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ShanghaiTech University Knowledge Management System
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Task-Oriented Lossy Compression with Data, Perception, and Classification Constraints
期刊论文
ARXIV, 2025, 卷号: PP, 期号: 99
作者:
Wang, Yuhan
;
Wu, Youlong
;
Ma, Shuai
;
Zhang, Ying-Jun Angela
收藏
|
浏览/下载:25/0
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提交时间:2025/03/25
Information bottleneck
lossy compression
task-oriented communication
rate-distortion theory
perceptual quality
A Survey on Integrated Sensing, Communication, and Computation
期刊论文
IEEE COMMUNICATIONS SURVEYS & TUTORIALS, 2024, 卷号: PP, 期号: 99
作者:
Wen, Dingzhu
;
Zhou, Yong
;
Li, Xiaoyang
;
Shi, Yuanming
;
Huang, Kaibin
Adobe PDF(24301Kb)
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收藏
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浏览/下载:399/4
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提交时间:2024/08/26
Integrated sensing and communication
inte- grated sensing and computation
integrated communication and computation
integrated sensing-communication-computation
signal design
network resource management
and task-oriented communications
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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收藏
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浏览/下载:363/7
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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
Lossy Compression with Data, Perception, and Classification Constraints
会议论文
ARXIV, Shenzhen, China, 24-28 Nov. 2024
作者:
Wang, Yuhan
;
Wu, Youlong
;
Ma, Shuai
;
Zhang, Ying-Jun Angela
Adobe PDF(4716Kb)
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收藏
|
浏览/下载:253/1
|
提交时间:2024/06/17
Information bottleneck
lossy compression
task-oriented communication
rate-distortion theory
perceptual quality
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:517/10
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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
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
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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
Federated Edge Learning for 6G: Foundations, Methodologies, and Applications
期刊论文
PROCEEDINGS OF THE IEEE, 2024, 卷号: PP, 期号: 99
作者:
Meixia Tao
;
Yong Zhou
;
Yuanming Shi
;
Jianmin Lu
;
Shuguang Cui
Adobe PDF(4495Kb)
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收藏
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浏览/下载:253/1
|
提交时间:2024/12/17
Resource allocation
Diverse range
Domain specific
Domain-specific optimization
Federated edge learning
Integrated sensingacommunicationacomputation
Intelligent applications
Optimisations
Sixth-generation (6g)
Task-oriented
Task-oriented communication
Task-Oriented Sensing, Computation, and Communication Integration for Multi-Device Edge AI
会议论文
IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, Rome, Italy, May 28, 2023 - June 1, 2023
作者:
Wen, Dingzhu
;
Liu, Peixi
;
Zhu, Guangxu
;
Shi, Yuanming
;
Xu, Jie
Adobe PDF(2541Kb)
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收藏
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浏览/下载:597/96
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提交时间:2024/01/19
Artificial intelligent
Communication integration
Integrated sensing
Intelligent models
Intelligent Services
Low latency
Multi-devices
Network edges
Sensing devices
Task-oriented
Robust Information Bottleneck for Task-Oriented Communication with Digital Modulation
期刊论文
IEEE JOURNAL ON SELECTED AREAS OF COMMUNICATION, 2023, 卷号: 41, 期号: 8, 页码: 2577-2591
作者:
Xie, Songjie
;
Ma, Shuai
;
Ding, Ming
;
Shi, Yuanming
;
Tang, Mingjian
Adobe PDF(2416Kb)
|
收藏
|
浏览/下载:419/0
|
提交时间:2023/05/23
Task-oriented communication
joint source-channel coding
variational inference
discrete representation learning
Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications
期刊论文
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2022, 卷号: 40, 期号: 1
作者:
Letaief, Khaled B.
;
Shi, Yuanming
;
Lu, Jianmin
;
Lu, Jianhua
Adobe PDF(25205Kb)
|
收藏
|
浏览/下载:765/139
|
提交时间:2021/12/17
5G mobile communication systems
Application programs
Computer architecture
Data Analytics
Deep learning
Energy utilization
Job analysis
Network architecture
Quality of service
Wireless networks
6g
6g mobile communication
Communication system security
Edge artificial intelligence
Edge inference
Edge training
End to end
End-to-end architecture
Federated learning
Large-scale optimization
Mobile communications
Over the airs
Over-the-air computation
Resources allocation
Service-driven resource allocation
Task analysis
Task-oriented
Task-oriented communication
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