Title :
Adaptive feedback rate control in MIMO broadcast systems
Author :
Zakhour, Randa ; Gesbert, David
Author_Institution :
Dept. of Mobile Commun., Inst. Eurecom, Sophia Antipolis
Abstract :
We consider a MIMO broadcast channel where the channel state information at the transmitter (CSIT), to be used for user scheduling and beamforming, is gained through a limited-rate feedback channel. In view of optimizing the overall spectral efficiency of the system, we propose an adaptive scheme in which the feedback rate is no longer constant but rather optimized as a function of the time-dependent channel quality seen at the user side. One key idea is that, under an average feedback rate constraint, a user ought to provide more feedback at moments when it is more likely to be scheduled.We provide the theoretical grounds for our approach then derive quasi-optimal feedback resource allocation schemes, the performance of which is illustrated through Monte Carlo simulations.
Keywords :
MIMO communication; Monte Carlo methods; adaptive control; broadcast channels; broadcasting; feedback; telecommunication control; MIMO broadcast systems; Monte Carlo simulations; adaptive feedback rate control; channel state information; limited-rate feedback channel; resource allocation schemes; spectral efficiency; time-dependent channel quality; transmitter; user scheduling; Adaptive control; Array signal processing; Broadcasting; Channel state information; Constraint theory; Control systems; MIMO; Programmable control; State feedback; Transmitters;
Conference_Titel :
Information Theory Workshop, 2008. ITW '08. IEEE
Conference_Location :
Porto
Print_ISBN :
978-1-4244-2269-2
Electronic_ISBN :
978-1-4244-2271-5
DOI :
10.1109/ITW.2008.4578703