Title :
Effective Capacity Maximization in Multi-Antenna Channels with Covariance Feedback
Author :
Jorswieck, Eduard A. ; Mochaourab, Rami ; Mittelbach, Martin
Author_Institution :
Commun. Theor., Commun. Lab., Dresden Univ. of Technol., Dresden, Germany
fDate :
10/1/2010 12:00:00 AM
Abstract :
The tradeoff between average transmission rate and average delay is important for the system design of future wireless communication systems. In double-correlated multiple antenna channels, the spatial degrees of freedom allow to optimize the transmit strategy under throughput/delay priority. In this work, we maximize the effective capacity of a MIMO system with covariance feedback. Interestingly, the larger the delay requirement is, the more spatial degrees of freedom are used to avoid low instantaneous transmission rates. This fact is shown analytically by deriving a closed-form expression for the beamforming optimality range as a function of the spatial correlation, the SNR, and the QoS exponent. Numerical simulations illustrate the average effective capacity optimization and confirm the theoretical results.
Keywords :
antennas; channel capacity; covariance matrices; capacity maximization; closed-form expression; covariance feedback; multi-antenna channels; wireless communication systems; Array signal processing; Correlation; Covariance matrix; Eigenvalues and eigenfunctions; Quality of service; Resource management; Signal to noise ratio; Effective capacity; channel hardening; convex optimization; multi-antenna;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2010.080210.091060