A Conditional Variational Framework for Channel Prediction in High-Mobility 6G OTFS Networks
Fuente:
arXiv
Saved in:
| Main Authors: | Kazemian, Mohsen, Jasperneite, Jürgen |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Enhancing 6G Wireless Intelligence: Do LLMs Work for CSI Prediction?
by: Kazemian, Mohsen, et al.
Published: (2026)
by: Kazemian, Mohsen, et al.
Published: (2026)
Investigating the Jamming Attack on 5G NR Physical Channels
by: Kazemian, Mohsen
Published: (2024)
by: Kazemian, Mohsen
Published: (2024)
A Comprehensive Survey of Channel Estimation Techniques for OTFS in 6G and Beyond Wireless Networks
by: Aslandogan, Emir, et al.
Published: (2025)
by: Aslandogan, Emir, et al.
Published: (2025)
Large AI Model for Delay-Doppler Domain Channel Prediction in 6G OTFS-Based Vehicular Networks
by: Xue, Jianzhe, et al.
Published: (2025)
by: Xue, Jianzhe, et al.
Published: (2025)
Synchronization for Multiuser Uplink OTFS
by: Bayat, Mohsen, et al.
Published: (2024)
by: Bayat, Mohsen, et al.
Published: (2024)
Nonparametric Variational Bayesian Learning for Channel Estimation with OTFS Modulation
by: Cao, Chong, et al.
Published: (2026)
by: Cao, Chong, et al.
Published: (2026)
MIMO-OTFS-Based Semantic Communication for High-Mobility Scenarios
by: Zhang, Yu, et al.
Published: (2026)
by: Zhang, Yu, et al.
Published: (2026)
Time and Frequency Synchronization for Multiuser OTFS in Uplink
by: Bayat, Mohsen, et al.
Published: (2025)
by: Bayat, Mohsen, et al.
Published: (2025)
A New OTFS-Based Index Modulation System for 6G and Beyond: OTFS-Based Code Index Modulation
by: Ozden, Burak Ahmet, et al.
Published: (2025)
by: Ozden, Burak Ahmet, et al.
Published: (2025)
Differential Communication in Channels with Mobility and Delay Spread using Zak-OTFS
by: Mattu, Sandesh Rao, et al.
Published: (2025)
by: Mattu, Sandesh Rao, et al.
Published: (2025)
Unique Word Channel Estimation for Oversampled OTFS
by: Zedka, Radim, et al.
Published: (2026)
by: Zedka, Radim, et al.
Published: (2026)
Joint Phase Noise and Channel Estimation for OTFS
by: McWade, Stephen, et al.
Published: (2026)
by: McWade, Stephen, et al.
Published: (2026)
A Novel Delay-Doppler Domain Channel Sounding Method for 6G High-Mobility Scenarios
by: Bao, Kaifeng, et al.
Published: (2025)
by: Bao, Kaifeng, et al.
Published: (2025)
Deep Learning-Enabled Signal Detection for MIMO-OTFS-Based 6G and Future Wireless Networks
by: Akpinar, Emin, et al.
Published: (2026)
by: Akpinar, Emin, et al.
Published: (2026)
Deep Learning-based OTFS Channel Estimation and Symbol Detection with Plug-and-Play Framework
by: Zhang, Xiaoqi, et al.
Published: (2025)
by: Zhang, Xiaoqi, et al.
Published: (2025)
Reduced Overhead Channel Estimation for OTFS With Split Pilot
by: Li, Danilo Lelin, et al.
Published: (2024)
by: Li, Danilo Lelin, et al.
Published: (2024)
Basis Expansion Extrapolation based Long-Term Channel Prediction for Massive MIMO OTFS Systems
by: Zhang, Yanfeng, et al.
Published: (2025)
by: Zhang, Yanfeng, et al.
Published: (2025)
Pilot-Aided Joint Time Synchronization and Channel Estimation for OTFS
by: Sun, Jiazheng, et al.
Published: (2024)
by: Sun, Jiazheng, et al.
Published: (2024)
Grid Evolution for Doubly Fractional Channel Estimation in OTFS Systems
by: Li, Xiangjun, et al.
Published: (2024)
by: Li, Xiangjun, et al.
Published: (2024)
FAS-LLM: Large Language Model-Based Channel Prediction for OTFS-Enabled Satellite-FAS Links
by: Yang, Halvin, et al.
Published: (2025)
by: Yang, Halvin, et al.
Published: (2025)
Orthogonal Time-Frequency Space (OTFS) Aided Media-Based Modulation System For 6G and Beyond Wireless Communications Networks
by: Ozden, Burak Ahmet, et al.
Published: (2025)
by: Ozden, Burak Ahmet, et al.
Published: (2025)
Bit Error Rate and Performance Analysis of Multi-User OTFS under Nakagami-m Fading for 6G and Beyond Networks
by: Aslandogan, Emir, et al.
Published: (2025)
by: Aslandogan, Emir, et al.
Published: (2025)
Uplink OFDM Channel Prediction with Hybrid CNN-LSTM for 6G Non-Terrestrial Networks
by: De Filippo, Bruno, et al.
Published: (2025)
by: De Filippo, Bruno, et al.
Published: (2025)
Multi-Snapshot Deep Denoising for Channel Estimation in OTFS Modulated Systems
by: Gehlot, Surbhi, et al.
Published: (2026)
by: Gehlot, Surbhi, et al.
Published: (2026)
Multiuser OTFS Channel Parameter Estimation Toward Grid-Independent Regime
by: Wang, Hanning, et al.
Published: (2026)
by: Wang, Hanning, et al.
Published: (2026)
OTFS-IDMA: An Unsourced Multiple Access Scheme for Doubly-Dispersive Channels
by: Bergamasco, Davide, et al.
Published: (2026)
by: Bergamasco, Davide, et al.
Published: (2026)
Performance Analysis of BEM-based Channel Estimation for OTFS with Hardware Impairments
by: Wu, Haowei, et al.
Published: (2025)
by: Wu, Haowei, et al.
Published: (2025)
Reduced-latency DL-based Fractional Channel Estimation in OTFS Receivers
by: Marchese, Mauro, et al.
Published: (2025)
by: Marchese, Mauro, et al.
Published: (2025)
Multi-Modal Intelligent Channel Modeling Framework for 6G-Enabled Networked Intelligent Systems
by: Bai, Lu, et al.
Published: (2025)
by: Bai, Lu, et al.
Published: (2025)
A Survey of OTFS-Based Index Modulation Techniques: Challenges, Benefits, and Future Directions for 6G and Beyond
by: Ozden, Burak Ahmet, et al.
Published: (2025)
by: Ozden, Burak Ahmet, et al.
Published: (2025)
OTFS Channel Estimation and Detection for Channels with Very Large Delay Spread
by: Priya, Preety, et al.
Published: (2024)
by: Priya, Preety, et al.
Published: (2024)
Fast Burst-Sparsity Learning Approach for Massive MIMO-OTFS Channel Estimation
by: Ma, Ming, et al.
Published: (2024)
by: Ma, Ming, 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)
Linear Precoding Design for OTFS Systems in Time/Frequency Selective Fading Channels
by: Ge, Yao, et al.
Published: (2024)
by: Ge, Yao, et al.
Published: (2024)
OTFS-MDMA: An Elastic Multi-Domain Resource Utilization Mechanism for High Mobility Scenarios
by: Chen, Jie, et al.
Published: (2024)
by: Chen, Jie, et al.
Published: (2024)
AFDM vs OTFS: A Comparative Study of Promising Waveforms for ISAC in Doubly-Dispersive Channels
by: Rou, Hyeon Seok, et al.
Published: (2023)
by: Rou, Hyeon Seok, et al.
Published: (2023)
CPMamba: Selective State Space Models for MIMO Channel Prediction in High-Mobility Environments
by: Luo, Sheng, et al.
Published: (2025)
by: Luo, Sheng, et al.
Published: (2025)
Beyond Legacy OFDM: A Mobility-Adaptive Multi-Gear Framework for 6G
by: Marchese, Mauro, et al.
Published: (2026)
by: Marchese, Mauro, et al.
Published: (2026)
Explicit Semantic-Base-Empowered Communications for 6G Mobile Networks
by: Wang, Fengyu, et al.
Published: (2024)
by: Wang, Fengyu, et al.
Published: (2024)
Low Overhead and Scalable Time-Frequency Pilots Design for MIMO OTFS Channel Estimation
by: Wang, Kailong, et al.
Published: (2025)
by: Wang, Kailong, et al.
Published: (2025)
Similar Items
-
Enhancing 6G Wireless Intelligence: Do LLMs Work for CSI Prediction?
by: Kazemian, Mohsen, et al.
Published: (2026) -
Investigating the Jamming Attack on 5G NR Physical Channels
by: Kazemian, Mohsen
Published: (2024) -
A Comprehensive Survey of Channel Estimation Techniques for OTFS in 6G and Beyond Wireless Networks
by: Aslandogan, Emir, et al.
Published: (2025) -
Large AI Model for Delay-Doppler Domain Channel Prediction in 6G OTFS-Based Vehicular Networks
by: Xue, Jianzhe, et al.
Published: (2025) -
Synchronization for Multiuser Uplink OTFS
by: Bayat, Mohsen, et al.
Published: (2024)