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Optimal Joint Base Station Assignment and Beamforming for Heterogeneous Networks.

Authors :
Sanjabi, Maziar
Razaviyayn, Meisam
Luo, Zhi-Quan
Source :
IEEE Transactions on Signal Processing; Apr2014, Vol. 62 Issue 8, p1950-1961, 12p
Publication Year :
2014

Abstract

Consider a downlink MIMO heterogeneous wireless network with multiple cells, each containing many mobile users and a number of base stations with varying capabilities. A central task in the management of such a network is to assign each user to a base station and design a linear transmit strategy to ensure a satisfactory level of network performance. In this work, we propose a formulation for the joint base station assignment and linear transceiver design problem based on the maximization of a system wide utility. We first establish the NP-hardness of the resulting optimization problem for a large family of \alpha-fairness utility functions. Then, we propose an efficient algorithm to approximately solve this problem for a variety of different utility functions. Our numerical experiments show that the proposed algorithm can achieve significantly higher levels of system throughput and user fairness than what is possible by optimizing the precoders alone. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
1053587X
Volume :
62
Issue :
8
Database :
Complementary Index
Journal :
IEEE Transactions on Signal Processing
Publication Type :
Academic Journal
Accession number :
95054925
Full Text :
https://doi.org/10.1109/TSP.2014.2303946