An Overview of Signal Processing Techniques for RIS/IRS-aided Wireless Systems
arXiv:2112.05989 · doi:10.1109/JSTSP.2022.3195671
Abstract
In the past as well as present wireless communication systems, the wireless propagation environment is regarded as an uncontrollable black box that impairs the received signal quality, and its negative impacts are compensated for by relying on the design of various sophisticated transmission/reception schemes. However, the improvements through applying such schemes operating at two endpoints (i.e., transmitter and receiver) only are limited even after five generations of wireless systems. Reconfigurable intelligent surface (RIS) or intelligent reflecting surface (IRS) have emerged as a new and revolutionary technology that can configure the wireless environment in a favorable manner by properly tuning the phase shifts of a large number of quasi passive and low-cost reflecting elements, thus standing out as a promising candidate technology for the next-/sixth-generation (6G) wireless system. However, to reap the performance benefits promised by RIS/IRS, efficient signal processing techniques are crucial, for a variety of purposes such as channel estimation, transmission design, radio localization, and so on. In this paper, we provide a comprehensive overview of recent advances on RIS/IRS-aided wireless systems from the signal processing perspective. We also highlight promising research directions that are worthy of investigation in the future.
Invited overview paper for the special issue of RIS/IRS in IEEE JSTSP. Keywords: Reconfigurable intelligent surface (RIS), intelligent reflecting surface (IRS), channel estimation, transmission design, radio localization
References in corpus (54)
- Active RIS vs. Passive RIS: Which Will Prevail in 6G?
- Channel Estimation for RIS-Empowered Multi-User MISO Wireless Communications
- STAR: Simultaneous Transmission And Reflection for 360° Coverage by Intelligent Surfaces
- Power Scaling of Uplink Massive MIMO Systems with Arbitrary-Rank Channel Means
- A Framework of Robust Transmission Design for IRS-aided MISO Communications with Imperfect Cascaded Channels
- Rayleigh Fading Modeling and Channel Hardening for Reconfigurable Intelligent Surfaces
- RIS-Aided Wireless Communications: Prototyping, Adaptive Beamforming, and Indoor/Outdoor Field Trials
- Deep Reinforcement Learning Based Intelligent Reflecting Surface for Secure Wireless Communications
- Power Scaling Laws and Near-Field Behaviors of Massive MIMO and Intelligent Reflecting Surfaces
- Intelligent Reflecting Surface-Assisted Multiple Access with User Pairing: NOMA or OMA?
- A joint precoding framework for wideband reconfigurable intelligent surface-aided cell-free network
- Double-IRS Assisted Multi-User MIMO: Cooperative Passive Beamforming Design
- Intelligent Reflecting Surface Assisted Multi-User OFDMA: Channel Estimation and Training Design
- Channel Estimation for RIS-Aided Multiuser Millimeter-Wave Systems
- Energy Efficiency and Spectral Efficiency Tradeoff in RIS-Aided Multiuser MIMO Uplink Transmission
- Sum Rate Maximization for IRS-assisted Uplink NOMA
- Terahertz Massive MIMO with Holographic Reconfigurable Intelligent Surfaces
- Channel Estimation for Intelligent Reflecting Surface Assisted MIMO Systems: A Tensor Modeling Approach
- Joint Transceiver and Large Intelligent Surface Design for Massive MIMO MmWave Systems
- Efficient Channel Estimation for Double-IRS Aided Multi-User MIMO System
- Multiuser Full-Duplex Two-Way Communications via Intelligent Reflecting Surface
- Cascaded Channel Estimation for Intelligent Reflecting Surface Assisted Multiuser MISO Systems
- Intelligent Reflecting Surfaces Assisted Secure Transmission Without Eavesdropper's CSI
- TRICE: A Channel Estimation Framework for RIS-Aided Millimeter-Wave MIMO Systems
- Capacity and Optimal Resource Allocation for IRS-assisted Multi-user Communication Systems
- Channel Estimation for Reconfigurable Intelligent Surface Aided Multi-User mmWave MIMO Systems
- Reconfigurable Intelligent Surfaces-Assisted Multiuser MIMO Uplink Transmission with Partial CSI
- Intelligent Reflecting Surface Operation under Predictable Receiver Mobility: A Continuous Time Propagation Model
- Intelligent Reflecting Surface Aided Full-Duplex Communication: Passive Beamforming and Deployment Design
- Two-timescale Beamforming Optimization for Intelligent Reflecting Surface Aided Multiuser Communication with QoS Constraints
- Outage-Constrained Robust Beamforming for Intelligent Reflecting Surface Aided Wireless Communication
- Low-Complexity Robust Beamforming Design for IRS-Aided MISO Systems with Imperfect Channels
- On the Maximum Achievable Sum-rate of the RIS-aided MIMO Broadcast Channel
- mmWall: A Reconfigurable Metamaterial Surface for mmWave Networks
- Power Scaling Law Analysis and Phase Shift Optimization of RIS-aided Massive MIMO Systems with Statistical CSI
- Low-Complexity Joint CFO and Channel Estimation for RIS-aided OFDM Systems
- A Survey on Channel Estimation and Practical Passive Beamforming Design for Intelligent Reflecting Surface Aided Wireless Communications
- Robust Beamforming Design for Intelligent Reflecting Surface Aided Cognitive Radio Systems with Imperfect Cascaded CSI
- Large Intelligent Surfaces with Channel Estimation Overhead: Achievable Rate and Optimal Configuration
- Intelligent Omni-Surfaces for Full-Dimensional Wireless Communications: Principle, Technology, and Implementation
- One-Bit Symbol-Level Precoding for MU-MISO Downlink with Intelligent Reflecting Surface
- Sum Rate Maximization for Intelligent Reflecting Surface Assisted Terahertz Communications
- Max-Min Fairness in IRS-Aided Multi-Cell MISO Systems with Joint Transmit and Reflective Beamforming
- Codebook Design and Beam Training for Extremely Large-Scale RIS: Far-Field or Near-Field?
- Joint Location and Communication Study for Intelligent Reflecting Surface Aided Wireless Communication System
- Ergodic Secrecy Rate of RIS-Assisted Communication Systems in the Presence of Discrete Phase Shifts and Multiple Eavesdroppers
- Self-Sustainable Reconfigurable Intelligent Surface Aided Simultaneous Terahertz Information and Power Transfer (STIPT)
- Is RIS-Aided Massive MIMO Promising with ZF Detectors and Imperfect CSI?
- Transforming Fading Channel from Fast to Slow: Intelligent Refracting Surface Aided High-Mobility Communication
- Optimization of RIS Configurations for Multiple-RIS-Aided mmWave Positioning Systems based on CRLB Analysis
- Reconfigurable Intelligent Surface Aided Constant-Envelope Wireless Power Transfer
- Resource Allocation for Active IRS-Assisted Multiuser Communication Systems
- Reconfigurable Intelligent Surface Aided Mobile Edge Computing
- Channel Estimation for IRS-Assisted Millimeter-Wave MIMO Systems: Sparsity-Inspired Approaches
Cited by in corpus (34)
- Joint Transmit Waveform and Passive Beamforming Design for RIS-Aided DFRC Systems
- Holographic MIMO Communications: Theoretical Foundations, Enabling Technologies, and Future Directions
- The Rise of Intelligent Reflecting Surfaces in Integrated Sensing and Communications Paradigms
- Leveraging RIS-Enabled Smart Signal Propagation for Solving Infeasible Localization Problems
- Joint Beamforming for RIS-Assisted Integrated Sensing and Communication Systems
- Power Measurement Based Channel Estimation for IRS-Enhanced Wireless Coverage
- Stacked Intelligent Metasurfaces for Multiuser Downlink Beamforming in the Wave Domain
- Robust Secure Transmission Design for IRS-Assisted mmWave Cognitive Radio Networks
- Combating Interference for Over-the-Air Federated Learning: A Statistical Approach via RIS
- Partially Distributed Beamforming Design for RIS-Aided Cell-Free Networks
- A Linear Time Algorithm for the Optimal Discrete IRS Beamforming
- Energy Efficiency Optimization in Active Reconfigurable Intelligent Surface-Aided Integrated Sensing and Communication Systems
- Channel Customization for Limited Feedback in RIS-assisted FDD Systems
- Ergodic Spectral Efficiency Analysis of Intelligent Omni-Surface Aided Systems Suffering From Imperfect CSI and Hardware Impairments
- Blockage-Aware Robust Beamforming in RIS-Aided Mobile Millimeter Wave MIMO Systems
- Reconfigurable Intelligent Sensing Surface aided Wireless Powered Communication Networks: A Sensing-Then-Reflecting Approach
- Robust Transmission Design for RIS-Assisted Integrated Sensing and Communication Systems
- Integrating Movable Antennas and Intelligent Reflecting Surfaces (MA-IRS): Fundamentals, Practical Solutions, and ISAC
- Design Optimization of NOMA Aided Multi-STAR-RIS for Indoor Environments: A Convex Approximation Imitated Reinforcement Learning Approach
- Tensor-Based Channel Estimation and Data-Aided Tracking in IRS-Assisted MIMO Systems
- Impact of Reconfigurable Intelligent Surface Geometry on Communication Performance
- STAR-RIS Aided Integrated Sensing, Computing, and Communication for Internet of Robotic Things
- Power Efficient Cooperative Communication within IIoT Subnetworks: Relay or RIS?
- Mitigating Phase Errors to Improve Signal Quality in RIS-Assisted Satellite Communications
- Optimum Beamforming and Grating Lobe Mitigation for Intelligent Reflecting Surfaces
- Channel Estimation and Beamforming Design for MF-RIS-Aided Communication Systems
- Multi-Functional RIS-Enabled in SAGIN for IoT: A Hybrid Deep Reinforcement Learning Approach with Compressed Twin-Models
- IRS-Aided Multi-Antenna Wireless Powered Communications in Interference Channels
- Tensor-based modeling/estimation of static channels in IRS-assisted MIMO systems
- Low-Complexity Tensor-Based Monostatic Sensing for IRS-Assisted Communication Systems
- An Efficient Convex-Hull Relaxation Based Algorithm for Multi-User Discrete Passive Beamforming
- SORIS: A Self-Organized Reconfigurable Intelligent Surface Architecture for Wireless Communications
- Linear Model of RIS-Aided High-Mobility Communication System
- Massive MIMO Channel-aware Decision Fusion Aided by Reconfigurable Intelligent Surfaces