Cell-Edge-Aware Precoding for Downlink Massive MIMO Cellular Networks
arXiv:1607.01896 · doi:10.1109/TSP.2017.2690387
Abstract
We propose a cell-edge-aware (CEA) zero forcing (ZF) precoder that exploits the excess spatial degrees of freedom provided by a large number of base station (BS) antennas to suppress inter-cell interference at the most vulnerable user equipments (UEs). We evaluate the downlink performance of CEA-ZF, as well as that of a conventional cell-edge-unaware (CEU) ZF precoder in a network with random base station topology. Our analysis and simulations show that the proposed CEA-ZF precoder outperforms CEU-ZF precoding in terms of (i) aggregate per-cell data rate, (ii) coverage probability, and (iii) 95%-likely, or edge user, rate. In particular, when both perfect channel state information and a large number of antennas N are available at the BSs, we demonstrate that the outage probability under CEA-ZF and CEU-ZF decay as 1/N^2 and 1/N, respectively. This result identifies CEA-ZF as a more effective precoding scheme for massive MIMO cellular networks. Our framework also reveals the importance of scheduling the optimal number of UEs per BS, and confirms the necessity to control the amount of pilot contamination received during the channel estimation phase.
arXiv comment13 pages, 10 figures
References in corpus (15)
- Scaling up MIMO: Opportunities and Challenges with Very Large Arrays
- Massive MIMO: Ten Myths and One Critical Question
- Large System Analysis of Linear Precoding in Correlated MISO Broadcast Channels under Limited Feedback
- Blind pilot decontamination
- Downlink MIMO HetNets: Modeling, Ordering Results and Performance Analysis
- MIMO Interference Alignment Over Correlated Channels with Imperfect CSI
- Linear Precoding Based on Polynomial Expansion: Large-Scale Multi-Cell MIMO Systems
- Secrecy Sum-Rates for Multi-User MIMO Regularized Channel Inversion Precoding
- A Tractable Model for Non-Coherent Joint-Transmission Base Station Cooperation
- A Stochastic Geometry Framework for Analyzing Pairwise-Cooperative Cellular Networks
- Physical Layer Security in Downlink Multi-Antenna Cellular Networks
- Large System Analysis of Linear Precoding in MISO Broadcast Channels with Confidential Messages
- Fractional Pilot Reuse in Massive MIMO Systems
- Interference-Aware RZF Precoding for Multi Cell Downlink Systems
- Linear Precoding for Broadcast Channels with Confidential Messages under Transmit-Side Channel Correlation
Cited by in corpus (8)
- Towards a Realistic Assessment of Multiple Antenna HCNs: Residual Additive Transceiver Hardware Impairments and Channel Aging
- SIR Coverage Analysis in Cellular Networks with Temporal Traffic: A Stochastic Geometry Approach
- Stochastic Geometry Analysis of Spatial-Temporal Performance in Wireless Networks: A Tutorial
- Percentile Optimization in Wireless Networks- Part I: Power Control for Max-Min-Rate to Sum-Rate Maximization (and Everything in Between)
- Percentile Optimization in Wireless Networks- Part II: Beamforming for Cell-Edge Throughput Maximization
- Eigen-Inference Precoding for Coarsely Quantized Massive MU-MIMO System with Imperfect CSI
- Enhanced Multiuser Superposition Transmission through Structured Modulation
- Operating Massive MIMO in Unlicensed Bands for Enhanced Coexistence and Spatial Reuse