Beamforming optimization for multiuser two-tier networks

Youngmin Jeong, Tony Q.S. Quek, Hyundong Shin

研究成果: Article同行評審

39 引文 斯高帕斯(Scopus)

摘要

With the incitation to reduce power consumption and the aggressive reuse of spectral resources, there is an inevitable trend towards the deployment of small-cell networks by decomposing a traditional single-tier network into a multi-tier network with very high throughput per network area. However, this cell size reduction increases the complexity of network operation and the severity of cross-tier interference. In this paper, we consider a downlink two-tier network comprising of a multiple-antenna macrocell base station and a single femtocell access point, each serving multiples users with a single antenna. In this scenario, we treat the following beamforming optimization problems: i) Total transmit power minimization problem; ii) mean-square error balancing problem; and iii) interference power minimization problem. In the presence of perfect channel state information (CSI), we formulate the optimization algorithms in a centralized manner and determine the optimal beamformers using standard convex optimization techniques. In addition, we propose semi-decentralized algorithms to overcome the drawback of centralized design by introducing the signal-to-leakage plus noise ratio criteria. Taking into account imperfect CSI for both centralized and semi-decentralized approaches, we also propose robust algorithms tailored by the worst-case design to mitigate the effect of channel uncertainty. Finally, numerical results are presented to validate our proposed algorithms.

原文English
頁(從 - 到)327-338
頁數12
期刊Journal of Communications and Networks
13
發行號4
DOIs
出版狀態Published - 2011 八月

All Science Journal Classification (ASJC) codes

  • 資訊系統
  • 電腦網路與通信

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