Deep-Learning-Based Channel Estimation for IRS-Assisted ISAC System
Fuente:
arXiv
Saved in:
| Main Authors: | Liu, Yu, Al-Nahhal, Ibrahim, Dobre, Octavia A., Wang, Fanggang |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Deep-Learning Channel Estimation for IRS-Assisted Integrated Sensing and Communication System
by: Liu, Yu, et al.
Published: (2024)
by: Liu, Yu, et al.
Published: (2024)
Extreme Learning Machine-based Channel Estimation in IRS-Assisted Multi-User ISAC System
by: Liu, Yu, et al.
Published: (2024)
by: Liu, Yu, et al.
Published: (2024)
Conditional Generative Adversarial Networks for Channel Estimation in RIS-Assisted ISAC Systems
by: Faisal, Alice, et al.
Published: (2025)
by: Faisal, Alice, et al.
Published: (2025)
Autoencoder for Position-Assisted Beam Prediction in mmWave ISAC Systems
by: El-Banna, Ahmad A. Aziz, et al.
Published: (2025)
by: El-Banna, Ahmad A. Aziz, et al.
Published: (2025)
Deep Learning Based Joint Channel Estimation and Positioning for Sparse XL-MIMO OFDM Systems
by: Li, Zhongnian, et al.
Published: (2025)
by: Li, Zhongnian, et al.
Published: (2025)
Multi-Block Attention for Efficient Channel Estimation in IRS-Assisted mmWave MIMO
by: Momen-Tayefeh, Mehrdad, et al.
Published: (2026)
by: Momen-Tayefeh, Mehrdad, et al.
Published: (2026)
Channel Estimation for RIS-Assisted mmWave Systems via Diffusion Models
by: Wang, Yang, et al.
Published: (2025)
by: Wang, Yang, et al.
Published: (2025)
Heterogeneous-IRS-Assisted MIMO Systems: Channel Estimation and Beamforming
by: Zhao, Weibiao, et al.
Published: (2025)
by: Zhao, Weibiao, et al.
Published: (2025)
Maximal Transmission Rate in Omni-DRIS-Assisted Indoor Visible Light Communication Systems
by: Ndjiongue, Alain R., et al.
Published: (2024)
by: Ndjiongue, Alain R., et al.
Published: (2024)
Reinforcement Learning for Enhancing Sensing Estimation in Bistatic ISAC Systems with UAV Swarms
by: Atsu, Obed Morrison, et al.
Published: (2025)
by: Atsu, Obed Morrison, et al.
Published: (2025)
Conditional Denoising Diffusion for ISAC Enhanced Channel Estimation in Cell-Free 6G
by: Farzanullah, Mohammad, et al.
Published: (2025)
by: Farzanullah, Mohammad, et al.
Published: (2025)
Joint Sparsity Pattern Learning Based Channel Estimation for Massive MIMO-OTFS Systems
by: Meng, Kuo, et al.
Published: (2024)
by: Meng, Kuo, et al.
Published: (2024)
Channel Estimation and Hybrid Precoding for Massive MIMO-OTFS System With Doubly Squint
by: Duan, Mingming, et al.
Published: (2025)
by: Duan, Mingming, et al.
Published: (2025)
Deep Learning-Based Channel Extrapolation for Dual-Band Massive MIMO Systems
by: Xiao, Qikai, et al.
Published: (2026)
by: Xiao, Qikai, et al.
Published: (2026)
Quantum Radar for ISAC: Sum-Rate Optimization
by: Alsaui, Abdulmohsen, et al.
Published: (2025)
by: Alsaui, Abdulmohsen, et al.
Published: (2025)
SC-GIR: Goal-oriented Semantic Communication via Invariant Representation Learning
by: Wanasekara, Senura Hansaja, et al.
Published: (2025)
by: Wanasekara, Senura Hansaja, et al.
Published: (2025)
Deep-Learning-Based Channel Estimation for Distributed MIMO with 1-bit Radio-Over-Fiber Fronthaul
by: Bordbar, Alireza, et al.
Published: (2024)
by: Bordbar, Alireza, et al.
Published: (2024)
Tensor-Based Channel Estimation and Data-Aided Tracking in IRS-Assisted MIMO Systems
by: Benicio, Kenneth B. A., et al.
Published: (2023)
by: Benicio, Kenneth B. A., et al.
Published: (2023)
A Comparative Study of Deep Learning and Iterative Algorithms for Joint Channel Estimation and Signal Detection in OFDM Systems
by: Ju, Haocheng, et al.
Published: (2023)
by: Ju, Haocheng, et al.
Published: (2023)
Deep Reinforcement Learning for Energy Efficiency Maximization in RSMA-IRS-Assisted ISAC System
by: Ma, Zhangfeng, et al.
Published: (2025)
by: Ma, Zhangfeng, et al.
Published: (2025)
Wavelet-Guided Water-Level Estimation for ISAC
by: Salari, Ayoob, et al.
Published: (2025)
by: Salari, Ayoob, et al.
Published: (2025)
Power Optimization and Deep Learning for Channel Estimation of Active IRS-Aided IoT
by: Wang, Yan, et al.
Published: (2024)
by: Wang, Yan, et al.
Published: (2024)
Low-Complexity Channel Estimation for RIS-Assisted ISAC System
by: Zhen, Chen, et al.
Published: (2025)
by: Zhen, Chen, et al.
Published: (2025)
Decision Transformer for IRS-Assisted Systems with Diffusion-Driven Generative Channels
by: Zhang, Jie, et al.
Published: (2024)
by: Zhang, Jie, et al.
Published: (2024)
Energy-Efficient Aerial Network Slicing for Computation Offloading, Data Gathering, and Content Delivery
by: Al-habob, Ahmed A., et al.
Published: (2025)
by: Al-habob, Ahmed A., et al.
Published: (2025)
Channel Estimation via Successive Denoising in MIMO OFDM Systems: A Reinforcement Learning Approach
by: Oh, Myeung Suk, et al.
Published: (2021)
by: Oh, Myeung Suk, et al.
Published: (2021)
Multi-Waveguide Pinching Antennas for ISAC
by: Mao, Weihao, et al.
Published: (2025)
by: Mao, Weihao, et al.
Published: (2025)
ISDNN: A Deep Neural Network for Channel Estimation in Massive MIMO systems
by: Son, Do Hai, et al.
Published: (2024)
by: Son, Do Hai, et al.
Published: (2024)
Channel Estimation for XL-IRS Assisted Wireless Systems with Double-sided Visibility Regions
by: Zhou, Chao, et al.
Published: (2024)
by: Zhou, Chao, et al.
Published: (2024)
Sensing-Assisted Channel Estimation for Bistatic OFDM ISAC Systems: Framework, Algorithm, and Analysis
by: Wang, Shuhan, et al.
Published: (2025)
by: Wang, Shuhan, et al.
Published: (2025)
Sum Rate Maximization for NOMA-Assisted Uplink Pinching-Antenna Systems
by: Zeng, Ming, et al.
Published: (2025)
by: Zeng, Ming, et al.
Published: (2025)
Off-grid Channel Estimation for Orthogonal Delay-Doppler Division Multiplexing Using Grid Refinement and Adjustment
by: Shan, Yaru, et al.
Published: (2024)
by: Shan, Yaru, et al.
Published: (2024)
Prompt-Assisted Semantic Interference Cancellation on Moderate Interference Channels
by: Meng, Zian, et al.
Published: (2024)
by: Meng, Zian, et al.
Published: (2024)
Downlink Channel Covariance Matrix Estimation via Representation Learning with Graph Regularization
by: Zerin, Melih Can, et al.
Published: (2024)
by: Zerin, Melih Can, et al.
Published: (2024)
Energy-Efficient Resource Allocation for NOMA-Assisted Uplink Pinching-Antenna Systems
by: Zeng, Ming, et al.
Published: (2025)
by: Zeng, Ming, et al.
Published: (2025)
Cross-Domain Continual Learning for Edge Intelligence in Wireless ISAC Networks
by: Hu, Jingzhi, et al.
Published: (2025)
by: Hu, Jingzhi, et al.
Published: (2025)
Deep Learning Modeling Method for RF Devices Based on Uniform Noise Training Set
by: Hu, Zhaokun, et al.
Published: (2024)
by: Hu, Zhaokun, et al.
Published: (2024)
Channel Estimation for Optical IRS-Assisted VLC System via Spatial Coherence
by: Sun, Shiyuan, et al.
Published: (2024)
by: Sun, Shiyuan, et al.
Published: (2024)
Multimodal Mixture-of-Experts for ISAC in Low-Altitude Wireless Networks
by: Zhang, Kai, et al.
Published: (2025)
by: Zhang, Kai, et al.
Published: (2025)
Null-Space Flow Matching for MIMO Channel Estimation in Latency-Constrained Systems
by: Zhao, Junjie, et al.
Published: (2026)
by: Zhao, Junjie, et al.
Published: (2026)
Similar Items
-
Deep-Learning Channel Estimation for IRS-Assisted Integrated Sensing and Communication System
by: Liu, Yu, et al.
Published: (2024) -
Extreme Learning Machine-based Channel Estimation in IRS-Assisted Multi-User ISAC System
by: Liu, Yu, et al.
Published: (2024) -
Conditional Generative Adversarial Networks for Channel Estimation in RIS-Assisted ISAC Systems
by: Faisal, Alice, et al.
Published: (2025) -
Autoencoder for Position-Assisted Beam Prediction in mmWave ISAC Systems
by: El-Banna, Ahmad A. Aziz, et al.
Published: (2025) -
Deep Learning Based Joint Channel Estimation and Positioning for Sparse XL-MIMO OFDM Systems
by: Li, Zhongnian, et al.
Published: (2025)