Massive MIMO for Next Generation Wireless Systems
arXiv:1304.6690 · doi:10.1109/MCOM.2014.6736761
Abstract
Multi-user Multiple-Input Multiple-Output (MIMO) offers big advantages over conventional point-to-point MIMO: it works with cheap single-antenna terminals, a rich scattering environment is not required, and resource allocation is simplified because every active terminal utilizes all of the time-frequency bins. However, multi-user MIMO, as originally envisioned with roughly equal numbers of service-antennas and terminals and frequency division duplex operation, is not a scalable technology. Massive MIMO (also known as "Large-Scale Antenna Systems", "Very Large MIMO", "Hyper MIMO", "Full-Dimension MIMO" & "ARGOS") makes a clean break with current practice through the use of a large excess of service-antennas over active terminals and time division duplex operation. Extra antennas help by focusing energy into ever-smaller regions of space to bring huge improvements in throughput and radiated energy efficiency. Other benefits of massive MIMO include the extensive use of inexpensive low-power components, reduced latency, simplification of the media access control (MAC) layer, and robustness to intentional jamming. The anticipated throughput depend on the propagation environment providing asymptotically orthogonal channels to the terminals, but so far experiments have not disclosed any limitations in this regard. While massive MIMO renders many traditional research problems irrelevant, it uncovers entirely new problems that urgently need attention: the challenge of making many low-cost low-precision components that work effectively together, acquisition and synchronization for newly-joined terminals, the exploitation of extra degrees of freedom provided by the excess of service-antennas, reducing internal power consumption to achieve total energy efficiency reductions, and finding new deployment scenarios. This paper presents an overview of the massive MIMO concept and contemporary research.
Final manuscript, to appear in IEEE Communications Magazine
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- Large-Scale MIMO Secure Transmission with Finite Alphabet Inputs
- 5G Multimedia Massive MIMO Communications Systems
- Pilot Contamination is Not a Fundamental Asymptotic Limitation in Massive MIMO
- Omnidirectional Space-Time Block Coding for Common Information Broadcasting in Massive MIMO Systems
- Downlink Power Control for Massive MIMO Cellular Systems with Optimal User Association
- Large MIMO Detection Schemes Based on Channel Puncturing: Performance and Complexity Analysis
- Directional Cell Search Delay Analysis for Cellular Networks with Static Users
- How Often Should CSI be Updated for Massive MIMO Systems with Massive Connectivity?
- Hybrid LISA Precoding for Multiuser Millimeter-Wave Communications
- On the Performance of Massive MIMO Systems With Low-Resolution ADCs Over Rician Fading Channels
- Study of Channel Estimation with Oversampling for 1-bit Large-Scale MIMO Systems
- Dynamic Scheduling and Power Control in Uplink Massive MIMO with Random Data Arrivals
- Dynamic Carrier and Power Amplifier Mapping for Energy Efficient Multi-Carrier Wireless Communications
- Impact of Spatially Consistent Channels on Digital Beamforming for Millimeter-Wave Systems
- Massive MIMO Asymptotics for Ray-Based Propagation Channels
- Non-orthogonal Multiple Access as an Enabler for Massive Connectivity for 5G and Beyond Networks
- Enhanced Secrecy Rate Maximization for Directional Modulation Networks via IRS
- Interference Cancellation Based Channel Estimation for Massive MIMO Systems with Time Shifted Pilots
- Experimental Demonstration of Delay-Bounded Wireless Network Based on Precise Time Synchronization
- Energy-Efficient Flat Precoding for MIMO Systems
- Anomaly Detection-Based UE-Centric Inter-Cell Interference Suppression
- Dominant Channel Estimation via MIPS for Large-Scale Antenna Systems with One-Bit ADCs
- A Robust Deep Learning-Based Beamforming Design for RIS-assisted Multiuser MISO Communications with Practical Constraints
- Construction of 1-Bit Transmit Signal Vectors for Downlink MU-MISO Systems: QAM constellations
- Statistical Beamforming for FDD Downlink Massive MIMO via Spatial Information Extraction and Beam Selection
- Enhanced Channel Estimation in Massive MIMO via Coordinated Pilot Design
- A Covariance-Based Hybrid Channel Feedback in FDD Massive MIMO Systems
- Security Vulnerability of FDD Massive MIMO Systems in Downlink Training Phase
- Beamforming Network Optimization for Reducing Channel Time Variation in High-Mobility Massive MIMO
- On the Energy Efficiency of MIMO Hybrid Beamforming for Millimeter Wave Systems with Nonlinear Power Amplifiers
- Technical Report on Efficient Integration of Dynamic TDD with Massive MIMO
- Massive MIMO for Ultra-reliable Communications with Constellations for Dual Coherent-noncoherent Detection
- Massive MIMO relaying with linear precoding in correlated channels under limited feedback
- A Compact, Wide Field-of-View Gradient-index Lens Antenna for Millimeter-wave MIMO on Mobile Devices
- Analog Beam Tracking in Linear Antenna Arrays: Convergence, Optimality, and Performance
- Scalable Content Delivery with Coded Caching in Multi-Antenna Fading Channels
- Performance Analysis of ZF Receivers with Imperfect CSI for Uplink Massive MIMO Systems
- Three Practical Aspects of Massive MIMO: Intermittent User Activity, Pilot Synchronism, and Asymmetric Deployment
- Exploring the Physical Layer Frontiers of Cellular Uplink - The Vienna LTE-A Simulator
- User Association and Interference Management in Massive MIMO HetNets
- Single-Carrier Modulation for Large-Scale Antenna Systems
- Secure Massive MIMO Transmission with an Active Eavesdropper
- Deterministic Sampling Decoding: Where Sphere Decoding Meets Lattice Gaussian Distribution
- Spatial Covariance Matrix Reconstruction for DOA Estimation in Hybrid Massive MIMO Systems with Multiple Radio Frequency Chains
- A Rank-Constrained Coordinate Ascent Approach to Hybrid Precoding for the Downlink of Wideband Massive (MIMO) Systems
- Spectral and Energy Efficiency of Multi-pair Massive MIMO Relay Network with Hybrid Processing
- Eigen-Inference Precoding for Coarsely Quantized Massive MU-MIMO System with Imperfect CSI
- Performance of Multi-Cell Massive MIMO Systems With Interference Decoding
- Robustness of Low-Complexity Massive MIMO Architectures Against Passive Eavesdropping
- Low-Complexity Message Passing Based Massive MIMO Channel Estimation by Exploiting Unknown Sparse Common Support with Dirichlet Process
- An Efficient Deep Learning Framework for Low Rate Massive MIMO CSI Reporting
- Joint User Scheduling and Beam Selection Optimization for Beam-Based Massive MIMO Downlinks
- Data-Rate Driven Transmission Strategy for Deep Learning Based Communication Systems
- Distributed Compressive Sensing Based Doubly Selective Channel Estimation for Large-Scale MIMO Systems
- Robust Beamforming for Physical Layer Security in BDMA Massive MIMO
- Cognitive Radio Networks: An Information Theoretic Perspective
- Beam domain secure transmission for massive MIMO communications
- Balancing Queueing and Retransmission: Latency-Optimal Massive MIMO Design
- Blind Signal Detection in Massive MIMO: Exploiting the Channel Sparsity
- Uplink Transmission Design for Crowded Correlated Cell-Free Massive MIMO-OFDM Systems
- On the Performance of MRC Receiver with Unknown Timing Mismatch-A Large Scale Analysis
- Pilot Decontamination via PDP Alignment
- -Norm Minimization for Joint Precoding and Peak-to-Average-Power Ratio Reduction
- Multipath Division Multiple Access for 5G Millimeter Wave Cellular Systems
- Study of SIC and RLS Channel Estimation for Large-Scale Antenna Systems with 1-Bit ADCs
- On Hybrid Pilot for Channel Estimation in Massive MIMO Uplink
- Compressing MIMO Channel Submatrices with Tucker Decomposition: Enabling Efficient Storage and Reducing SINR Computation Overhead
- In an Uncertain World: Distributed Optimization in MIMO Systems with Imperfect Information
- Random Access for Massive MIMO Systems with Intra-Cell Pilot Contamination
- Study of Coarse Quantization-Aware Block Diagonalization Algorithms for MIMO Systems with Low Resolution
- Message-Passing Receiver for Joint Channel Estimation and Decoding in 3D Massive MIMO-OFDM Systems
- Sum-rate Maximizing in Downlink Massive MIMO Systems with Circuit Power Consumption
- Subcarrier-Interlaced FDD for Faster-than-TDD Channel Tracking in Massive MIMO Systems
- Multi-Layer Precoding: A Potential Solution for Full-Dimensional Massive MIMO Systems
- Downlink Performance of Uplink Fractional Power Control in 5G Massive MIMO Systems
- Asymptotic Characterisation of Regularised Zero-Forcing Receiver for Imperfect and Correlated Massive MIMO Systems with Optimal Power Allocation
- Learning to be green: robust energy efficiency maximization in dynamic MIMO-OFDM systems
- A novel 2D non-stationary wideband massive MIMO channel model
- Decoupled Signal Detection for the Uplink of Large-Scale MIMO Systems in Heterogeneous Networks
- Average SEP-Optimal Precoding for Correlated Massive MIMO with ZF Detection: An Asymptotic Analysis
- Efficient Feedback Mechanisms for FDD Massive MIMO under User-level Cooperation
- A Framework for Over-the-air Reciprocity Calibration for TDD Massive MIMO Systems
- Resource Allocation for SWIPT in Multi-Service Wireless Networks
- Active Attack on User Load Achieving Pilot Design in Massive MIMO Networks
- SLNR Based Precoding for One-Bit Quantized Massive MIMO in mmWave Communications
- Parallel Digital Predistortion Design on Mobile GPU and Embedded Multicore CPU for Mobile Transmitters
- On the Performance of Zero-Forcing Processing in Multi-Way Massive MIMO Relay Networks
- Heterogeneous Cellular Networks with LoS and NLoS Transmissions--The Role of Massive MIMO and Small Cells
- A D2D-based Protocol for Ultra-Reliable Wireless Communications for Industrial Automation
- FDD Massive MIMO Based on Efficient Downlink Channel Reconstruction
- Deep Learning Framework for Hybrid Analog-Digital Signal Processing in mmWave Massive-MIMO Systems
- Joint Pilot Sequence Design and Power Control for Max-Min Fairness in Uplink Massive MIMO
- Resource Management and Quality of Service Provisioning in 5G Cellular Networks
- Network Edge Inference for Large Language Models: Principles, Techniques, and Opportunities
- Machine Learning-Enabled Joint Antenna Selection and Precoding Design: From Offline Complexity to Online Performance
- Spatial separation of closely-spaced users in measured distributed massive MIMO channels
- Semi-Blind Channel-and-Signal Estimation for Uplink Massive MIMO With Channel Sparsity
- Massive MIMO with Optimal Power and Training Duration Allocation
- Joint Spatial Division and Multiplexing for mm-Wave Channels
- Full-Duplex eNodeB and UE Design for 5G Networks
- Multi-cell Hybrid Millimeter Wave Systems: Pilot Contamination and Interference Mitigation
- Energy-Efficient 5G Outdoor-to-Indoor Communication: SUDAS Over Licensed and Unlicensed Spectrum
- Convolution Attack on Frequency-Hopping by Full-Duplex Radios
- On Random Operator-Valued Matrices: Operator-Valued Semicircular Mixtures and Central Limit Theorem
- Optimizing Multi-Cell Massive MIMO for Spectral Efficiency: How Many Users Should Be Scheduled?
- Supervised-Learning for Multi-Hop MU-MIMO Communications with One-Bit Transceivers
- Clustering Based Hybrid Precoding Design for Multi-User Massive MIMO Systems
- New equivalent model of quantizer with noisy input and its application for ADC resolution determination in an uplink MIMO receiver
- A Study of Delay Drifts on Massive MIMO Wideband Channel Models
- Interference Exploitation 1-Bit Massive MIMO Precoding: A Partial Branch-and-Bound Solution with Near-Optimal Performance
- Impact of Angular Spread in Moderately Large MIMO Systems under Pilot Contamination
- Reduced-Dimension Design of MIMO Over-the-Air Computing for Data Aggregation in Clustered IoT Networks
- Robust Precoding Design for Coarsely Quantized MU-MIMO Under Channel Uncertainties
- Noncooperative Precoding for Massive MIMO HetNets: SILNR Maximization Precoding
- Optimal non-coherent data detection for massive SIMO wireless systems: A polynomial complexity solution
- Grant-Free Access via Bilinear Inference for Cell-Free MIMO with Low-Coherent Pilots
- Low-Complexity Symbol-Level Precoding for MU-MISO Downlink Systems with QAM Signals
- Asymmetrical Uplink and Downlink Transceivers in Massive MIMO Systems
- Linearizing Active Antenna Arrays: Method and Measurements
- On the Spectral Efficiency for Massive MIMO Systems With Imperfect Spacial Covariance Information
- A Comprehensive Performance Analysis for mm-Wave Massive MIMO Hybrid Beamforming under PA Nonlinearities
- Large System Analysis of Box-Relaxation in Correlated Massive MIMO Systems Under Imperfect CSI (Extended Version)
- Performance Analysis and Optimization of 3D Massive MIMO Multi-Pair Relaying with SWIPT
- Amplitude and Phase Estimation for Absolute Calibration of Massive MIMO Front-Ends
- Achievable Rates of Attack Detection Strategies in Echo-Assisted Communication
- Performance Analysis of Receive Antenna Selection in Multi-Antenna Systems under Finite Constellation Size
- Near-field Ultra-wideband mmWave Channel Characterization Using Successive Cancellation Beamspace UCA Algorithm
- Effective Capacity in MIMO Channels with Arbitrary Inputs
- Massive MIMO Multicast Beamforming Via Accelerated Random Coordinate Descent
- Spectral Efficiency Analysis in Downlink Massive MIMO System for Perfect CSI with Precoding
- Radiation Efficiency Aware High-Mobility Massive MIMO with Antenna Selection
- Coordinated Multi-cell Beamforming for Massive MIMO: A Random Matrix Approach
- Decentralized Coordinate-Descent Data Detection and Precoding for Massive MU-MIMO
- Multipair Massive MIMO Relaying with Pilot-Data Transmission Overlay
- Performance Enhancement of the Golden Code by Utilizing ORIOL Antenna
- Eliminating Interference in LOS Massive Multi-User MIMO with a Few Transceivers
- A simple bound on the BER of the MAP decoder for massive MIMO systems
- A Low Complexity Near-Maximum Likelihood MIMO Receiver with Low Resolution Analog-to-Digital Converters
- Efficient Optimal Joint Channel Estimation and Data Detection for Massive MIMO Systems
- Codebook Design for Millimeter-Wave Channel Estimation with Hybrid Precoding Structure
- A Desired PAR-Achieving Precoder Design for Multi-User MIMO OFDM based on Concentration of Measure
- Random Access for Massive Machine-Type Communications
- Energy-efficient Alternating Iterative Secure Structure of Maximizing Secrecy Rate for Directional Modulation Networks
- Uplink Analysis of Large MU-MIMO Systems With Space-Constrained Arrays in Ricean Fading
- On Performance of Quantized Transceiver in Multiuser Massive MIMO Downlinks
- Ideological Sublations: Resolution of Dialectic in Population-based Optimization
- Pilot Reuse Among D2D Users in D2D Underlaid Massive MIMO Systems
- Atomic Norm Denoising-Based Joint Channel Estimation and Faulty Antenna Detection for Massive MIMO
- What is the Optimal Network Deployment for a Fixed Density of Antennas?
- Successive Cancellation Soft Output Detector For Uplink MU-MIMO Systems With One-bit ADCs
- VLSI Design of a Nonparametric Equalizer for Massive MU-MIMO
- Study of Iterative Detection and Decoding for Large-Scale MIMO Systems with 1-Bit ADCs
- Analysis of Massive MIMO and Base Station Cooperation in an Indoor Scenario
- Low-Complexity Recursive Convolutional Precoding for OFDM-based Large-Scale Antenna System
- Self-Interference Suppression for the Full-Duplex Wireless Communication with Large-Scale Antenna
- Uplink Performance of Large Optimum-Combining Antenna Arrays in Poisson-Cell Networks
- Low-Rank Covariance-Assisted Downlink Training and Channel Estimation for FDD Massive MIMO Systems
- Optimal User Association for Massive MIMO Empowered Ultra-Dense Wireless Networks
- Quantization and Feedback of Spatial Covariance Matrix for Massive MIMO Systems with Cascaded Precoding
- Design and Analysis of Downlink Channel Estimation Based on Parametric Model for Massive MIMO in FDD Systems
- MIMO: State of the Art and the Future in Focus
- Towards SE and EE in 5G with NOMA and Massive MIMO Technologies
- Sparse Channel Estimation for Massive MIMO with 1-bit Feedback per Dimension
- QoE-aware Scalable Video Transmission in MIMO~Systems
- A Novel Hybrid Beamforming Algorithm with Unified Analog Beamforming by Subspace Construction Based on Partial CSI for Massive MIMO-OFDM Systems
- Communications and Signals Design for Wireless Power Transmission
- Operating Massive MIMO in Unlicensed Bands for Enhanced Coexistence and Spatial Reuse
- Performance Analysis for Training-Based Multi-Pair Two-Way Full-Duplex Relaying with Massive Antennas
- Large-System Analysis of Correlated MIMO Multiple Access Channels with Arbitrary Signaling in the Presence of Interference
- Blind Measurement Selection: A Random Matrix Theory Approach
- On-off Analog Beamforming for Massive MIMO
- Constructing Receiver Signal Points using Constrained Massive MIMO Arrays
- Widely-Linear Precoding for Large-Scale MIMO with IQI: Algorithms and Performance Analysis
- Frequency Synchronization for Uplink Massive MIMO Systems
- Temporal Analysis of Measured LOS Massive MIMO Channels with Mobility
- Massive MIMO Systems with Hardware-Constrained Base Stations
- Multipair Full-Duplex Relaying with Massive Arrays and Linear Processing
- The Interplay between Massive MIMO and Underlaid D2D Networking
- Energy-Efficient Future Wireless Networks: A Marriage between Massive MIMO and Small Cells
- Uplink Performance of Large Optimum-Combining Antenna Arrays in Power-Controlled Cellular Networks
- Heterogeneous Cloud Radio Access Networks: A New Perspective for Enhancing Spectral and Energy Efficiencies
- Weighted Spectral Efficiency Optimization for Hybrid Beamforming in Multiuser Massive MIMO-OFDM Systems
- Channel Estimation for MIMO Hybrid Architectures with Low Resolution ADCs for mmWave Communication
- On the Performance of Splitting Receiver with Joint Coherent and Non-Coherent Processing
- Millimeter Wave Beam Recommendation via Tensor Completion
- The Effect of Spatial Correlation on the Performance of Uplink and Downlink Single-Carrier Massive MIMO Systems
- A Simple Receive Diversity Technique for Distributed Beamforming
- Spectrum-Energy-Economy Efficiency Trade-off of Wireless Communication Systems with Separated Indoor/Outdoor Scenarios for 5G and B5G
- Robust Beamforming Design for Sum Secrecy Rate Optimization in MU-MISO Networks
- Symbol Detection for Massive MIMO AF Relays Using Approximate Bayesian Inference
- Covariance-Aided CSI Acquisition with Non-Orthogonal Pilots in Massive MIMO: A Large-System Performance Analysis
- Downlink Extrapolation for FDD Multiple Antenna Systems Through Neural Network Using Extracted Uplink Path Gains
- Bayesian Massive MIMO Channel Estimation with Parameter Estimation Using Low-Resolution ADCs
- Pushing The Limit of Type I Codebook For FDD Massive MIMO Beamforming: A Channel Covariance Reconstruction Approach
- Performance Analysis of Cell-Free Massive MIMO Systems: A Stochastic Geometry Approach
- On the Impact of Hardware Impairments on Massive MIMO
- Joint Channel Direction Information Quantization For Spatially Correlated 3D MIMO Channels
- Training-Based Equivalence Relations in Large-Scale Quantized Communication Systems
- Digital Predistortion in Large-Array Digital Beamforming Transmitters
- Efficient channel charting via phase-insensitive distance computation
- Data Detection in Single User Massive MIMO Using Re-Transmissions
- Theoretical Performance Limits of Massive MIMO with Uncorrelated Rician Fading Channels
- Designing IRS-Aided MIMO Systems for Secrecy Enhancement
- Array Placement in Distributed Massive MIMO for Power Saving considering Environment Information
- Symbol-Based Over-the-Air Digital Predistortion Using Reinforcement Learning
- Robust Receiver Design for Non-orthogonal Multiple Access
- Hybrid Neural Network-Based Indoor Localisation System for Mobile Robots Using CSI Data in a Robotics Simulator
- Performance Analysis of Multi-Cell Millimeter Wave Massive MIMO Networks with Low-Precision ADCs
- Training Channel Selection for Learning-based 1-bit Precoding in Massive MU-MIMO
- Deep Generative Models for Downlink Channel Estimation in FDD Massive MIMO Systems
- Prediction of SINR using BER and EVM for Massive MIMO Applications
- Joint Spatial Division and Diversity for Massive MIMO Systems
- On the Convergence of Massive MIMO Systems
- Energy-Efficient Mechanism for Smart Communication in Cellular Networks
- Angle-Domain Approach for Parameter Estimation in High-Mobility OFDM with Fully/Partly Calibrated Massive ULA
- Interleaving Channel Estimation and Limited Feedback for Point-to-Point Systems with a Large Number of Transmit Antennas
- Cache Aided Communications with Multiple Antennas at Finite SNR
- Study of Block Diagonalization Precoding and Power Allocation for Multiple-Antenna Systems with Coarsely Quantized Signals
- Impact of Relay Cooperation on the Performance of Large-scale Multipair Two-way Relay Networks
- Regularized Zero-Forcing Precoding Aided Adaptive Coding and Modulation for Large-Scale Antenna Array Based Air-to-Air Communications
- A Technique for Multi-User MIMO using Spatial Channel Model for out-door environments
- Virtual Carrier Sensing Based Random Access in Massive MIMO Systems
- Reliability and User-Plane Latency Analysis of mmWave Massive MIMO for Grant-Free URLLC Applications
- A Resolution-Adaptive 8 mm 9.98 Gb/s 39.7 pJ/b 32-Antenna All-Digital Spatial Equalizer for mmWave Massive MU-MIMO in 65nm CMOS
- Rate-Splitting Robustness in Multi-Pair Massive MIMO Relay Systems
- Energy Efficient Water-Filling Power Allocation with Cell Division for Massive MIMO Systems
- Detection of Abrupt Change in Channel Covariance Matrix for Multi-Antenna Communication
- Exploiting the Preferred Domain of FDD Massive MIMO Systems with Uniform Planar Arrays
- Differential Deep Detection in Massive MIMO With One-Bit ADC
- Statistical Learning Based Joint Antenna Selection and User Scheduling for Single-Cell Massive MIMO Systems
- Large Multiuser MIMO Detection: Algorithms and Architectures
- Distributed Precoding Using Local CSIT for MU-MIMO Heterogeneous Cellular Networks
- Evolution of Artificial Intelligent Plane
- Opportunistic Routing Metrics: A Timely One-Stop Tutorial Survey
- Back-of-the-envelope evaluation of the prevalence of RIMP or LOS propagation as a function of frequency
- Towards a Domain Specific Solution for a New Generation of Wireless Modems
- Low-Complexity Interference Cancellation Algorithms for Detection in Media-based Modulated Uplink Massive-MIMO Systems
- Impact of Channel State Misreporting on Multi-user Massive MIMO Scheduling Performance
- Joint Beamforming and Phase Optimization in a Multi-user Communication System Composed of Dual Reconfigurable Intelligent Surfaces
- Proximal Decoding for LDPC-coded Massive MIMO Channels
- Massive MIMO as a Big Data System: Random Matrix Models and Testbed
- Dynamic Oversampling Tecniques for 1-Bit ADCs in Large-Scale MIMO Systems
- Hybrid Interference Mitigation Using Analog Prewhitening
- Multiple Access for Small Packets Based on Precoding and Sparsity-Aware Detection
- How to interconnect for Massive MIMO Self-Calibration?
- Joint User Identification and Channel Estimation Over Rician Fading Channels
- Blind Estimation of Effective Downlink Channel Gains in Massive MIMO
- Spatially Correlated Massive MIMO Relay Systems with Low-Resolution ADCs
- Residual-Based Detections and Unified Architecture for Massive MIMO Uplink
- Beamwidth Optimization and Resource Partitioning Scheme for Localization Assisted mm-wave Communications
- Study of Channel Estimation Algorithms for Large-Scale Multiple-Antenna Systems using 1-Bit ADCs and Oversampling
- Fluid Antenna Multiple Access
- Wideband Collaborative Spectrum Sensing using Massive MIMO Decision Fusion
- Model-Driven Deep Learning for Massive Multiuser MIMO Constant Envelope Precoding
- BER Performance of Spatial Modulation Systems Under a Non-Stationary Massive MIMO Channel Model
- Interconnection Strategies for Self-Calibration of Large Scale Antenna Arrays
- Finite-Alphabet MMSE Equalization for All-Digital Massive MU-MIMO mmWave Communication
- Soft-Output Finite Alphabet Equalization for mmWAVE Massive MIMO
- High-Bandwidth Spatial Equalization for mmWave Massive MU-MIMO with Processing-In-Memory
- Finite-Alphabet Wiener Filter Precoding for mmWave Massive MU-MIMO Systems
- Learning-Based Massive Beamforming
- Impact and Calibration of Nonlinear Reciprocity Mismatch in Massive MIMO
- Communication-Constrained Routing and Traffic Control for Autonomous Vehicles
- Capacity Scaling of Cellular Networks: Impact of Bandwidth, Infrastructure Density and Number of Antennas
- Electromagnetic Lens-focusing Antenna Enabled Massive MIMO: Performance Improvement and Cost Reduction
- Investigation of Channel Estimation Techniques with 1-bit Quantization and Oversampling for Multiple-Antenna Systems
- mm-Wave Low Cost MIMO Antennas with Beam Switching Capabilities Fabricated Using 3D Printing for 5G Communication Systems
- Lattice Gaussian Sampling by Markov Chain Monte Carlo: Bounded Distance Decoding and Trapdoor Sampling
- The Shannon's mutual information of a multiple antenna time and frequency dependent channel: an ergodic operator approach
- A Novel Massive MIMO Beam Domain Channel Model
- A New View of Multi-User Hybrid Massive MIMO: Non-Orthogonal Angle Division Multiple Access
- 1-bit Massive MU-MIMO Precoding in VLSI