Collaborative Edge Inference via Semantic Grouping under Wireless Channel Constraints
Fuente:
arXiv
Saved in:
| Main Authors: | Mota, Mateus P., Merluzzi, Mattia, Strinati, Emilio Calvanese |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Joint Channel and Semantic-aware Grouping for Effective Collaborative Edge Inference
by: Mota, Mateus P., et al.
Published: (2025)
by: Mota, Mateus P., et al.
Published: (2025)
Optimizing RIS Impairments through Semantic Communication
by: Hello, Nour, et al.
Published: (2024)
by: Hello, Nour, et al.
Published: (2024)
Enabling Edge Artificial Intelligence via Goal-oriented Deep Neural Network Splitting
by: Binucci, Francesco, et al.
Published: (2023)
by: Binucci, Francesco, et al.
Published: (2023)
Distributed Semantic Alignment over Interference Channels: A Game-Theoretic Approach
by: Di Poce, Giuseppe, et al.
Published: (2026)
by: Di Poce, Giuseppe, et al.
Published: (2026)
Towards Distributed and Intelligent Integrated Sensing and Communications for 6G Networks
by: Strinati, Emilio Calvanese, et al.
Published: (2024)
by: Strinati, Emilio Calvanese, et al.
Published: (2024)
Pragmatic Goal-Oriented Communications under Semantic-Effectiveness Channel Errors
by: Hüttebräucker, Tomás, et al.
Published: (2024)
by: Hüttebräucker, Tomás, et al.
Published: (2024)
Goal-oriented Spectrum Sharing: Trading Edge Inference Power for Data Streaming Performance
by: Merluzzi, Mattia, et al.
Published: (2025)
by: Merluzzi, Mattia, et al.
Published: (2025)
Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission
by: Zhang, Maojun, et al.
Published: (2025)
by: Zhang, Maojun, et al.
Published: (2025)
Channel Capacity-Aware Distributed Encoding for Multi-View Sensing and Edge Inference
by: Yang, Mingjie, et al.
Published: (2024)
by: Yang, Mingjie, et al.
Published: (2024)
Environment-Aware Channel Inference via Cross-Modal Flow: From Multimodal Sensing to Wireless Channels
by: Liang, Guangming, et al.
Published: (2025)
by: Liang, Guangming, et al.
Published: (2025)
Semantic Communication for Cooperative Multi-Tasking over Rate-Limited Wireless Channels with Implicit Optimal Prior
by: Razlighi, Ahmad Halimi, et al.
Published: (2025)
by: Razlighi, Ahmad Halimi, et al.
Published: (2025)
Large Wireless Model (LWM): A Foundation Model for Wireless Channels
by: Alikhani, Sadjad, et al.
Published: (2024)
by: Alikhani, Sadjad, et al.
Published: (2024)
Semi-Supervised Learning via Cross-Prediction-Powered Inference for Wireless Systems
by: Sifaou, Houssem, et al.
Published: (2024)
by: Sifaou, Houssem, et al.
Published: (2024)
RIS-aided Latent Space Alignment for Semantic Channel Equalization
by: Hüttebräucker, Tomás, et al.
Published: (2025)
by: Hüttebräucker, Tomás, et al.
Published: (2025)
Wireless Resource Allocation with Collaborative Distributed and Centralized DRL under Control Channel Attacks
by: Wang, Ke, et al.
Published: (2024)
by: Wang, Ke, et al.
Published: (2024)
Efficient Channel Estimation for Rotatable Antenna-Enabled Wireless Communication
by: Xiong, Xue, et al.
Published: (2025)
by: Xiong, Xue, et al.
Published: (2025)
Machine Learning for Future Wireless Communications: Channel Prediction Perspectives
by: Kim, Hwanjin, et al.
Published: (2025)
by: Kim, Hwanjin, et al.
Published: (2025)
Composite IG/FTR Channel Performance in Wireless Communication Systems
by: Olyaee, Maryam, et al.
Published: (2022)
by: Olyaee, Maryam, et al.
Published: (2022)
Channel Estimation for Stacked Intelligent Metasurface-Assisted Wireless Networks
by: Yao, Xianghao, et al.
Published: (2024)
by: Yao, Xianghao, et al.
Published: (2024)
A Product Channel Attack to Wireless Physical Layer Security
by: Anaya-Lopez, Gonzalo J., et al.
Published: (2020)
by: Anaya-Lopez, Gonzalo J., et al.
Published: (2020)
A Statistical Characterization of Wireless Channels Conditioned on Side Information
by: Böck, Benedikt, et al.
Published: (2024)
by: Böck, Benedikt, et al.
Published: (2024)
Multiple Intelligent Reflecting Surfaces Collaborative Wireless Localization System
by: Zhang, Ziheng, et al.
Published: (2024)
by: Zhang, Ziheng, et al.
Published: (2024)
Secure Degree of Freedom of Wireless Networks Using Collaborative Pilots
by: Hua, Yingbo, et al.
Published: (2023)
by: Hua, Yingbo, et al.
Published: (2023)
Channel Polarization under Channel Noise with Memory
by: Qi, Tianfu, et al.
Published: (2024)
by: Qi, Tianfu, et al.
Published: (2024)
Distributed Intelligent Integrated Sensing and Communications: The 6G-DISAC Approach
by: Strinati, Emilio Calvanese, et al.
Published: (2024)
by: Strinati, Emilio Calvanese, et al.
Published: (2024)
Movable Antenna-Enhanced Wireless Powered Mobile Edge Computing Systems
by: Chen, Pengcheng, et al.
Published: (2024)
by: Chen, Pengcheng, et al.
Published: (2024)
Joint Source-Channel Coding for Channel-Adaptive Digital Semantic Communications
by: Park, Joohyuk, et al.
Published: (2023)
by: Park, Joohyuk, et al.
Published: (2023)
Reconfigurable Intelligent Surface for Green Edge Inference
by: Hua, Sheng, et al.
Published: (2019)
by: Hua, Sheng, et al.
Published: (2019)
Latent Space Alignment for Semantic Channel Equalization
by: Hüttebräucker, Tomás, et al.
Published: (2024)
by: Hüttebräucker, Tomás, et al.
Published: (2024)
Wireless Digital Twin Calibration: Refining DFT-Domain Channel Information
by: Luo, Hao, et al.
Published: (2026)
by: Luo, Hao, et al.
Published: (2026)
SplitMAC: Wireless Split Learning over Multiple Access Channels
by: Kim, Seonjung, et al.
Published: (2023)
by: Kim, Seonjung, et al.
Published: (2023)
Prediction of Wireless Channel Statistics with Ray Tracing and Uncalibrated Digital Twin
by: Abouamer, Mahmoud Saad, et al.
Published: (2024)
by: Abouamer, Mahmoud Saad, et al.
Published: (2024)
IRS-Aided Multi-Antenna Wireless Powered Communications in Interference Channels
by: Gao, Ying, et al.
Published: (2024)
by: Gao, Ying, et al.
Published: (2024)
Power Measurement Based Channel Estimation for IRS-Enhanced Wireless Coverage
by: Sun, He, et al.
Published: (2024)
by: Sun, He, et al.
Published: (2024)
Probabilistic Semantic Communication over Wireless Networks with Rate Splitting
by: Zhao, Zhouxiang, et al.
Published: (2024)
by: Zhao, Zhouxiang, et al.
Published: (2024)
On the View-and-Channel Aggregation Gain in Integrated Sensing and Edge AI
by: Chen, Xu, et al.
Published: (2023)
by: Chen, Xu, et al.
Published: (2023)
Edge Large AI Models: Collaborative Deployment and IoT Applications
by: Wang, Zixin, et al.
Published: (2025)
by: Wang, Zixin, et al.
Published: (2025)
Soft Partitioning of Latent Space for Semantic Channel Equalization
by: Hüttebräucker, Tomás, et al.
Published: (2024)
by: Hüttebräucker, Tomás, et al.
Published: (2024)
Double Directional Wireless Channel Generation: A Statistics-Informed Generative Approach
by: Pervej, Md-Ferdous, et al.
Published: (2025)
by: Pervej, Md-Ferdous, et al.
Published: (2025)
Polarized 6D Movable Antenna for Wireless Communication: Channel Modeling and Optimization
by: Shao, Xiaodan, et al.
Published: (2025)
by: Shao, Xiaodan, et al.
Published: (2025)
Similar Items
-
Joint Channel and Semantic-aware Grouping for Effective Collaborative Edge Inference
by: Mota, Mateus P., et al.
Published: (2025) -
Optimizing RIS Impairments through Semantic Communication
by: Hello, Nour, et al.
Published: (2024) -
Enabling Edge Artificial Intelligence via Goal-oriented Deep Neural Network Splitting
by: Binucci, Francesco, et al.
Published: (2023) -
Distributed Semantic Alignment over Interference Channels: A Game-Theoretic Approach
by: Di Poce, Giuseppe, et al.
Published: (2026) -
Towards Distributed and Intelligent Integrated Sensing and Communications for 6G Networks
by: Strinati, Emilio Calvanese, et al.
Published: (2024)