Title :
Heuristic resource allocation for sum rate optimization in MIMO-OFDM systems using eigenvalue updates
Author :
Klotz, Johannes ; Huppert, Carolin ; Bossert, Martin
Author_Institution :
Inst. of Telecommun. & Appl. Inf. Theor., Ulm Univ., Ulm, Germany
Abstract :
In this paper a heuristic resource allocation algorithm for sum rate maximization is presented. We consider an orthogonal frequency division multiplexing channel with multiple antennas at the base station as well as at the mobile stations. Our algorithm uses eigen-beamforming and dirty paper coding. The user interference is estimated and the eigenvalues of the affected beams are updated. Our algorithm is compared to the optimal but more complex solution. It is shown that the performance of the suggested algorithm is very close to the optimum.
Keywords :
MIMO communication; OFDM modulation; antenna arrays; array signal processing; channel coding; eigenvalues and eigenfunctions; optimisation; resource allocation; MIMO-OFDM systems; dirty paper coding; eigen-beamforming algorithm; heuristic resource allocation; multiple antennas; orthogonal frequency division multiplexing channel; sum rate optimization; Base stations; Downlink; Eigenvalues and eigenfunctions; Interference; Iterative algorithms; MIMO; Mobile antennas; OFDM; Resource management; Transmitters;
Conference_Titel :
Wireless Communication Systems. 2008. ISWCS '08. IEEE International Symposium on
Conference_Location :
Reykjavik
Print_ISBN :
978-1-4244-2488-7
Electronic_ISBN :
978-1-4244-2489-4
DOI :
10.1109/ISWCS.2008.4726006