Coordinated max-min fair port selection in a multi-cell distributed antenna system using semidefinite relaxation

We consider the downlink of a cellular system in which each base station (BS) has multiple distributed antenna ports that are geographically dispersed over the cell. The goal of the BSs is to improve cell-edge performance by selecting the subset of ports that maximizes the minimum signal-to-interference-plus-noise ratio of the user terminals in a coordinated manner. This problem is cast as a binary-constrained optimization problem, which is known to be NP-hard. To circumvent this difficulty, the semidefinite relaxation technique is used to efficiently generate Gaussian distributed vectors. Simulation results show that rounding a relatively small number of these vectors yields close-to-optimal solutions of the original problem.

[1]  David P. Williamson,et al.  Improved approximation algorithms for maximum cut and satisfiability problems using semidefinite programming , 1995, JACM.

[2]  Zhi-Quan Luo,et al.  Semidefinite Relaxation of Quadratic Optimization Problems , 2010, IEEE Signal Processing Magazine.

[3]  Halim Yanikomeroglu,et al.  CDMA distributed antenna system for indoor wireless communications , 1993, Proceedings of 2nd IEEE International Conference on Universal Personal Communications.

[4]  Jeffrey G. Andrews,et al.  Downlink performance and capacity of distributed antenna systems in a multicell environment , 2007, IEEE Transactions on Wireless Communications.

[5]  Adel A. M. Saleh,et al.  Distributed Antennas for Indoor Radio Communications , 1987, IEEE Trans. Commun..

[6]  Stephen P. Boyd,et al.  Semidefinite Programming , 1996, SIAM Rev..

[7]  Charles R. Johnson,et al.  Matrix analysis , 1985, Statistical Inference for Engineers and Data Scientists.

[8]  Guidelines for evaluation of radio interface technologies for IMT-Advanced , 2008 .

[9]  Jonghyun Park,et al.  Capacity analysis for distributed antenna systems using cooperative transmission schemes in fading channels , 2009, IEEE Trans. Wirel. Commun..

[10]  Tony Q. S. Quek,et al.  Coordinated Max-Min SIR Optimization in Multicell Downlink - Duality and Algorithm , 2011, 2011 IEEE International Conference on Communications (ICC).

[11]  Halim Yanikomeroglu,et al.  Coordinated Port Selection and Beam Steering Optimization in a Multi-Cell Distributed Antenna System using Semidefinite Relaxation , 2012, IEEE Transactions on Wireless Communications.

[12]  Lin Dai,et al.  Capacity analysis in CDMA distributed antenna systems , 2005, IEEE Transactions on Wireless Communications.