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MIMO Channel Estimation using Score-Based Generative Models

IEEE Transactions on Wireless Communications (TWC), 2022

14 April 2022

Papers citing "MIMO Channel Estimation using Score-Based Generative Models"

22 / 22 papers shown

Title
GNN-Enabled Robust Hybrid Beamforming with Score-Based CSI Generation and Denoising Yuhang Li Yang Lu B. Ai Z. Ding Dusit Niyato A. Nallanathan DiffM 44 0 0 10 Nov 2025
Robust Super-Capacity SRS Channel Inpainting via Diffusion Models Usman Akram Fan Zhang Yang Li Haris Vikalo DiffM 81 0 0 30 Oct 2025
Diffusion Models for Wireless Transceivers: From Pilot-Efficient Channel Estimation to AI-Native 6G Receivers YuZhi Yang Sen Yan Weijie Zhou Brahim Mefgouda Ridong Li Zhaoyang Zhang Mérouane Debbah DiffM 52 0 0 28 Oct 2025
DiffPace: Diffusion-based Plug-and-play Augmented Channel Estimation in mmWave and Terahertz Ultra-Massive MIMO Systems Zhengdong Hu Chong Han Wolfgang H. Gerstacker Robert Schober 32 0 0 21 Oct 2025
Conditional Denoising Diffusion Autoencoders for Wireless Semantic Communications Mehdi Letafati Samad Ali Matti Latva-aho DiffM 72 1 0 26 Sep 2025
Non-Identical Diffusion Models in MIMO-OFDM Channel Generation YuZhi Yang Omar Alhussein Merouane Debbah DiffM 37 1 0 01 Sep 2025
Diffusion Models for Future Networks and Communications: A Comprehensive Survey Nguyen Cong Luong Nguyen Duc Hai Duc Van Le H. T. Nguyen Thai-Hoc Vu ... Nguyen Duc Duy Anh Dusit Niyato Marco Di Renzo Dong In Kim Quoc-Viet Pham 129 1 0 03 Aug 2025
A look at adversarial attacks on radio waveforms from discrete latent space Attanasia Garuso S. Kokalj-Filipovic Yagna Kaasaragadda 155 0 0 11 Jun 2025
Generating High Dimensional User-Specific Wireless Channels using Diffusion ModelsIEEE Transactions on Wireless Communications (IEEE TWC), 2024 Taekyun Lee Juseong Park Hyeji Kim Jeffrey G. Andrews DiffM 236 13 0 05 Sep 2024
Blind Super-Resolution via Meta-learning and Markov Chain Monte Carlo Simulation Jingyuan Xia Zhixiong Yang Shengxi Li Shuanghui Zhang Yaowen Fu Deniz Gündüz Xiang Li SupR BDL 131 44 0 13 Jun 2024
Applications of Generative AI (GAI) for Mobile and Wireless Networking: A Survey Thai-Hoc Vu Senthil Kumar Jagatheesaperumal Minh-Duong Nguyen Nguyen Van Huynh Sunghwan Kim Quoc-Viet Pham 215 35 0 30 May 2024
Enhancing Channel Estimation in Quantized Systems with a Generative Prior B. Fesl Aziz Banna Wolfgang Utschick 96 0 0 26 Apr 2024
Diffusion-based Generative Prior for Low-Complexity MIMO Channel Estimation B. Fesl Michael Baur Florian Strasser M. Joham Wolfgang Utschick DiffM 134 37 0 06 Mar 2024
On the Asymptotic Mean Square Error Optimality of Diffusion Models B. Fesl Benedikt Bock Florian Strasser Michael Baur M. Joham Wolfgang Utschick DiffM 360 9 0 05 Mar 2024
Generative AI for Unmanned Vehicle Swarms: Challenges, Applications and Opportunities Guangyuan Liu Nguyen Van Huynh Hongyang Du D. Hoang Dusit Niyato Kun Zhu Jiawen Kang Zehui Xiong Abbas Jamalipour Dong In Kim 153 26 0 28 Feb 2024
Conditional Denoising Diffusion Probabilistic Models for Data Reconstruction Enhancement in Wireless CommunicationsIEEE Transactions on Machine Learning in Communications and Networking (IEEE TMLCN), 2023 Mehdi Letafati Samad Ali Matti Latva-aho DiffM 191 22 0 30 Oct 2023
Diffusion Models for Wireless Communications Mehdi Letafati Samad Ali Matti Latva-aho DiffM 326 9 0 11 Oct 2023
Leveraging Variational Autoencoders for Parameterized MMSE EstimationIEEE Transactions on Signal Processing (IEEE TSP), 2023 Michael Baur B. Fesl Wolfgang Utschick 121 17 0 11 Jul 2023
Score-based Source Separation with Applications to Digital Communication SignalsNeural Information Processing Systems (NeurIPS), 2023 T. Jayashankar Gary C. F. Lee A. Lancho Amir Weiss Yury Polyanskiy Greg Wornell DiffM 222 12 0 26 Jun 2023
Solving Linear Inverse Problems using Higher-Order Annealed Langevin DiffusionIEEE Transactions on Signal Processing (IEEE TSP), 2023 Nicolas Zilberstein A. Sabharwal Santiago Segarra DiffM 290 11 0 08 May 2023
Solving Inverse Problems with Score-Based Generative Priors learned from Noisy DataAsilomar Conference on Signals, Systems and Computers (ACSSC), 2023 Asad Aali Marius Arvinte Sidharth Kumar Jonathan I. Tamir DiffM MedIm 179 40 0 02 May 2023
A Comparative Study of Deep Learning and Iterative Algorithms for Joint Channel Estimation and Signal Detection in OFDM SystemsSignal Processing (Signal Process.), 2023 Haocheng Ju Haimiao Zhang Lin Li Xiao Li B. Dong BDL 209 4 0 07 Mar 2023