Title :
Primal decomposition based decentralized weighted sum rate maximization with QoS constraints for interfering broadcast channel
Author :
Kaleva, Jarkko ; Tolli, Antti ; Juntti, Markku
Author_Institution :
Centre for Wireless Commun., Univ. of Oulu, Oulu, Finland
Abstract :
We propose a decentralized beamforming design for weighted sum rate maximization with quality-of-service constraints based on primal decomposition of the corresponding centralized problem. The considered system consists of multiple coordinated multi-antenna base stations (BS) serving multiple users each with multiple receive antennas. The considered rate maximization problem is known to be NP-hard and as such intractable in practice. The problem is separated into downlink receive beamformer and transmit precoder design problems. The transmit precoder design problem is further decoupled between the interfering base stations by primal decomposition with respect to the caused inter-cell interference per BS. Particular emphasis is given to signaling requirements and rate of convergence.
Keywords :
antenna arrays; array signal processing; broadcast channels; intercarrier interference; optimisation; quality of service; radio links; radio receivers; radiofrequency interference; receiving antennas; BS; NP-hard; QoS constraints; decentralized beamforming design; decentralized weighted sum rate maximization; downlink receive beamformer; intercell interference; interfering broadcast channel; multiple coordinated multiantenna base stations; multiple receive antennas; primal decomposition; quality-of-service constraints; rate maximization problem; transmit precoder design problem; Convergence; Interference; MIMO; Quality of service; Receivers; Signal processing; Signal processing algorithms; Cellular networks; coordinated beamforming; multi-user MIMO beamforming; non-linear optimization; throughput maximization;
Conference_Titel :
Signal Processing Advances in Wireless Communications (SPAWC), 2013 IEEE 14th Workshop on
Conference_Location :
Darmstadt
DOI :
10.1109/SPAWC.2013.6612003