Title :
Interference Pricing Mechanism for Downlink Multicell Coordinated Beamforming
Author :
Escudero GarzaÌs, JoseÌ JoaquiÌn ; Mingyi Hong ; Garcia, Alvaro ; GarciÌa-Armada, Ana
Author_Institution :
Dept. of Syst. & Inf. Eng., Univ. of Virginia, Charlottesville, VA, USA
Abstract :
We consider the downlink coordinated beamforming problem in a cellular network in which the base stations (BSs) are equipped with multiple antennas and each user is equipped with a single antenna. The BSs cooperate in sharing their local interference information, and they aim to maximize the sum-rate of the users in the network. A decentralized interference pricing beamforming (IPBF) algorithm is proposed to identify the coordinated beamformer, where a BS is penalized according to the interference it creates to its peers. We show that the decentralized pricing mechanism converges to an interference equilibrium, which is a KKT point of the sum-rate maximization problem. The proofs rely on the identification of rank-1 solutions of each BSs´ interference-penalized rate maximization problem. Numerical results show that the proposed iterative mechanism reduces significantly the exchanged information with respect to other state-of-the-art beamforming algorithms with very little sum-rate loss. The version of the algorithm that limits the coordination to a cluster of base stations (IPBF-L) is shown to have very small sum-rate loss with respect to the full coordinated algorithm with much less backhaul information exchange.
Keywords :
MIMO communication; antenna arrays; array signal processing; cellular radio; iterative methods; optimisation; pricing; radiofrequency interference; MIMO system; base stations; cellular network; decentralized interference pricing beamforming algorithm; downlink multicell coordinated beamforming; interference pricing mechanism; interference- penalized rate maximization problem; iterative mechanism; multiple antennas; multiple input-multiple output system; sum-rate maximization problem; Array signal processing; Base stations; Covariance matrices; Information exchange; Interference; MIMO; Pricing; Base station coordination; beamforming; interference equilibirum; multiple input??multiple output (MIMO); non-convex;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2014.2315197