C2S-AE: CSI to Sensing enabled by an Auto-Encoder-based Framework
Fuente:
arXiv
Saved in:
| Main Authors: | Jiang, Jun, Xu, Shugong, Yu, Wenjun, Gao, Yuan |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A MIMO Wireless Channel Foundation Model via CIR-CSI Consistency
by: Jiang, Jun, et al.
Published: (2025)
by: Jiang, Jun, et al.
Published: (2025)
CSI-MAE: A Masked Autoencoder-based Channel Foundation Model
by: Jiang, Jun, et al.
Published: (2026)
by: Jiang, Jun, et al.
Published: (2026)
MTCA: Multi-Task Channel Analysis for Wireless Communication
by: Jiang, Jun, et al.
Published: (2025)
by: Jiang, Jun, et al.
Published: (2025)
Dynamic Channel Charting: An LSTM-AE-based Approach
by: Gao, Yuan, et al.
Published: (2026)
by: Gao, Yuan, et al.
Published: (2026)
Towards channel foundation models (CFMs): Motivations, methodologies and opportunities
by: Jiang, Jun, et al.
Published: (2025)
by: Jiang, Jun, et al.
Published: (2025)
AI-Driven Channel State Information (CSI) Extrapolation for 6G: Current Situations, Challenges and Future Research
by: Gao, Yuan, et al.
Published: (2026)
by: Gao, Yuan, et al.
Published: (2026)
Enhanced Fingerprint-based Positioning With Practical Imperfections: Deep learning-based approaches
by: Xu, Shugong, et al.
Published: (2025)
by: Xu, Shugong, et al.
Published: (2025)
SSNet: Flexible and robust channel extrapolation for fluid antenna systems enabled by an self-supervised learning framework
by: Gao, Yuan, et al.
Published: (2025)
by: Gao, Yuan, et al.
Published: (2025)
Generalizable and Robust Beam Prediction for 6G Networks: An Deep-Learning Framework with Positioning Feature Fusion
by: Jin, Yanliang, et al.
Published: (2026)
by: Jin, Yanliang, et al.
Published: (2026)
Near-Field Positioning for XL-MIMO Uniform Circular Arrays: An Attention-Enhanced Deep Learning Approach
by: Gao, Yuan, et al.
Published: (2026)
by: Gao, Yuan, et al.
Published: (2026)
CSIYOLO: An Intelligent CSI-based Scatter Sensing Framework for Integrated Sensing and Communication Systems
by: Zhang, Xudong, et al.
Published: (2025)
by: Zhang, Xudong, et al.
Published: (2025)
Bistatic Passive Sensing via CSI Power
by: Wang, Zhongqin, et al.
Published: (2025)
by: Wang, Zhongqin, et al.
Published: (2025)
AI/ML for mobile networks: Current status in Rel. 19 and challenges ahead
by: Gao, Yuan, et al.
Published: (2026)
by: Gao, Yuan, et al.
Published: (2026)
Channel Extrapolation for MIMO Systems with the Assistance of Multi-path Information Induced from Channel State Information
by: Gao, Yuan, et al.
Published: (2026)
by: Gao, Yuan, et al.
Published: (2026)
AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges
by: Pan, Guangjin, et al.
Published: (2025)
by: Pan, Guangjin, et al.
Published: (2025)
Smart CSI Processing for Accruate Commodity WiFi-based Humidity Sensing
by: Deng, Yirui, et al.
Published: (2024)
by: Deng, Yirui, et al.
Published: (2024)
Spectral Efficiency Maximization for DMA-enabled Multiuser MISO with Statistical CSI
by: Xu, Hao, et al.
Published: (2025)
by: Xu, Hao, et al.
Published: (2025)
Using Random Codebooks for Audio Neural AutoEncoders
by: Giniès, Benoît, et al.
Published: (2024)
by: Giniès, Benoît, et al.
Published: (2024)
Dual-Robust Integrated Sensing and Communication: Beamforming under CSI Imperfection and Location Uncertainty
by: Lyu, Wanting, et al.
Published: (2024)
by: Lyu, Wanting, et al.
Published: (2024)
AI for CSI Prediction in 5G-Advanced and Beyond
by: Jiang, Chengyong, et al.
Published: (2025)
by: Jiang, Chengyong, et al.
Published: (2025)
Synesthesia of Machines (SoM)-Enhanced Wideband Multi-User CSI Learning With LiDAR Sensing
by: Zhang, Haotian, et al.
Published: (2024)
by: Zhang, Haotian, et al.
Published: (2024)
Learning-based Block-wise Planar Channel Estimation for Time-Varying MIMO OFDM
by: Liu, Chenchen, et al.
Published: (2024)
by: Liu, Chenchen, et al.
Published: (2024)
Universal Auto-encoder Framework for MIMO CSI Feedback
by: So, Jinhyun, et al.
Published: (2024)
by: So, Jinhyun, et al.
Published: (2024)
SwinFi: a CSI Compression Method based on Swin Transformer for Wi-Fi Sensing
by: Bian, Jichen
Published: (2024)
by: Bian, Jichen
Published: (2024)
Effective outdoor pathloss prediction: A multi-layer segmentation approach with weighting map
by: Gao, Yuan, et al.
Published: (2026)
by: Gao, Yuan, et al.
Published: (2026)
CSI-BERT2: A BERT-inspired Framework for Efficient CSI Prediction and Classification in Wireless Communication and Sensing
by: Zhao, Zijian, et al.
Published: (2024)
by: Zhao, Zijian, et al.
Published: (2024)
Physical Layer Authentication Based on Hierarchical Variational Auto-Encoder for Industrial Internet of Things
by: Meng, Rui, et al.
Published: (2025)
by: Meng, Rui, et al.
Published: (2025)
A CSI Feedback Framework based on Transmitting the Important Values and Generating the Others
by: Du, Zhilin, et al.
Published: (2024)
by: Du, Zhilin, et al.
Published: (2024)
Sensing for Communication: RIS-Assisted ISAC Coordination Gain Enhancement With Imperfect CSI
by: Li, Xiaohui, et al.
Published: (2025)
by: Li, Xiaohui, et al.
Published: (2025)
Neuro-Wideband WiFi Sensing via Self-Conditioned CSI Extrapolation
by: Ji, Sijie, et al.
Published: (2026)
by: Ji, Sijie, et al.
Published: (2026)
AE-DENet: Enhancement for Deep Learning-based Channel Estimation in OFDM Systems
by: Fola, Ephrem, et al.
Published: (2024)
by: Fola, Ephrem, et al.
Published: (2024)
Learning Rate-Compatible Linear Block Codes: An Auto-Encoder Based Approach
by: Cheng, Yukun, et al.
Published: (2024)
by: Cheng, Yukun, et al.
Published: (2024)
Auto-Encoder Optimized PAM IM/DD Transceivers for Amplified Fiber Links
by: Omidi, Amir, et al.
Published: (2024)
by: Omidi, Amir, et al.
Published: (2024)
SA-WiSense: A Blind-Spot-Free Respiration Sensing Framework for Single-Antenna Wi-Fi Devices
by: Liu, Guangteng, et al.
Published: (2025)
by: Liu, Guangteng, et al.
Published: (2025)
Enabling 6G Through Multi-Domain Channel Extrapolation: Opportunities and Challenges of Generative Artificial Intelligence
by: Gao, Yuan, et al.
Published: (2025)
by: Gao, Yuan, et al.
Published: (2025)
Energy Efficiency Maximization for Movable Antenna-Enhanced System Based on Statistical CSI
by: Chen, Xintai, et al.
Published: (2025)
by: Chen, Xintai, et al.
Published: (2025)
Joint Activity Detection and Channel Estimation for Massive Connectivity: Where Message Passing Meets Score-Based Generative Priors
by: Cai, Chang, et al.
Published: (2025)
by: Cai, Chang, et al.
Published: (2025)
Efficient River Water Level Sensing Using Cellular CSI and Joint Space-Time Processing
by: Masood, Khawaja Fahad, et al.
Published: (2025)
by: Masood, Khawaja Fahad, et al.
Published: (2025)
Conditional Diffusion-Based Point Cloud Imaging for UAV Position and Attitude Sensing
by: Dai, Xinhong, et al.
Published: (2026)
by: Dai, Xinhong, et al.
Published: (2026)
Integrated Sensing and Communication enabled Multiple Base Stations Cooperative UAV Detection
by: Lu, Xi, et al.
Published: (2024)
by: Lu, Xi, et al.
Published: (2024)
Similar Items
-
A MIMO Wireless Channel Foundation Model via CIR-CSI Consistency
by: Jiang, Jun, et al.
Published: (2025) -
CSI-MAE: A Masked Autoencoder-based Channel Foundation Model
by: Jiang, Jun, et al.
Published: (2026) -
MTCA: Multi-Task Channel Analysis for Wireless Communication
by: Jiang, Jun, et al.
Published: (2025) -
Dynamic Channel Charting: An LSTM-AE-based Approach
by: Gao, Yuan, et al.
Published: (2026) -
Towards channel foundation models (CFMs): Motivations, methodologies and opportunities
by: Jiang, Jun, et al.
Published: (2025)