Energy-Efficient Approach for Beamforming Design and BBUs Aggregation in Heterogeneous C-RAN

Konferenzbeitrag

Heterogeneous cloud radio access network (C-RAN) that combines the benefits of C-RAN and multi-tier heterogeneous networks (HetNets) is emerged as a novel network solution for improving both spectrum and energy efficiencies. In this work, we propose an energy-efficient approach that considers both RRHs beamforming design and BBUs aggregation in heterogeneous C-RAN. First, the problem is formulated as an optimization problem to maximize the weighted energy efficiency utility function subject to BBU processing capability, per-user quality-ofservice (QoS) requirement and per-RRH total transmit power constraints. Then, the optimization problem is decomposed into two sub problems. The first sub problem is a transmit beamforming vectors optimization problem. This problem is transformed to a weighted sum mean square error (MSE) minimization problem and solved using a weighted minimum mean square error (WMMSE) algorithm. The second sub problem is the BBUs aggregation problem. This problem is converted to a bin packing problem and we propose an algorithm based on the Best-Fit-Decreasing method to solve it. In order to show the effectiveness of the proposed energy-efficient approach, we compare it with different algorithms that are presented in the literature.

Object Details

• Language: Englisch

References and Relationships

• Bibliographic citation: Series: 2nd Europe - Middle East - North African Regional Conference of the International Telecommunications Society (ITS): "Leveraging Technologies For Growth", Aswan, Egypt, 18th-21st February, 2019

Classification and Topics

• Classification: Wirtschaft
• Subject: Heterogeneous cloud radio access network ; beamforming ; weighted minimum mean square error (WMMSE) ; BestFit-Decreasing

Contributors, Places and Time

• Event: Geistige Schöpfung
• (who): Abdelhakam, Mostafa M. ; Elmesalawy, Mahmoud M.
• Event: Veröffentlichung
• (who): International Telecommunications Society (ITS)
• (where): Calgary
• (when): 2019

Further information

• Handle: http://hdl.handle.net/10419/201740
• Last update: 10.03.2025, 11:43 AM CET