Title :
Optimal joint base station assignment and downlink beamforming for heterogeneous networks
Author :
Sanjabi, Maziar ; Razaviyayn, Meisam ; Luo, Zhi-Quan
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Minnesota, Minneapolis, MN, USA
Abstract :
Consider a MIMO heterogeneous network with multiple transmitters (including macro, pico and femto base stations) and many receivers (mobile users). The users are to be assigned to the base stations which then optimize their linear transmit beamformers accordingly. In this work, we consider the problem of joint base station assignment and linear beamformer design to maximize a system wide utility. We first establish the NP-hardness of the resulting optimization problem for a large family of α-fairness utility functions. Then, we propose an efficient algorithm to approximately solve this problem for the special case of sum rate maximization. The simulation results show that the algorithm improves the sum rate.
Keywords :
MIMO communication; computational complexity; optimisation; radio networks; radio receivers; radio transmitters; α-fairness utility functions; MIMO heterogeneous network; NP-hardness; downlink beamforming; femto base stations; heterogeneous networks; linear beamformer design; linear transmit beamformers; macro base stations; mobile users; multiple transmitters; optimal joint base station assignment; optimization problem; pico base stations; receivers; sum rate maximization; Algorithm design and analysis; Base stations; Joints; MIMO; Optimization; Receivers; Transmitters; Base Station Assignment; Complexity Analysis; Heterogeneous Network; MIMO Beamforming;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on
Conference_Location :
Kyoto
Print_ISBN :
978-1-4673-0045-2
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2012.6288504