Optimal joint base station assignment and beamforming for heterogeneous networks

Maziar Sanjabi, Meisam Razaviyayn, Zhi-Quan Luo

Research output: Contribution to journalArticlepeer-review

43 Scopus citations

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 α-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.

Original languageEnglish (US)
Article number6730719
Pages (from-to)1950-1961
Number of pages12
JournalIEEE Transactions on Signal Processing
Volume62
Issue number8
DOIs
StatePublished - Apr 15 2014

Keywords

  • Base station assignment
  • Heterogeneous networks
  • NP-harness
  • Precoder optimization
  • Resource management

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