Abstract
In order to improve the uplink performance of future cellular networks, the idea to decouple the downlink (DL) and uplink (UL) association has recently been shown to provide significant gain in terms of both coverage and rate performance. However, all the works are limited to a single input single output (SISO) network. Therefore, to study the gain provided by the DL and UL decoupling in multi-antenna base stations (BSs) setup, we study a two tier heterogeneous network consisting of multi-antenna BSs, and single antenna user equipments (UEs). We use maximal ratio combining (MRC) as a linear receiver at the BSs and tools from stochastic geometry, and we derive tractable expressions for both signal-to-interference ratio (SIR) coverage probability and rate coverage probability. We observe that as the disparity in the beamforming gain of both tiers increases, the gain in terms of SIR coverage probability provided by the decoupled association over non-decoupled association decreases. We further observe that when there is asymmetry in the number of antennas of both tiers, then we need further biasing toward femto-tier on the top of decoupled association to balance the load and get optimal rate coverage probability.
Original language | English |
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Article number | 7880671 |
Pages (from-to) | 2760-2775 |
Number of pages | 16 |
Journal | IEEE Transactions on Wireless Communications |
Volume | 16 |
Issue number | 5 |
DOIs | |
Publication status | Published - 2017 May |
Bibliographical note
Publisher Copyright:© 2002-2012 IEEE.
Keywords
- Stochastic geometry
- heterogeneous networks
- maximal ratio combining
- multiple antennas
- uplink analysis
ASJC Scopus subject areas
- Computer Science Applications
- Electrical and Electronic Engineering
- Applied Mathematics