Title :
Partitioning of Distributed MIMO Systems Based on Overhead Considerations
Author :
Lioumpas, Athanasios S. ; Bithas, Petros S. ; Alexiou, Angeliki
Author_Institution :
Dept. of Digital Syst., Univ. of Piraeus, Piraeus, Greece
Abstract :
Distributed-Multiple Input Multiple Output (D-MIMO) networks is a promising enabler to address the challenges of high traffic demand in future wireless networks. A limiting factor that is directly related to the performance of these systems is the overhead signaling required for distributing data and control information among the network elements. In this paper, the concept of orthogonal partitioning is extended to D-MIMO networks employing joint multi-user beamforming, aiming to maximize the effective sum-rate, i.e., the actual transmitted information data. Furthermore, in order to comply with practical requirements, the overhead subframe size is considered to be constrained. In this context, a novel formulation of constrained orthogonal partitioning is introduced as an elegant Knapsack optimization problem, which allows the derivation of quick and accurate solutions. Several numerical results give insight into the capabilities of D-MIMO networks and the actual sum-rate scaling under overhead constraints.
Keywords :
MIMO communication; array signal processing; knapsack problems; optimisation; telecommunication traffic; constrained orthogonal partitioning; distributed MIMO systems; distributed-multiple input multiple output networks; joint multiuser beamforming; knapsack optimization problem; network elements; overhead signaling; overhead subframe size; sum-rate scaling; traffic demand; wireless networks; Array signal processing; Context; Interference; MIMO; Optimization; Partitioning algorithms; Wireless communication; Distributed MIMO; Knapsack optimization; effective sum-rate; network partitioning; overhead reduction;
Journal_Title :
Wireless Communications Letters, IEEE
DOI :
10.1109/WCL.2013.072913.130449