Joint Base Station Activation and Downlink Beamforming Design for Heterogeneous Networks

In this paper, we investigate joint base station (BS) activation and beamforming design for coordinated downlink transmissions in a cellular heterogeneous network (HetNet). We formulate the total power minimization problem as a mixed integer program. Using the Benders' partitioning method and the convex duality theory, we show that the global optimal solution can then be computed by solving a sequence of relaxed master programs and the associated subproblems with affordable complexity.

[1]  Zhisheng Niu,et al.  Energy Saving Performance Comparison of Coordinated Multi-Point Transmission and Wireless Relaying , 2010, 2010 IEEE Global Telecommunications Conference GLOBECOM 2010.

[2]  Yong Cheng,et al.  Joint Network Optimization and Downlink Beamforming for CoMP Transmissions Using Mixed Integer Conic Programming , 2013, IEEE Transactions on Signal Processing.

[3]  Zhi-Quan Luo,et al.  Coordinated Beamforming for MISO Interference Channel: Complexity Analysis and Efficient Algorithms , 2011, IEEE Transactions on Signal Processing.

[4]  J. F. Benders Partitioning procedures for solving mixed-variables programming problems , 1962 .

[5]  A. M. Geoffrion Generalized Benders decomposition , 1972 .

[6]  Ying Jun Zhang,et al.  Joint Base Station Association and Power Control via Benders' Decomposition , 2013, IEEE Transactions on Wireless Communications.

[7]  Yuanming Shi,et al.  Group Sparse Beamforming for Green Cloud-RAN , 2013, IEEE Transactions on Wireless Communications.

[8]  Wolfgang Utschick,et al.  Optimal Joint User Association and Resource Allocation in Heterogeneous Networks via Sparsity Pursuit , 2014, ArXiv.

[9]  Ami Wiesel,et al.  Linear precoding via conic optimization for fixed MIMO receivers , 2006, IEEE Transactions on Signal Processing.

[10]  Abraham O. Fapojuwo,et al.  On the Tradeoff Between Spectral Efficiency and Energy Efficiency of Homogeneous Cellular Networks With Outage Constraint , 2013, IEEE Transactions on Vehicular Technology.

[11]  Zhi-Quan Luo,et al.  Joint Base Station Clustering and Beamformer Design for Partial Coordinated Transmission in Heterogeneous Networks , 2012, IEEE Journal on Selected Areas in Communications.

[12]  Zhi-Quan Luo,et al.  Base Station Activation and Linear Transceiver Design for Optimal Resource Management in Heterogeneous Networks , 2013, IEEE Transactions on Signal Processing.

[13]  Chris T. K. Ng,et al.  Linear Precoding in Cooperative MIMO Cellular Networks with Limited Coordination Clusters , 2010, IEEE Journal on Selected Areas in Communications.

[14]  Xiaojun Yuan,et al.  Dynamic Nested Clustering for Parallel PHY-Layer Processing in Cloud-RANs , 2016, IEEE Transactions on Wireless Communications.