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IMPORTANT: If you in any way use the code in this collection for research that results in publications, please CITE the original article. I also recommend that you mention the existence of the code package that you use in your manuscript, to spread the word about its existence and to ensure that you will not be accused of plagiarism by the reviewers of your manuscript.

RIS-Codes-Collection: A Complete Collection contains the Codes for RIS(IRS) Researches.

Latest Update: [17/November/2024, No.170-173].

  • If you find new code for RIS(IRS) paper, please remind me here.

  • Best reading paper in RIS(IRS) is here.

  • Some authorizations by authors can be found here and here.

  • Please STAR this collection if it is helpful to you.

  • I'm in charge of this project, but if the code you're looking for isn't in the repertory, I CANNOT help you find it elsewhere.

  • If you are interested in hardware impairments in the RIS-aided system, I recommend the work that has been published in IEEE VTC2023-Fall: How Long Can RIS Work Effectively: An Electronic Reliability Perspective. To the best knowledge of the authors, this is the first work on operation (running) times of the RIS, which reveals a new dimension (and metric) for analyzing and evaluating the RIS-aided system performance. You can also find this work in IEEE Xplore here. Besides, for practical RIS pixels, we find that phase errors not only exist in phase shifts but also in phase-dependent amplitudes. This work has been accepted in IEEE VTC2024-Fall: How Phase Errors Influence Phase-Dependent Amplitudes in Near-Field RISs?

  • My personal page is available: kewang.fun

  • Star history

RIS-Codes-Collection

  • Project details
No. Paper Title Authors
1 Intelligent Reflecting Surface Operation under Predictable Receiver Mobility: A Continuous Time Propagation Model Bho Matthiesen, etal.
2 Reconfigurable Intelligent Surfaces: Three Myths and Two Critical Questions Emil Björnson, etal.
3 Rayleigh Fading Modeling and Channel Hardening for Reconfigurable Intelligent Surfaces Emil Björnson, etal.
4 Power Scaling Laws and Near-Field Behaviors of Massive MIMO and Intelligent Reflecting Surfaces Emil Björnson, etal.
5 Intelligent Reflecting Surface vs. Decode-and-Forward: How Large Surfaces Are Needed to Beat Relaying? Emil Björnson, etal.
6 Enabling Large Intelligent Surfaces with Compressive Sensing and Deep Learning Abdelrahman Taha, etal.
7 SimRIS Channel Simulator for Reconfigurable Intelligent Surfaces in Future Wireless Networks E. Basar, etal.
8 Transmission Through Large Intelligent Surfaces: A New Frontier in Wireless Communications E. Basar, etal.
9 Weighted Sum-Rate Maximization for Reconfigurable Intelligent Surface Aided Wireless Networks H. Guo, etal.
10 Intelligent Reflecting Surface Aided Multi-User mmWave Communications for Coverage Enhancement Yashuai Cao, etal.
11 Diagnosis of Intelligent Reflecting Surface in Millimeter-wave Communication Systems Rui Sun, etal.
12 Intelligent Reflecting Surfaces: Physics, Propagation, and Pathloss Modeling Özgecan Özdogan, etal.
15 PARAFAC-Based Channel Estimation for Intelligent Reflective Surface Assisted MIMO System TianLin(reproduction work).
16 A Framework of Robust Transmission Design for IRS-Aided MISO Communications With Imperfect Cascaded Channels G. Zhou, etal.
17 SISO RIS-Enabled Joint 3D Downlink Localization and Synchronization Kamran Keykhosravi, etal.
18 Near-field Localization with a Reconfigurable Intelligent Surface Acting as Lens Zohair Abu-Shaban, etal.
19 Channel Estimation for RIS Assisted Wireless Communications: Part II - An Improved Solution Based on Double-Structured Sparsity Linglong Dai, etal.
20 Passive Beamforming and Information Transfer Design for Reconfigurable Intelligent Surfaces Aided Multiuser MIMO Systems W. Yan, etal.
21 Passive Beamforming and Information Transfer via Large Intelligent Surface W. Yan, etal.
22 Deep Channel Learning For Large Intelligent Surfaces Aided mm-Wave Massive MIMO Systems A. M. Elbir, etal.
23 Matrix-calibration-based cascaded channel estimation for reconfigurable intelligent surface assisted multiuser MIMO Hang Liu, etal.
24 Reconfigurable-Intelligent-Surface Empowered Wireless Communications: Challenges and Opportunities X. Yuan, etal.
25 Deep Denoising Neural Network Assisted Compressive Channel Estimation for mmWave Intelligent Reflecting Surfaces S. Liu, etal
26 Terahertz Massive MIMO with Holographic Reconfigurable Intelligent Surfaces Z. Wan, etal.
27 Copula-Based Bounds for Multi-User Communications Karl-L. Besser, etal.
28 Channel Estimation for Intelligent Reflecting Surface Assisted Multiuser Communications Z. Wang, etal
29 Multi-RIS-aided Wireless Systems: Statistical Characterization and Performance Analysis Tri Nhu Do, etal.
30 Aerial Reconfigurable Intelligent Surface-Aided Wireless Communication Systems Tri Nhu Do, etal.
31 Reconfigurable intelligent surface enabled federated learning: A unified communication-learning design approach Hang Liu, etal.
32 Channel Estimation for Reconfigurable Intelligent Surface Aided Multi-User mmWave MIMO Systems Jiajie Chen, etal.
33 Reconfigurable Intelligent Surface for Enhanced Communication Techniques saarthaksm29
34 Two-Timescale Channel Estimation for Reconfigurable Intelligent Surface Aided Wireless Communications Chen Hu, etal.
35 A joint precoding framework for wideband reconfigurable intelligent surface-aided cell-free network Z. Zhang, etal.
36 Multiple Antenna Selection and Successive Signal Detection for SM-Based IRS-Aided Communication H. Albinsaid, etal
37 RISs for Doppler Effect and Multipath Fading Mitigation E. Basar, etal.
38 Dimension reduced channel feedback for reconfigurable intelligent surface aided wireless communications Linglong Dai, etal.
39 Learning to Reflect and to Beamform for Intelligent Reflecting Surface with Implicit Channel Estimation Tao Jiang, etal.
40 A Primer on Near-Field Beamforming for Arrays and Reconfigurable Intelligent Surfaces Emil Björnson, etal.
41 Convolutional Autoencoder-Based Phase Shift Feedback Compression for Intelligent Reflecting Surface-Assisted Wireless Systems X. Yu, etal.
42 Channel estimation for extremely large-scale massive MIMO far-field near-field or hybrid-field? Linglong Dai, etal.
43 Active reconfigurable intelligent surface: Fully-connected or sub-connected? Linglong Dai, etal.
44 Compact user-specific reconfigurable intelligent surfaces for uplink transmission Linglong Dai, etal.
45 IRS-Aided SWIPT: Joint Waveform, Active and Passive Beamforming Design Under Nonlinear Harvester Model Yang Zhao, etal.
46 Reconfigurable Intelligent Surfaces: Tradeoff between Unit-Cell- and Surface-Level Design under Quantifiable Benchmarks Ammarrafique, etal.
47 Secure Wireless Communication in RIS-Aided MISO System With Hardware Impairments Gui Zhou, etal.
48 Reconfigurable Intelligent Surfaces: A Signal Processing Perspective With Wireless Applications Emil Björnson, etal.
49 IEEE Signal Processing Cup 2021 Emil Björnson, etal.
50 Intelligent Reflecting Surface Aided Vehicular Communications Dilin Dampahalage, etal.
51 Electromagnetic Model of Reflective Intelligent Surfaces Filippo Costa, etal.
52 Channel estimation for reconfigurable intelligent surfaces with enhanced deep residual networks Y. Jin, etal.
53 Intelligent Reflecting Surface Configuration With Historical Channel Observations H Guo, etal.
54 Cascaded Channel Estimation for Intelligent Reflecting Surface Assisted Multiuser MISO Systems H Guo, etal.
55 Active RIS vs. Passive RIS: Which Will Prevail in 6G? Brook1711(reproduction work).
56 Capacity enhancement for irregular reconfigurable intelligent surface-aided wireless communications Linglong Dai, etal.
57 Reconfigurable Intelligent Surface Assisted Multiuser MISO Systems Exploiting Deep Reinforcement Learning Baturay Saglam(reproduction work).
58 Performance Analysis of RIS-Aided Systems With Practical Phase Shift and Amplitude Response Yan Zhang, etal.
59 An-Overview-of-Signal-Processing-Techniques-for-RIS-IRS-aided-Wireless-Systems Cunhua Pan, etal.
60 End-to-end learning for RIS-aided communication systems Linglong Dai, etal.
61 Positioning Information Based High-Speed Communications with Multiple RISs: Doppler Mitigation and Hardware Impairments K. Wang, etal.
62 Codebook design and beam training for extremely large-scale RIS: Far-field or near-field? Linglong Dai, etal.
63 Distributed machine learning based downlink channel estimation for RIS assisted wireless communications Linglong Dai, etal.
64 Uplink Cascaded Channel Estimation for Intelligent Reflecting Surface Assisted Multiuser MISO Systems Guo, etal.
65 Deep Reinforcement Learning Based Joint Downlink Beamforming and RIS Configuration in RIS-aided MU-MISO Systems Under Hardware Impairments and Imperfect CSI Baturay Saglam(reproduction work).
66 On the Secrecy Rate under Statistical QoS Provisioning for RIS-assisted MISO Wiretap Channel V. Kumar, etal.
67 Achievable Rate Maximization for Underlay Spectrum Sharing MIMO System with Intelligent Reflecting Surface V. Kumar, etal.
68 Artificial Fast Fading from Reconfigurable Surfaces Enables Ultra-Reliable Communications Eduard Jorswieck, etal.
69 Achievable Rate Optimization for MIMO Systems with Reconfigurable Intelligent Surfaces Nemanja Stefan Perović, etal.
70 Channel Characterization for RIS-aided Terahertz Communications: A Stochastic Approach Thanh Luan Nguyen, etal.
71 Intelligent Reflecting Surface Configurations for Smart Radio Using Deep Reinforcement Learning Wei Wang, etal.
72 STAR-RIS Yuanwei Liu, etal.
73 6G Simulation Platform: From the Physical-layer to Networking with RIS Alexandros Papadopoulos, etal.
74 RIS-Aided 6G Communication System With Accurate Traceable User Mobility P. Zhang, etal.
75 Optimal Discrete Beamforming of Reconfigurable Intelligent Surface Rujing Xiong,, etal.
76 Channel Estimation for Reconfigurable Intelligent Surface Assisted High-Mobility Wireless Systems Xu C, etal.
77 3D-Trajectory and Phase-Shift Design for RIS-Assisted UAV Systems Using Deep Reinforcement Learning Mei H, etal.
78 Deep Reinforcement Learning Based Joint Downlink Beamforming and RIS Configuration in RIS-aided MU-MISO Systems Under Hardware Impairments and Imperfect CSI Baturay Saglam, etal.
79 Efficient URLLC with a Reconfigurable Intelligent Surface and Imperfect Device Tracking Fabio Saggese, etal.
80 Millimeter Wave Communications With RIS performance analysis and optimization Hongyang Du, etal.
81 RIS-Assisted High-Speed Communications with Time-Varying Distance-Dependent Rician Channels K. Wang, etal.
83 Learning to Estimate RIS-Aided mmWave Channels He, Jiguang, etal.
84 A RIS-Based Passive DOA Estimation Method for Integrated Sensing and Communication System Chen, Z, etal.
85 Hybrid Relay-Reflecting Intelligent Surface-Assisted Wireless Communication Nhan Thanh Nguyen, etal.
86 Intelligent Reflecting Surface Enhanced Wireless Network: Joint Active and Passive Beamforming Design jhan-04(reproduction work)
87 Sum-rate maximization for linearly precoded downlink multiuser MISO systems with partial CSIT: A rate-splitting approach jhan-04(reproduction work)
88 End-to-end fading channel modeling for RIS-empowered smart wireless environments Faqiri, etal.
89 A Novel SCA-Based Method for Beamforming Optimization in IRS/RIS-Assisted MU-MISO Downlink V. Kumar, etal.
90 Uplink-Performance-of-Cell-Free-Extremely-Large-Scale-MIMO-Systems H. Lei, etal.
91 Low-Complexity Precoding for Extremely Large-Scale MIMO Over Non-Stationary Channels Xu, Bokai, etal.
92 Multi-Beam Design for Extremely Large-Scale RIS Aided Near-Field Wireless Communications Linglong Dai, etal.
93 Active RISs: Signal modeling, asymptotic analysis, and beamforming design Linglong Dai, etal.
94 Sensing RISs: Enabling dimension-independent CSI acquisition for beamforming Linglong Dai, etal.
95 Transforming RIS-Assidted Passive Beamforming from Tedious to Simple: A Relaxation Algorithm for Ricain Channel Xuehui Dong, etal.
96 PhysFad: Physics-Based End-to-End Channel Modeling of RIS-Parametrized Environments with Adjustable Fading Rashid Faqiri, etal.
97 Dimensioning an Indoor SISO RIS-system: Approximations and Equivalence Models aksham Bhushan, etal.
98 Low-Latency and Secure Computation Offloading Assisted by Hybrid Relay-Reflecting Intelligent Surface K. -H. Ngo, etal.
99 NOMA-Based Coexistence of Near-Field and Far-Field Massive MIMO Communications Z. Ding, etal.
100 Multi-Functional RIS-Aided Wireless Communications Wen Wang, etal.
101 Localization-based OFDM framework for RIS-aided systems Fabio Saggese, etal.
102 A Framework for Control Channels Applied to Reconfigurable Intelligent Surfaces Fabio Saggese, etal.
103 Long-Lasting UAV-aided RIS Communications based on SWIPT Peng Haoran, etal.
104 Energy Harvesting Reconfigurable Intelligent Surface for UAV Based on Robust Deep Reinforcement Learning Peng Haoran, etal.
105 RISnet: a Dedicated Scalable Neural Network Architecture for Optimization of Reconfigurable Intelligent Surfaces B. Peng, etal.
106 Deep Reinforcement Learning for Secrecy Energy-Efficient UAV Communication with Reconfigurable Intelligent Surfaces yjwong1999, etal.
107 Reconfigurable intelligent surfaces for 6G: Nine fundamental issues and one critical problem Linglong Dai, etal.
108 Deep Learning-Based Rate-Splitting Multiple Access for Reconfigurable Intelligent Surface-Aided Tera-Hertz Massive MIMO Minghui Wu, etal.
109 Sensing User's Channel and Location with Terahertz Extra-Large Reconfigurable Intelligent Surface under Hybrid-Field Beam Squint Effect Z. Li, etal.
110 Closed-Form Global Optimization of Beyond Diagonal Reconfigurable Intelligent Surfaces M. Nerini, etal.
111 Is Channel Estimation Necessary to Select Phase-Shifts for RIS-Assisted Massive MIMO? Emil Björnson, etal.
112 RIS-Assisted Self-Interference Mitigation for In-Band Full-Duplex Transceivers Zhang W, etal.
113 A Self-Supervised Learning-Based Channel Estimation for IRS-Aided Communication Without Ground Truth Zhengming Zhang, etal.
114 An Orchestration Framework for Open System Models of Reconfigurable Intelligent Surfaces Croisfelt, V, etal.
115 A Comprehensive Dataset of RIS-based Channel Measurements in the 5GHz Band Simon Tewes, etal.
116 Dual-Polarized Reconfigurable Intelligent Surface Assisted Broad Beamforming Parisa Ramezani, etal.
117 Multi-beam design for near-field extremely large-scale RIS-aided wireless communications Linglong Dai, etal.
118 Near-field integrated sensing and communications Z. Wang, etal.
119 Simultaneously Transmitting and Reflecting Surface (STARS) for Terahertz Communications Z. Wang, etal.
120 Coupled phase-shift STAR-RISs: A general optimization framework Z. Wang, etal.
121 Designing, Building, and Characterizing RF Switch-based Reconfigurable Intelligent Surfaces Rossanese Marco, etal.
122 Transmissive RIS for B5G communications: Design, prototyping, and experimental demonstrations Linglong Dai, etal.
123 Submodular Optimization for positioning of Reconfigurable Intelligent Surfaces (RIS) Zahra Esmaeilbeig, etal.
124 东南大学-紫金山实验室-6G普适信道仿真器(SEU-PML-6GPCS) C.-X. Wang, etal.
125 Introduction to Multiple Antenna Communications and Reconfigurable Surfaces Emil Björnson, etal.
126 Reconfigurable Intelligent Surface Assisted Communications Using Dynamic Rotations K. Wang, etal.
127 DNN-DANM: A High-Accuracy Two-Dimensional DOA Estimation Method Using Practical RIS Z. Chen, etal.
128 Efficient LOS Channel Estimation for RIS Aided Communications Under Non Stationary Mobility M. Haghshenas, etal.
129 A New Channel Subspace Characterization for Channel Estimation in RIS Aided Communications M. Haghshenas, etal.
130 Parametric Channel Estimation with Short Pilots in RIS-Assisted Near-and Far-Field Communications M. Haghshenas, etal.
131 Deep Reinforcement Learning for Intelligent Reflecting Surfaces: Towards Standalone Operation A. Taha, etal.
132 Wavenumber Domain Sparse Channel Estimation in Holographic MIMO Xufeng Guo, etal.
133 RIS(Reconfigurable Intelligent Surface) Simulations Brook1711
134 RIS Energy Efficiency Optimization with Practical Power Models Zhiyi Li, etal.
135 Robust Transceiver Design for RIS-Aided Spatially Correlated MIMO Channels with Uncertainty Xiao Liang, etal.
136 Gambling on Reconfigurable Intelligent Surfaces Stefan Schwarz.
137 Control Aspects for Using RIS in Latency-Constrained Mobile Edge Computing Chowdhury A, etal
138 Near-field 2D hierarchical beam training for extremely large-scale MIMO Y. Lu, etal
139 A Joint Optimization of Pilot and Phase Shifts in Uplink Channel Estimation for Hybrid RIS-Aided Multi-User Communication Systems Choi J, etal
140 Multi-agent Reinforcement Learning-based Joint Precoding and Phase Shift Optimization for RIS-aided Cell-Free Massive MIMO Systems Y. Zhu, etal
141 SNR/CRB-Constrained Joint Beamforming and Reflection Designs for RIS-ISAC Systems R. Liu, etal
142 Joint transmit waveform and passive beamforming design for RIS-aided DFRC systems R. Liu, etal
143 Integrated sensing and communication with reconfigurable intelligent surfaces: Opportunities, applications, and future directions R. Liu, etal
144 Intelligent reflecting surface based passive information transmission: A symbol-level precoding approach R. Liu, etal
145 Joint symbol-level precoding and reflecting designs for IRS-enhanced MU-MISO systems R. Liu, etal
146 Joint Waveform Design and Passive Beamforming for RIS-Assisted Dual-functional Radar-Communication System X. Wang, etal
147 Toward Analytical Electromagnetic Models for Reconfigurable Intelligent Surfaces Tiebin Mi, etal
148 A Generalized Delay and Backlog Analysis for Multiplexing URLLC and eMBB: Reconfigurable Intelligent Surfaces or Decode-and-Forward? H. Peng, etal
149 On the Impact of Mutual Coupling on RIS-Assisted Channel Estimation P. Zheng, etal
150 Cooperative Caching, Rendering, and Beamforming for RIS-Assisted Wireless Virtual Reality Networks Chen J, etal
151 RIScatter: Unifying Backscatter Communication and Reconfigurable Intelligent Surface Zhao Y, etal
152 The Rumble in the Millimeter Wave Jungle: Obstructions Vs RIS Juan Marcos Ramirez, etal
153 Optimization of Transmit Beamforming Using Channel Covariances for MISO Downlink Assisted by Reconfigurable Intelligent Surfaces Khin Thandar Kyaw, etal
154 Learn to Optimize RIS Aided Hybrid Beamforming With Out-of-Distribution Generalization He X, etal
155 Pareto Frontier for the Performance-Complexity Trade-Off in Beyond Diagonal Reconfigurable Intelligent Surfaces M. Nerini, etal
156 Beyond Diagonal Reconfigurable Intelligent Surfaces Utilizing Graph Theory: Modeling, Architecture Design, and Optimization M. Nerini, etal
157 An Orchestration Framework for Open System Models of Reconfigurable Intelligent Surfaces Croisfelt, V, etal
158 Random Access Protocol with Channel Oracle Enabled by a Reconfigurable Intelligent Surface Croisfelt, V, etal
159 A Random Access Protocol for RIS-Aided Wireless Communications Croisfelt, V, etal
160 Control Aspects for Using RIS in Latency-Constrained Mobile Edge Computing Croisfelt, V, etal
161 On the Impact of Control Signaling in RIS-Empowered Wireless Communications Fabio Saggese, etal
162 Semantic Communications for Wireless Sensing: RIS-aided Encoding and Self-supervised Decoding Hongyang Du, etal
163 Unsupervised Learning for Joint Beamforming Design in RIS-aided ISAC Systems Junjie Ye, etal
164 Robust Beamforming for RIS-aided Communications Gradient-based Manifold Meta Learning Zhu F, etal
165 Low-Complexity Sum-Capacity Maximization for Intelligent Reflecting Surface-Aided MIMO Systems Ahmad Sirojuddin, etal
166 MIMO Capacity Maximization With a Practical Model for Reconfigurable Intelligent Surfaces Ahmad Sirojuddin, etal
167 Disruptive RIS for Enhancing Key Generation and Secret Transmission in Low-Entropy Environments Hibatallah Alwazani, etal
168 Joint Spectrum, Precoding, and Phase Shifts Design for RIS-Aided Multiuser MIMO THz Systems Ali Mehrabian, etal
169 Efficient Channel Estimation With Shorter Pilots in RIS-Aided Communications: Using Array Geometries and Interference Statistics Özlem Tuğfe Demir, etal
170 Multi-Scale Attention Based Channel Estimation for RIS-Aided Massive MIMO Systems J. Xiao, etal
171 Wideband Beamforming for RIS Assisted Near-Field Communications J. Wang, etal
172 Multi-Task Learning for Channel Estimation in Hybrid-Field STAR-RIS Networks J. Xiao, etal
172 Hybrid Near/Far-Field Channel Prediction for RIS-Aided LEO Satellite Networks J. Xiao, etal