Title :
An efficient algorithm for solving the downlink beamforming problem with indefinite constraints
Author :
Samuelsson, David ; Bengtsson, Mats ; Ottersten, Björn
Author_Institution :
Dept. Signals, Sensors & Syst., KTH, Stockholm, Sweden
Abstract :
By imposing additional constraints in the downlink beamforming optimization, more general quality of service (QoS) measures than the average signal to interference and noise ratio (SINR) alone, can be introduced. Herein a rapidly converging algorithm solving the downlink beamforming problem with additional indefinite quadratic constraints on the beamforming vector is presented. The proposed algorithm is significantly faster than the previously proposed solution, which involves semidefinite programming. Also, the algorithm is easy to implement, since it only involves eigenvalue problems.
Keywords :
array signal processing; cellular radio; convergence of numerical methods; eigenvalues and eigenfunctions; quadratic programming; quality of service; QoS; beamforming vector; downlink beamforming; eigenvalue problems; indefinite quadratic constraints; optimization; quality of service; rapidly converging algorithm; single cell; Antenna arrays; Array signal processing; Constraint optimization; Covariance matrix; Downlink; Eigenvalues and eigenfunctions; Interference constraints; Quality of service; Sensor systems; Signal to noise ratio;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
Print_ISBN :
0-7803-8874-7
DOI :
10.1109/ICASSP.2005.1416156