Cover Image

Edge Large AI Models: Collaborative Deployment and IoT Applications

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Zixin, Shi, Yuanming, Letaief, Khaled. B.
Format:	Preprint
Published:	2025
Subjects:	Information Theory Signal Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Communication-Efficient Edge AI: Algorithms and Systems
by: Shi, Yuanming, et al.
Published: (2020)

Sparse Optimization for Green Edge AI Inference
by: Yang, Xiangyu, et al.
Published: (2020)

On the View-and-Channel Aggregation Gain in Integrated Sensing and Edge AI
by: Chen, Xu, et al.
Published: (2023)

Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications
by: Letaief, Khaled B., et al.
Published: (2021)

Over-the-Air Computation for 6G: Foundations, Technologies, and Applications
by: Wang, Zhibin, et al.
Published: (2022)

Mutual Information-Empowered Task-Oriented Communication: Principles, Applications and Challenges
by: Li, Hongru, et al.
Published: (2025)

Edge Large AI Models: Revolutionizing 6G Networks
by: Wang, Zixin, et al.
Published: (2025)

Rethinking Mutual Coupling in Movable Antenna MIMO Systems: Modeling and Optimization
by: Liao, Tianyi, et al.
Published: (2026)

Sensing-Assisted Channel Estimation for Flexible-Antenna Systems: A Unified Framework
by: Cao, Ruoxiao, et al.
Published: (2026)

STAR-RIS-Assisted Cell-Free Massive MIMO with Multi-antenna Users and Hardware Impairments Over Correlated Rayleigh Fading Channels
by: Qian, Jun, et al.
Published: (2025)

Performance Analysis of STAR-RIS-Assisted Cell-Free Massive MIMO Systems with Electromagnetic Interference and Phase Errors
by: Qian, Jun, et al.
Published: (2024)

AI and Deep Learning for Terahertz Ultra-Massive MIMO: From Model-Driven Approaches to Foundation Models
by: Yu, Wentao, et al.
Published: (2024)

Satellite Federated Edge Learning: Architecture Design and Convergence Analysis
by: Shi, Yuanming, et al.
Published: (2024)

Near-Field Communication with Massive Movable Antennas: An Electrostatic Equilibrium Perspective
by: Liu, Shicong, et al.
Published: (2025)

Reliability-Latency-Rate Tradeoff in Low-Latency Communications with Finite-Blocklength Coding
by: Li, Lintao, et al.
Published: (2023)

A Tutorial on Extremely Large-Scale MIMO for 6G: Fundamentals, Signal Processing, and Applications
by: Wang, Zhe, et al.
Published: (2023)

RIS-Aided Cell-Free Massive MIMO Systems for 6G: Fundamentals, System Design, and Applications
by: Shi, Enyu, et al.
Published: (2023)

Accurate and Fast Channel Estimation for Fluid Antenna Systems with Diffusion Models
by: Tang, Erqiang, et al.
Published: (2025)

Collaborative Edge AI Inference over Cloud-RAN
by: Zhang, Pengfei, et al.
Published: (2024)

A Survey on Integrated Sensing, Communication, and Computation
by: Wen, Dingzhu, et al.
Published: (2024)

Model-Driven Deep Learning for Distributed Detection with Binary Quantization
by: Guo, Wei, et al.
Published: (2024)

Rate Adaptation in Delay-Sensitive and Energy-Constrained Large-Scale IoT Networks
by: Emara, Mostafa, et al.
Published: (2023)

Unseen Cost of Space Computing: Quantifying LEO Battery Aging via Physics-Driven Modeling
by: Zeng, Li, et al.
Published: (2026)

Reconfigurable Intelligent Surface for Green Edge Inference
by: Hua, Sheng, et al.
Published: (2019)

Fluid Antenna-Assisted MU-MIMO Systems with Decentralized Baseband Processing
by: Liao, Tianyi, et al.
Published: (2025)

Joint Beamforming and Antenna Position Optimization for Fluid Antenna-Assisted MU-MIMO Networks
by: Liao, Tianyi, et al.
Published: (2025)

Remote Training in Task-Oriented Communication: Supervised or Self-Supervised with Fine-Tuning?
by: Li, Hongru, et al.
Published: (2025)

Rethinking Mutual Coupling in Movable Antenna MIMO Systems
by: Liao, Tianyi, et al.
Published: (2026)

Deep Learning for Near-Field XL-MIMO Transceiver Design: Principles and Techniques
by: Yu, Wentao, et al.
Published: (2023)

A Unified Two-Stage Generative Diffusion Framework for Channel Estimation and Port Selection in Multiuser MIMO-FAS
by: Tang, Erqiang, et al.
Published: (2026)

Beamforming Design for IRS-and-UAV-Aided Two-Way Amplify-and-Forward Relay Networks in Maritime IoT
by: Wang, Xuehui, et al.
Published: (2023)

Signal Processing and Learning for Next Generation Multiple Access in 6G
by: Chen, Wei, et al.
Published: (2023)

Multi-objective Optimization for Data Collection in UAV-assisted Agricultural IoT
by: Liu, Lingling, et al.
Published: (2024)

Bayes-Optimal Unsupervised Learning for Channel Estimation in Near-Field Holographic MIMO
by: Yu, Wentao, et al.
Published: (2023)

Constant Modulus Waveforms for IoT-Centric Integrated Sensing and Communications
by: Han, Tian, et al.
Published: (2025)

Cell-Free Massive MIMO-Assisted SWIPT for IoT Networks
by: Mohammadi, Mohammadali, et al.
Published: (2025)

Resource Allocation for Near-Field Communications: Fundamentals, Tools, and Outlooks
by: Xu, Bokai, et al.
Published: (2023)

Service Function Chain Routing in LEO Networks Using Shortest-Path Delay Statistical Stability
by: Zeng, Li, et al.
Published: (2026)

Learning Bayes-Optimal Channel Estimation for Holographic MIMO in Unknown EM Environments
by: Yu, Wentao, et al.
Published: (2023)

BackCom Assisted Hybrid NOMA Uplink Transmission for Ambient IoT
by: Ding, Zhiguo
Published: (2024)