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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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浏览/下载:114/35
  |  
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
Task-Oriented Sensing, Computation, and Communication Integration for Multi-Device Edge AI
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 卷号: 23, 期号: 3, 页码: 2486 - 2502
作者:
Dingzhu Wen
;
Peixi Liu
;
Guangxu Zhu
;
Yuanming Shi
;
Jie Xu
Adobe PDF(7791Kb)
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收藏
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浏览/下载:77/1
  |  
提交时间:2023/10/07
Sensors
Task analysis
Quantization (signal)
Servers
Artificial intelligence
Computational modeling
Feature extraction
Convex optimization
Job analysis
Artificial intelligent
Communication integration
Computational modelling
Features extraction
Integrated sensing
Low latency
Multi-devices
Task-oriented
Federated Learning With Energy Harvesting Devices
期刊论文
IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING, 2024, 卷号: 8, 期号: 1, 页码: 190 - 204
作者:
Li Zeng
;
Dingzhu Wen
;
Guangxu Zhu
;
Changsheng You
;
Qimei Chen
Adobe PDF(6134Kb)
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收藏
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浏览/下载:106/1
  |  
提交时间:2023/09/22
Channel state information
Data privacy
Dynamic programming
Energy harvesting
Information management
Iterative methods
Job analysis
Resource allocation
Computational modelling
Convergence
Convergence rates
Data utilities
Device selection
Distributed resource allocation
Federated learning
Resource management
Sub-carriers
Task analysis
Collaborative Edge AI Inference over Cloud-RAN
期刊论文
IEEE TRANSACTIONS ON COMMUNICATIONS, 2024, 卷号: PP, 期号: 99
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:8/0
  |  
提交时间:2024/04/22
Cloud radio access network
edge AI
edge inference
over-the-air computation
Adaptive Cluster Head Selection and Spectrum Allocation for D2D-Enabled Collaborative Learning
会议论文
2023 IEEE GLOBECOM WORKSHOPS (GC WKSHPS), Kuala Lumpur, Malaysia, 4-8 Dec. 2023
作者:
Chonghe Liu
;
Shengli Liu
;
Dingzhu Wen
;
Guanding Yu
Adobe PDF(587Kb)
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收藏
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浏览/下载:23/0
  |  
提交时间:2024/03/22
Performance evaluation
Training
Adaptation models
Federated learning
System performance
Clustering algorithms
Device-to-device communication
Device Scheduling for Privacy-Aware Integrated Sensing, Computation, and Communication Systems
会议论文
2023 IEEE GLOBECOM WORKSHOPS (GC WKSHPS), Kuala Lumpur, Malaysia, 4-8 Dec. 2023
作者:
Diao Wang
;
Dingzhu Wen
;
Yinghui He
;
Guanding Yu
Adobe PDF(571Kb)
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收藏
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浏览/下载:18/0
  |  
提交时间:2024/03/22
Performance evaluation
Privacy
Processor scheduling
Wireless networks
Mean square error methods
Minimization
Sensors
Hierarchical Federated Edge Learning over Space-Air-Ground Integrated Networks
会议论文
2023 IEEE GLOBECOM WORKSHOPS (GC WKSHPS), Kuala Lumpur, Malaysia, 4-8 Dec. 2023
作者:
Yiji, Wang
;
Jingyang, Zhu
;
Yijie, Mao
;
Dingzhu, Wen
;
Xiaohua, Tian
Adobe PDF(608Kb)
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收藏
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浏览/下载:107/2
  |  
提交时间:2023/11/19
Performance evaluation
Energy consumption
Simulation
Heuristic algorithms
Low earth orbit satellites
Dynamic scheduling
Delays
Decentralized Over-the-Air Computation for Edge AI Inference with Integrated Sensing and Communication
会议论文
GLOBECOM 2023 - 2023 IEEE GLOBAL COMMUNICATIONS CONFERENCE, Kuala Lumpur, Malaysia, 4-8 Dec. 2023
作者:
Zeming Zhuang
;
Dingzhu Wen
;
Yuanming Shi
Adobe PDF(557Kb)
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收藏
  |  
浏览/下载:112/2
  |  
提交时间:2023/11/16
Interference cancellation
Wireless networks
Aggregates
Collaboration
Full-duplex system
Feature extraction
Sensors
Communication and Energy Efficient Decentralized Learning over D2D Networks
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2023, 卷号: 22, 期号: 12, 页码: 9549 - 9563
作者:
Shengli Liu
;
Guanding Yu
;
Dingzhu Wen
;
Xianfu Chen
;
Mehdi Bennis
Adobe PDF(2367Kb)
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收藏
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浏览/下载:79/0
  |  
提交时间:2023/06/09
Computing power
Energy efficiency
Energy utilization
Green computing
Heuristic algorithms
Iterative methods
Learning algorithms
Resource allocation
Tabu search
Aggregation weights
Computing power
D2D
Decentralized learning
Energy-consumption
Learning latency
Learning performance
Link selection
Network topology
Wireless resource allocation
OverGNN Assisted Power Allocation for Heterogeneous Ultra-Dense Networks
会议论文
2023 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS AND SIGNAL PROCESSING (WCSP), Hangzhou, China, 2-4 Nov. 2023
作者:
Sisi Lin
;
Mengyuan Lee
;
Qimei Chen
;
Dingzhu Wen
;
Wen Du
Adobe PDF(1800Kb)
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收藏
  |  
浏览/下载:19/0
  |  
提交时间:2024/03/22
Heterogeneous network
ultra-dense network
power allocation
GNN
high-order message passing