Task-oriented Over-the-air Computation for Edge-device Co-inference with Balanced Classification Accuracy
Fuente:
arXiv
Saved in:
| Main Authors: | Jiao, Xiang, Wen, Dingzhu, Zhu, Guangxu, Jiang, Wei, Luo, Wu, Shi, Yuanming |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Collaborative Edge AI Inference over Cloud-RAN
by: Zhang, Pengfei, et al.
Published: (2024)
by: Zhang, Pengfei, et al.
Published: (2024)
One-Bit Byzantine-Tolerant Distributed Learning via Over-the-Air Computation
by: Yang, Yuhan, et al.
Published: (2023)
by: Yang, Yuhan, et al.
Published: (2023)
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)
A Survey on Integrated Sensing, Communication, and Computation
by: Wen, Dingzhu, et al.
Published: (2024)
by: Wen, Dingzhu, et al.
Published: (2024)
Energy-Efficient Edge Inference in Integrated Sensing, Communication, and Computation Networks
by: Yao, Jiacheng, et al.
Published: (2025)
by: Yao, Jiacheng, et al.
Published: (2025)
Over-the-Air Computation for 6G: Foundations, Technologies, and Applications
by: Wang, Zhibin, et al.
Published: (2022)
by: Wang, Zhibin, et al.
Published: (2022)
Finite-Precision Conjugate Gradient Method for Massive MIMO Detection
by: Fang, Yiming, et al.
Published: (2025)
by: Fang, Yiming, et al.
Published: (2025)
QoE-Driven Multi-Task Offloading for Semantic-Aware Edge Computing Systems
by: Chen, Xuyang, et al.
Published: (2024)
by: Chen, Xuyang, et al.
Published: (2024)
Integrated Sensing-Communication-Computation for Edge Artificial Intelligence
by: Wen, Dingzhu, et al.
Published: (2023)
by: Wen, Dingzhu, et al.
Published: (2023)
Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning
by: Wen, Dingzhu, et al.
Published: (2025)
by: Wen, Dingzhu, et al.
Published: (2025)
Efficient Wireless Federated Learning via Low-Rank Gradient Factorization
by: Guo, Mingzhao, et al.
Published: (2024)
by: Guo, Mingzhao, et al.
Published: (2024)
Hybrid Online-Offline Learning for Task Offloading in Mobile Edge Computing Systems
by: Sohaib, Muhammad, et al.
Published: (2024)
by: Sohaib, Muhammad, et al.
Published: (2024)
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)
Integrated Distributed Semantic Communication and Over-the-air Computation for Cooperative Spectrum Sensing
by: Yi, Peng, et al.
Published: (2023)
by: Yi, Peng, et al.
Published: (2023)
Pinching-Antenna Systems (PASS) Aided Over-the-air Computation
by: Lyu, Zhonghao, et al.
Published: (2025)
by: Lyu, Zhonghao, et al.
Published: (2025)
Robust UAV Jittering and Task Scheduling in Mobile Edge Computing with Data Compression
by: Li, Bin, et al.
Published: (2024)
by: Li, Bin, et al.
Published: (2024)
Scalable Multi-task Edge Sensing via Task-oriented Joint Information Gathering and Broadcast
by: Hou, Huawei, et al.
Published: (2025)
by: Hou, Huawei, et al.
Published: (2025)
From Optimization to Learning: Dual-Approach Resource Allocation for Over-the-Air Edge Computing Under Execution Uncertainty
by: Wu, Tuo, et al.
Published: (2025)
by: Wu, Tuo, et al.
Published: (2025)
RIS-based Over-the-air Diffractional Channel Coding
by: Hui, Yingzhe, et al.
Published: (2024)
by: Hui, Yingzhe, et al.
Published: (2024)
OTFS-based Robust MMSE Precoding Design in Over-the-air Computation
by: Zhou, Dongkai, et al.
Published: (2023)
by: Zhou, Dongkai, 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)
Reconfigurable Intelligent Surface for Green Edge Inference
by: Hua, Sheng, et al.
Published: (2019)
by: Hua, Sheng, et al.
Published: (2019)
Over-the-Air Computation via 2D Movable Antenna Array
by: Li, Nianzu, et al.
Published: (2024)
by: Li, Nianzu, et al.
Published: (2024)
Communication-Efficient Edge AI: Algorithms and Systems
by: Shi, Yuanming, et al.
Published: (2020)
by: Shi, Yuanming, et al.
Published: (2020)
Joint Sensing, Communication, and Computation for Vertical Federated Edge Learning in Edge Perception Network
by: Cao, Xiaowen, et al.
Published: (2025)
by: Cao, Xiaowen, et al.
Published: (2025)
Unseen Cost of Space Computing: Quantifying LEO Battery Aging via Physics-Driven Modeling
by: Zeng, Li, et al.
Published: (2026)
by: Zeng, Li, et al.
Published: (2026)
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)
Balancing Latency and Model Accuracy for Fluid Antenna-Assisted LM-Embedded MIMO Network
by: Jin, Yichen, et al.
Published: (2025)
by: Jin, Yichen, et al.
Published: (2025)
Fair Computation Offloading for RSMA-Assisted Mobile Edge Computing Networks
by: Xu, Ding, et al.
Published: (2024)
by: Xu, Ding, et al.
Published: (2024)
Online Collaborative Resource Allocation and Task Offloading for Multi-access Edge Computing
by: Sun, Geng, et al.
Published: (2025)
by: Sun, Geng, et al.
Published: (2025)
Over-the-air Federated Policy Gradient
by: Yang, Huiwen, et al.
Published: (2023)
by: Yang, Huiwen, et al.
Published: (2023)
Distributed Task Offloading and Resource Allocation for Latency Minimization in Mobile Edge Computing Networks
by: Kim, Minwoo, et al.
Published: (2024)
by: Kim, Minwoo, et al.
Published: (2024)
Satellite Edge Artificial Intelligence with Large Models: Architectures and Technologies
by: Shi, Yuanming, et al.
Published: (2025)
by: Shi, Yuanming, et al.
Published: (2025)
Edge-Assisted Accelerated Cooperative Sensing for CAVs: Task Placement and Resource Allocation
by: Wang, Yuxuan, et al.
Published: (2024)
by: Wang, Yuxuan, et al.
Published: (2024)
MD-AirComp+: Adaptive Quantization for Blind Massive Digital Over-the-Air Computation
by: Qiao, Li, et al.
Published: (2026)
by: Qiao, Li, et al.
Published: (2026)
Interference Alignment for Multi-cluster Over-the-Air Computation
by: Sempéré, Lucas, et al.
Published: (2025)
by: Sempéré, Lucas, et al.
Published: (2025)
Task-Oriented Feature Compression for Multimodal Understanding via Device-Edge Co-Inference
by: Yuan, Cheng, et al.
Published: (2025)
by: Yuan, Cheng, et al.
Published: (2025)
Edge Large AI Models: Revolutionizing 6G Networks
by: Wang, Zixin, et al.
Published: (2025)
by: Wang, Zixin, et al.
Published: (2025)
Optimal Structure of Receive Beamforming for Over-the-Air Computation
by: Zhu, Hongbin, et al.
Published: (2024)
by: Zhu, Hongbin, et al.
Published: (2024)
Waveforms for Computing Over the Air
by: Pérez-Neira, Ana, et al.
Published: (2024)
by: Pérez-Neira, Ana, et al.
Published: (2024)
Similar Items
-
Collaborative Edge AI Inference over Cloud-RAN
by: Zhang, Pengfei, et al.
Published: (2024) -
One-Bit Byzantine-Tolerant Distributed Learning via Over-the-Air Computation
by: Yang, Yuhan, et al.
Published: (2023) -
Quantized Analog Beamforming Enabled Multi-task Federated Learning Over-the-air
by: Yao, Jiacheng, et al.
Published: (2025) -
A Survey on Integrated Sensing, Communication, and Computation
by: Wen, Dingzhu, et al.
Published: (2024) -
Energy-Efficient Edge Inference in Integrated Sensing, Communication, and Computation Networks
by: Yao, Jiacheng, et al.
Published: (2025)