Title :
Optimal user association for Massive MIMO empowered ultra-dense wireless networks
Author :
Gotsis, Antonis G. ; Stefanatos, Stelios ; Alexiou, Angeliki
Author_Institution :
Department of Digital Systems, University of Piraeus, Greece
Abstract :
Ultra network densification and Massive MIMO are considered major 5G enablers since they promise huge capacity gains by exploiting proximity, spectral and spatial reuse benefits. Both approaches rely on increasing the number of access elements per user, either through deploying more access nodes over an area or increasing the number of antenna elements per access node. At the network-level, optimal user-association for a densely and randomly deployed network of Massive MIMO empowered access nodes must account for both channel and load conditions. In this paper we formulate this complex problem, report its computationally intractability and reformulate it to a plausible form, amenable to acquire a global optimal solution with reasonable complexity. We apply the proposed optimization model to typical ultra-dense outdoor small-cell setups and demonstrate: (i) the significant impact of optimal user-association to the achieved rate levels compared to a baseline strategy, and (ii) the optimality of alternative network access element deployment strategies.
Keywords :
Antennas; Interference; MIMO; Optimization; Signal to noise ratio; Wireless networks; 5G; integer linear programming; massive MIMO; optimization; ultra dense networks; user association;
Conference_Titel :
Communication Workshop (ICCW), 2015 IEEE International Conference on
Conference_Location :
London, United Kingdom
DOI :
10.1109/ICCW.2015.7247514