Title :
Beamforming and User Selection in SDMA Systems Utilizing Channel Statistics and Instantaneous SNR Feedback
Author :
Hammarwall, D. ; Bengtsson, Martin ; Ottersten, Bjorn
Author_Institution :
Sch. of Electr. Eng., R. Inst. of Technol., Stockholm, Sweden
Abstract :
Spatial division multiple access (SDMA) systems efficiently take advantage of the spatial dimensions of the channel to increase the performance of the system. A major difficulty, common to all SDMA systems, is the requirement of channel knowledge at the transmitter to enable transmission of multiple streams without catastrophic interference. Herein we show that, in wide area scenarios, statistical channel information combined with the Euclidean norm of the channel realization, fed back from the users, provide sufficient information for SDMA systems to efficiently allocate users in time and space. A joint beamforming and scheduling algorithm is proposed for the downlink, which extends the proportional fair scheduling criterion to an SDMA setting, resulting in a weighted sum rate maximization.
Keywords :
channel estimation; space division multiple access; telecommunication network management; Euclidean norm; SDMA systems; channel knowledge; channel realization; channel statistics; instantaneous SNR feedback; proportional fair scheduling criterion; scheduling algorithm; spatial division multiple access; statistical channel information; user selection; weighted sum rate maximization; Array signal processing; Feedback; Interference; Maximum likelihood estimation; Multiaccess communication; Processor scheduling; Signal processing algorithms; Statistics; Transmitters; Transmitting antennas; Spatial division multiple access; array signal processing; feedback; mobile communication;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
Conference_Location :
Honolulu, HI
Print_ISBN :
1-4244-0727-3
DOI :
10.1109/ICASSP.2007.366485