Combating Interference for Over-the-Air Federated Learning: A Statistical Approach via RIS
Fuente:
arXiv
Saved in:
| Main Authors: | Shi, Wei, Yao, Jiacheng, Xu, Wei, Xu, Jindan, You, Xiaohu, Eldar, Yonina C., Zhao, Chunming |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Empowering Over-the-Air Personalized Federated Learning via RIS
by: Shi, Wei, et al.
Published: (2024)
by: Shi, Wei, et al.
Published: (2024)
Secure Outage Analysis for RIS-Aided MISO Systems with Randomly Located Eavesdroppers
by: Shi, Wei, et al.
Published: (2024)
by: Shi, Wei, et al.
Published: (2024)
On Secrecy Performance of RIS-Assisted MISO Systems over Rician Channels with Spatially Random Eavesdroppers
by: Shi, Wei, et al.
Published: (2023)
by: Shi, Wei, et al.
Published: (2023)
MSE-Based Training and Transmission Optimization for MIMO ISAC Systems
by: He, Zhenyao, et al.
Published: (2024)
by: He, Zhenyao, et al.
Published: (2024)
Joint MIMO Transceiver and Reflector Design for Reconfigurable Intelligent Surface-Assisted Communication
by: Zhao, Yaqiong, et al.
Published: (2024)
by: Zhao, Yaqiong, et al.
Published: (2024)
Quantized Analog Beamforming Enabled Multi-task Federated Learning Over-the-air
by: Yao, Jiacheng, et al.
Published: (2025)
by: Yao, Jiacheng, et al.
Published: (2025)
Rotatable Antenna Aided Mixed Near-Field and Far-Field Communications in the Upper Mid-Band: Interference Analysis and Joint Optimization
by: Zhang, Yunpu, et al.
Published: (2025)
by: Zhang, Yunpu, et al.
Published: (2025)
Digitalizing Over-the-Air Computation via The Novel Complement Coded Modulation
by: Wang, Zhixu, et al.
Published: (2025)
by: Wang, Zhixu, et al.
Published: (2025)
Beyond the Flat-Spike: Adaptive Sparse CCA for Decaying and Unbalanced Signals
by: Xu, Mengchu, et al.
Published: (2026)
by: Xu, Mengchu, et al.
Published: (2026)
Prioritizing Gradient Sign Over Modulus: An Importance-Aware Framework for Wireless Federated Learning
by: Yue, Yiyang, et al.
Published: (2026)
by: Yue, Yiyang, et al.
Published: (2026)
Polarization Aware Movable Antenna
by: Zhang, Runxin, et al.
Published: (2024)
by: Zhang, Runxin, et al.
Published: (2024)
Task-Based Quantization for Channel Estimation in RIS Empowered MmWave Systems
by: Lee, Gyoseung, et al.
Published: (2025)
by: Lee, Gyoseung, et al.
Published: (2025)
Signal Processing and Learning for Next Generation Multiple Access in 6G
by: Chen, Wei, et al.
Published: (2023)
by: Chen, Wei, et al.
Published: (2023)
An Integrated Sensing and Communication System for Time-Sensitive Targets with Random Arrivals
by: Nikbakht, Homa, et al.
Published: (2025)
by: Nikbakht, Homa, et al.
Published: (2025)
Learned Trimmed-Ridge Regression for Channel Estimation in Millimeter-Wave Massive MIMO
by: Wu, Pengxia, et al.
Published: (2024)
by: Wu, Pengxia, et al.
Published: (2024)
Joint RIS-UE Association and Beamforming Design in RIS-Assisted Cell-Free MIMO Network
by: Ke, Hongqin, et al.
Published: (2025)
by: Ke, Hongqin, et al.
Published: (2025)
Privacy Enhancement in Over-the-Air Federated Learning via Adaptive Receive Scaling
by: Kalarde, Faeze Moradi, et al.
Published: (2025)
by: Kalarde, Faeze Moradi, et al.
Published: (2025)
Model-Driven Sensing-Node Selection and Power Allocation for Tracking Maneuvering Targets in Perceptive Mobile Networks
by: Xie, Lei, et al.
Published: (2023)
by: Xie, Lei, et al.
Published: (2023)
Hybrid RIS-Assisted MIMO Dual-Function Radar-Communication System
by: Liu, Zhuoyang, et al.
Published: (2023)
by: Liu, Zhuoyang, et al.
Published: (2023)
Bitwise Over-Parameterized Neural Polar Decoding: A Theoretical Performance Analysis
by: Zhu, Hongzhi, et al.
Published: (2026)
by: Zhu, Hongzhi, et al.
Published: (2026)
Over-the-Air Modulation for RIS-assisted Symbiotic Radios: Design, Analysis, and Optimization
by: Zhou, Hu, et al.
Published: (2024)
by: Zhou, Hu, et al.
Published: (2024)
Time Encoding Quantization of Bandlimited and Finite-Rate-of-Innovation Signals
by: Naaman, Hila, et al.
Published: (2021)
by: Naaman, Hila, et al.
Published: (2021)
Time-Domain Channel Estimation for Extremely Large MIMO THz Communication Systems Under Dual-Wideband Fading Conditions
by: Vlachos, Evangelos, et al.
Published: (2023)
by: Vlachos, Evangelos, et al.
Published: (2023)
Precoding for Multi-Cell ISAC: from Coordinated Beamforming to Coordinated Multipoint and Bi-Static Sensing
by: Babu, Nithin, et al.
Published: (2024)
by: Babu, Nithin, et al.
Published: (2024)
Hybrid Beamforming Design for Covert mmWave MIMO with Finite-Resolution DACs
by: Ci, Wei, et al.
Published: (2024)
by: Ci, Wei, et al.
Published: (2024)
Power-Efficient Over-the-Air Aggregation with Receive Beamforming for Federated Learning
by: Kalarde, Faeze Moradi, et al.
Published: (2025)
by: Kalarde, Faeze Moradi, et al.
Published: (2025)
Adaptive Personalized Over-the-Air Federated Learning with Reflecting Intelligent Surfaces
by: Mao, Jiayu, et al.
Published: (2024)
by: Mao, Jiayu, et al.
Published: (2024)
SegOTA: Accelerating Over-the-Air Federated Learning with Segmented Transmission
by: Zhang, Chong, et al.
Published: (2025)
by: Zhang, Chong, et al.
Published: (2025)
Uplink Over-the-Air Aggregation for Multi-Model Wireless Federated Learning
by: Zhang, Chong, et al.
Published: (2024)
by: Zhang, Chong, et al.
Published: (2024)
A Framework of Arithmetic-Level Variable Precision Computing for In-Memory Architecture: Case Study in MIMO Signal Processing
by: Bao, Kaixuan, et al.
Published: (2025)
by: Bao, Kaixuan, et al.
Published: (2025)
Flexible-Duplex Cell-Free Architecture for Secure Uplink Communications in Low-Altitude Wireless Networks
by: Shi, Wei, et al.
Published: (2026)
by: Shi, Wei, et al.
Published: (2026)
Optical Integrated Sensing and Communication with Light-Emitting Diode
by: Zhang, Runxin, et al.
Published: (2023)
by: Zhang, Runxin, et al.
Published: (2023)
Hybrid Near-Far Field Channel Estimation for Holographic MIMO Communications
by: Yue, Shaohua, et al.
Published: (2024)
by: Yue, Shaohua, et al.
Published: (2024)
Non-Linear Analog Processing Gains in Task-Based Quantization
by: Alonso, Marian Temprana, et al.
Published: (2024)
by: Alonso, Marian Temprana, et al.
Published: (2024)
Massive Digital Over-the-Air Computation for Communication-Efficient Federated Edge Learning
by: Qiao, Li, et al.
Published: (2024)
by: Qiao, Li, et al.
Published: (2024)
Spectrum Breathing: Protecting Over-the-Air Federated Learning Against Interference
by: Wang, Zhanwei, et al.
Published: (2023)
by: Wang, Zhanwei, et al.
Published: (2023)
Achievable Rate Analysis and Optimization of Double-RIS Assisted Spatially Correlated MIMO with Statistical CSI
by: Xu, Kaizhe, et al.
Published: (2024)
by: Xu, Kaizhe, et al.
Published: (2024)
Energy-Efficient Over-the-Air Federated Learning via Pinching Antenna Systems
by: Asaad, Saba, et al.
Published: (2026)
by: Asaad, Saba, et al.
Published: (2026)
Age-Aware Edge-Blind Federated Learning via Over-the-Air Aggregation
by: Elshazly, Ahmed M., et al.
Published: (2026)
by: Elshazly, Ahmed M., et al.
Published: (2026)
Efficient Channel Estimation With Shorter Pilots in RIS-Aided Communications: Using Array Geometries and Interference Statistics
by: Demir, Özlem Tuğfe, et al.
Published: (2024)
by: Demir, Özlem Tuğfe, et al.
Published: (2024)
Similar Items
-
Empowering Over-the-Air Personalized Federated Learning via RIS
by: Shi, Wei, et al.
Published: (2024) -
Secure Outage Analysis for RIS-Aided MISO Systems with Randomly Located Eavesdroppers
by: Shi, Wei, et al.
Published: (2024) -
On Secrecy Performance of RIS-Assisted MISO Systems over Rician Channels with Spatially Random Eavesdroppers
by: Shi, Wei, et al.
Published: (2023) -
MSE-Based Training and Transmission Optimization for MIMO ISAC Systems
by: He, Zhenyao, et al.
Published: (2024) -
Joint MIMO Transceiver and Reflector Design for Reconfigurable Intelligent Surface-Assisted Communication
by: Zhao, Yaqiong, et al.
Published: (2024)