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Dynamic UAV-Assisted Cooperative Edge AI Inference
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2025, 卷号: 24, 期号: 1, 页码: 615-628
作者:
Jingfeng Huang
;
Lixiang Lian
;
Dingzhu Wen
;
Yong Zhou
;
Fuzhai Wang
Adobe PDF(9902Kb)
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收藏
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浏览/下载:187/10
|
提交时间:2025/01/13
Aircraft communication
Data communication systems
Digital communication systems
Edge computing
Health risks
Inference engines
Aerial vehicle
Edge AI inference
Inference systems
Intelligent Services
Over the airs
Over-the-air computation
Real-time data
Trajectory designs
Unmanned aerial vehicle trajectory design
Vehicle trajectories
Energy-Efficient Optimal Mode Selection for Edge AI Inference via Integrated Sensing-Communication-Computation
期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 12, 页码: 1-15
作者:
Liu, Shu
;
Wen, Dingzhu
;
Li, Da
;
Chen, Qimei
;
Zhu, Guangxu
Adobe PDF(23894Kb)
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浏览/下载:363/7
|
提交时间:2024/08/23
Task analysis
Servers
Feature extraction
Sensors
Accuracy
Computational modeling
Performance evaluation
Edge AI inference
mode selection
integrated sensing-communication-computation
task-oriented communications
RIS-Assisted Multi-Device Edge AI Inference
会议论文
2024 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), Dubai, United Arab Emirates, 21-24 April 2024
作者:
Jiayi Yang
;
Yijie Mao
;
Dingzhu Wen
;
Yong Zhou
;
Yuanming Shi
Adobe PDF(663Kb)
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收藏
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浏览/下载:350/1
|
提交时间:2024/07/08
Motion estimation
Edge AI inference
Inference systems
Local feature vectors
Multi-devices
Over the airs
Over-the-air computation
Real- time
Reconfigurable
Reconfigurable intelligent surface
Task-oriented
Task-Oriented Over-the-Air Computation for Multi-Device Edge AI
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 卷号: 23, 期号: 3, 页码: 2039 - 2053
作者:
Dingzhu Wen
;
Xiang Jiao
;
Peixi Liu
;
Guangxu Zhu
;
Yuanming Shi
Adobe PDF(2396Kb)
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收藏
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浏览/下载:569/91
|
提交时间:2023/08/11
Artificial intelligence
Beamforming
Data acquisition
Data handling
Decision making
Job analysis
Mean square error
Motion estimation
Array signal processing
Artificial intelligent
Edge artificial intelligent
Edge inference
Features extraction
Over the airs
Over-the-air computation
Task analysis
Task-oriented
Task-oriented communication
Wireless communications
Joint Device Scheduling and Resource Allocation for ISCC-Based Multi-View-Multi-Task Inference
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2024, 卷号: PP, 期号: 99
作者:
Diao Wang
;
Dingzhu Wen
;
Yinghui He
;
Qimei Chen
;
Guangxu Zhu
Adobe PDF(5134Kb)
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浏览/下载:180/4
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提交时间:2024/09/18
Convex optimization
Integer programming
Resource allocation
Scheduling algorithms
Sensory analysis
Sensory perception
Device scheduling
Edge AI inference
Integrated sensing
Integrated sensing-communication-computation
Multi tasks
Multi-task optimization
Multi-views
Optimisations
Resources allocation
Scheduling/allocation
Collaborative Edge AI Inference over Cloud-RAN
期刊论文
IEEE TRANSACTIONS ON COMMUNICATIONS, 2024, 卷号: PP, 期号: 99, 页码: 1-1
作者:
Pengfei Zhang
;
Dingzhu Wen
;
Guangxu Zhu
;
Qimei Chen
;
Kaifeng Han
Adobe PDF(1481Kb)
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收藏
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浏览/下载:424/49
|
提交时间:2024/04/22
Cloud radio access network
edge AI
edge inference
over-the-air computation
MIMO Over-the-Air Computation for Device-Edge Collaborative Inference
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2023
作者:
Hanzhe Yang
;
Dingzhu Wenen
;
Li You
;
Jingjing Wang
;
Sheng Wu
Adobe PDF(699Kb)
|
收藏
|
浏览/下载:21/1
|
提交时间:2025/03/21
Edge Inference
Over-the-air Computation
Wireless Communication
Edge Artifitial Intelligence
End-to-End Delay Minimization based on Joint Optimization of DNN Partitioning and Resource Allocation for Cooperative Edge Inference
会议论文
ARXIV, Hong Kong, Hong Kong, 10-13 Oct. 2023
作者:
Ye, Xinrui
;
Sun, Yanzan
;
Wen, Dingzhu
;
Pan, Guanjin
;
Zhang, Shunqing
Adobe PDF(1160Kb)
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收藏
|
浏览/下载:269/0
|
提交时间:2024/01/09
mobile edge computing
edge intelligence
partitioning inference
reinforcement learning
resource allocation
End-to-End Delay Minimization based on Joint Optimization of DNN Partitioning and Resource Allocation for Cooperative Edge Inference
会议论文
IEEE VEHICULAR TECHNOLOGY CONFERENCE, Hong Kong, China, October 10, 2023 - October 13, 2023
作者:
Ye, Xinrui
;
Sun, Yanzan
;
Wen, Dingzhu
;
Pan, Guanjin
;
Zhang, Shunqing
Adobe PDF(1160Kb)
|
收藏
|
浏览/下载:352/79
|
提交时间:2024/01/19
Convex optimization
Deep neural networks
Mobile edge computing
Object detection
Queueing theory
Resource allocation
Stochastic models
Stochastic systems
Delay minimization
Edge intelligence
End to end delay
Joint optimization
Multi dimensional
Network partitioning
Network resource
Partitioning inference
Reinforcement learnings
Resources allocation
Next-Word Prediction: A Perspective of Energy-Aware Distributed Inference
期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2023, 卷号: PP, 期号: 99, 页码: 1-14
作者:
Shangshang Wang
;
Ziyu Shao
;
John C.S. Lui
Adobe PDF(7221Kb)
|
收藏
|
浏览/下载:244/0
|
提交时间:2023/09/22
Budget control
E-learning
Economic and social effects
Energy utilization
Forecasting
Inference engines
Learning algorithms
Learning systems
Modeling languages
Natural language processing systems
Numerical methods
Quality control
Computational modelling
Distributed inference
Edge natural language processing
Energy-consumption
Language processing
Natural language processing
Natural languages
Next-word prediction
On-line controls
Online learning
Predictive models
Quality of experience
Quality-of-service
Word prediction
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