Abstract
In this paper, we propose a new beamforming design to maximize energy efficiency (EE) for multiple input single output interfering broadcast channels (IFBC). Under this model, the EE problem is non-convex due to the coupled interference and its fractional form, and thus it is difficult to solve the problem. Conventional algorithms which address this problem have adopted an iterative method for each channel realization, which requires high computational complexity. In order to reduce the computational complexity, we parameterize the beamforming vector by scalar parameters related to beam direction and power. Then, by employing asymptotic results of random matrix theory, we identify the optimal parameters to maximize the EE in the large system limit. Based on the asymptotic results, the proposed scheme can provide insights on the average EE performance, and a simple yet efficient beamforming strategy is introduced for the finite system case. Numerical results confirm that the proposed scheme shows a negligible performance loss compared to the best result achieved by the conventional approaches even with small system dimensions, with much reduced system complexity.
Original language | English |
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Title of host publication | 2016 IEEE International Conference on Communications, ICC 2016 |
Publisher | Institute of Electrical and Electronics Engineers Inc. |
ISBN (Electronic) | 9781479966646 |
DOIs | |
Publication status | Published - 2016 Jul 12 |
Event | 2016 IEEE International Conference on Communications, ICC 2016 - Kuala Lumpur, Malaysia Duration: 2016 May 22 → 2016 May 27 |
Other
Other | 2016 IEEE International Conference on Communications, ICC 2016 |
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Country/Territory | Malaysia |
City | Kuala Lumpur |
Period | 16/5/22 → 16/5/27 |
ASJC Scopus subject areas
- Computer Networks and Communications