafar, Syed Ali ; Goldsmith, Andrea
Author_Institution :
Stanford Univ., CA, USA
Abstract :
We explore the optimal input distributions to maximize average received SNR and to achieve beamforming capacity on the downlink for two different channel models. First we model a scenario where the mobile unit is surrounded by local scatterers while the base station (BS) is relatively unobstructed, so that the channel matrix consists of IID (independent and identically distributed) rows and correlated columns. For this model, we show that the average SNR maximizing input distribution also achieves the beamforming capacity. Then we model a scenario where the transmit antennas at the BS are placed significantly far apart, so that the fades are independent but not identically distributed. For this model we obtain necessary and sufficient conditions under which the average SNR maximizing solution also achieves beamforming capacity. We find that for typical mobile unit antenna spacings, increasing the BS antenna spacing not only improves the capacity but achieves this higher capacity using just one transmit antenna at a time, thus saving significantly on the cost of power amplifiers at the BS
Keywords :
antenna arrays; channel capacity; covariance matrices; electromagnetic wave scattering; fading channels; mobile radio; optimisation; receiving antennas; transmitting antennas; MIMO channel; SNR maximization; base station antenna spacing; beamforming capacity; channel matrix; covariance matrices; fading environment; local scatterers; mobile unit; mobile unit antenna spacings; multiple antenna systems; optimal input distributions; receive antennas; transmit antennas; Array signal processing; Channel state information; Covariance matrix; Decoding; Fading; Feedback; MIMO; Mobile antennas; Transmitters; Transmitting antennas;
Conference_Titel :
Vehicular Technology Conference, 2001. VTC 2001 Spring. IEEE VTS 53rd
Conference_Location :
Rhodes
Print_ISBN :
0-7803-6728-6
DOI :
10.1109/VETECS.2001.944800