Uplink Achievable Rate for Massive MIMO with Low-Resolution ADC
arXiv:1512.00658 · doi:10.1109/LCOMM.2015.2494600
Abstract
In this letter, we derive an approximate analytical expression for the uplink achievable rate of a massive multi-input multi-output (MIMO) antenna system when finite precision analog-digital converters (ADCs) and the common maximal ratio combining technique are used at the receivers. To obtain this expression, we treat quantization noise as an additive quantization noise model. Considering the obtained expression, we show that low-resolution ADCs lead to a decrease in the achievable rate but the performance loss can be compensated by increasing the number of receiving antennas. In addition, we investigate the relation between the number of antennas and the ADC resolution, as well as the power-scaling law. These discussions support the feasibility of equipping highly economical ADCs with low resolution in practical massive MIMO systems.
Accepted to appear in IEEE Communications Letters
References in corpus (1)
Cited by in corpus (66)
- Channel Estimation and Performance Analysis of One-Bit Massive MIMO Systems
- Throughput Analysis of Massive MIMO Uplink with Low-Resolution ADCs
- Uplink Performance of Wideband Massive MIMO with One-Bit ADCs
- On the Spectral Efficiency of Massive MIMO Systems with Low-Resolution ADCs
- An Overview of Transmission Theory and Techniques of Large-scale Antenna Systems for 5G Wireless Communications
- Resolution-Adaptive Hybrid MIMO Architectures for Millimeter Wave Communications
- Bayesian Optimal Data Detector for Hybrid mmWave MIMO-OFDM Systems with Low-Resolution ADCs
- DFT-Based Hybrid Beamforming Multiuser Systems: Rate Analysis and Beam Selection
- Efficient DSP and Circuit Architectures for Massive MIMO: State-of-the-Art and Future Directions
- Spectral Efficiency of Mixed-ADC Massive MIMO
- On the Uplink Achievable Rate of Massive MIMO System With Low-Resolution ADC and RF Impairments
- Multipair Massive MIMO Relaying Systems with One-Bit ADCs and DACs
- Bayesian Optimal Data Detector for mmWave OFDM System with Low-Resolution ADC
- One-Bit Sigma-Delta MIMO Precoding
- Two-Stage Analog Combining in Hybrid Beamforming Systems with Low-Resolution ADCs
- Achievable Uplink Rates for Massive MIMO with Coarse Quantization
- Reliable OFDM Receiver with Ultra-Low Resolution ADC
- Spectral Efficiency of One-Bit Sigma-Delta Massive MIMO
- Uplink Achievable Rate in One-bit Quantized Massive MIMO with Superimposed Pilots
- Channel Estimation in Broadband Millimeter Wave MIMO Systems with Few-Bit ADCs
- Massive Access for 5G and Beyond
- An Optimal Low-Complexity Energy-Efficient ADC Bit Allocation for Massive MIMO
- Uplink Achievable Rate of Intelligent Reflecting Surface-Aided Millimeter-Wave Communications with Low-Resolution ADC and Phase Noise
- Deep Learning based Channel Estimation for Massive MIMO with Mixed-Resolution ADCs
- A New Path Division Multiple Access for the Massive MIMO-OTFS Networks
- Millimeter Wave Receiver Comparison Under Energy vs Spectral Efficiency Trade-off
- Analysis of Oversampling in Uplink Massive MIMO-OFDM with Low-Resolution ADCs
- Quantization Design and Channel Estimation for Massive MIMO Systems with One-Bit ADCs
- MIMO Detection for Reconfigurable Intelligent Surface-Assisted Millimeter Wave Systems
- Spatial Wideband Channel Estimation for MmWave Massive MIMO Systems with Hybrid Architectures and Low-Resolution ADCs
- Mixed-ADC/DAC Multipair Massive MIMO Relaying Systems: Performance Analysis and Power Optimization
- Approximate Random Matrix Models for Generalized Fading MIMO Channels
- Full-Duplex Massive MIMO Relaying Systems with Low-Resolution ADCs
- DOA Estimation Using Massive Receive MIMO: Basic Principle and Key Techniques
- Downlink Achievable Rate Analysis in Massive MIMO Systems with One-Bit DACs
- Finite-Alphabet Precoding for Massive MU-MIMO with Low-resolution DACs
- Interference Analysis and Mitigation for Massive Access Aerial IoT Considering 3D Antenna Patterns
- On the Performance of Massive MIMO Systems With Low-Resolution ADCs Over Rician Fading Channels
- Channel Estimation via Gradient Pursuit for MmWave Massive MIMO Systems with One-Bit ADCs
- Reconfigurable Intelligent Surface aided Massive MIMO Systems with Low-Resolution DACs
- Optimal Bit Allocation Variable-Resolution ADC for Massive MIMO
- 1-Bit MIMO for Terahertz Channels
- Spectral and Energy Efficiency of Multicell Massive MIMO With Variable-Resolution ADCs Over Correlated Rayleigh Fading Channels
- Gradient Pursuit-Based Channel Estimation for MmWave Massive MIMO Systems with One-Bit ADCs
- Training for Channel Estimation in Nonlinear Multi-Antenna Transceivers
- Asymptotic regime analysis of NOMA uplink networks under QoS delay Constraints
- New equivalent model of quantizer with noisy input and its application for ADC resolution determination in an uplink MIMO receiver
- Limited Feedback in Single and Multi-user MIMO Systems with Finite-Bit ADCs
- Time-Varying Downlink Channel Tracking for Quantized Massive MIMO Networks
- Asymptotic Analysis for Low-Resolution Massive MIMO Systems with MMSE Receiver
- Spectral Efficiency of Mixed-ADC Receivers for Massive MIMO Systems
- Time-Varying Massive MIMO Channel Estimation: Capturing, Reconstruction and Restoration
- A Hybrid Beamforming Receiver with Two-Stage Analog Combining and Low-Resolution ADCs
- On the Capacity of Massive MIMO With 1-Bit ADCs and DACs at the Receiver and at the Transmitter
- Spatially Correlated Massive MIMO Relay Systems with Low-Resolution ADCs
- ADC Bit Allocation under a Power Constraint for MmWave Massive MIMO Communication Receivers
- Hermite Expansion Model and LMMSE Analysis for Low-Resolution Quantized MIMO Detection
- Hybrid Interference Mitigation Using Analog Prewhitening
- Coordinated Multicell Beamforming and Power Allocation for Massive MIMO with Low-Resolution ADC/DAC
- The Distributed MIMO Scenario: Can Ideal ADCs Be Replaced by Low-resolution ADCs?
- On Performance of Quantized Transceiver in Multiuser Massive MIMO Downlinks
- Large Multiuser MIMO Detection: Algorithms and Architectures
- Performance Analysis of Multi-Cell Millimeter Wave Massive MIMO Networks with Low-Precision ADCs
- Limited Feedback in MISO Systems with Finite-Bit ADCs
- Performance Analysis of Massive MIMO with Low-Resolution ADCs
- Low Resolution Digital-to-Analog Converter with Digital Dithering for MIMO Transmitter