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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
Task-Oriented Over-the-Air Computation for Edge-Device Co-Inference With Balanced Classification Accuracy
期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2024, 卷号: 73, 期号: 11, 页码: 1-6
作者:
Xiang Jiao
;
Dingzhu Wen
;
Guangxu Zhu
;
Wei Jiang
;
Wu Luo
Adobe PDF(405Kb)
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浏览/下载:401/71
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提交时间:2024/07/08
Feature extraction
Task analysis
Accuracy
Vectors
Servers
Noise
Data mining
Task-oriented communications
over-the-air computation
balanced classification accuracy
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 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
Integrated Sensing-Communication-Computation for Over-the-Air Edge AI Inference
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2023, 卷号: PP, 期号: 99, 页码: 1-1
作者:
Zeming Zhuang
;
Dingzhu Wen
;
Yuanming Shi
;
Guangxu Zhu
;
Sheng Wu
Adobe PDF(1177Kb)
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收藏
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浏览/下载:708/220
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提交时间:2023/09/08
Artificial intelligence
Motion estimation
Artificial intelligent
Computational modelling
Features extraction
Integrated sensing
Intelligent models
Local feature vectors
Over the airs
Task analysis
Task-oriented
Wireless communications
XDebloat: Towards Automated Feature-Oriented App Debloating
期刊论文
IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 2022, 卷号: 48, 期号: 11
作者:
Yutian Tang
;
Hao Zhou
;
Xiapu Luo
Adobe PDF(3460Kb)
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收藏
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浏览/下载:451/0
|
提交时间:2021/12/17
Android (operating system)
Android
Android apps
App bundle
Automated features
Debloating
Feature location
Feature-oriented
Instant app
Module-based
Programming practices
Gradient-Based Feature Extraction from Raw Bayer Pattern Images
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 卷号: 30, 页码: 5122-5137
作者:
Wei Zhou
;
Ling Zhang
;
Shengyu Gao
;
Xin Lou
Adobe PDF(39012Kb)
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收藏
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浏览/下载:1029/468
|
提交时间:2021/12/03
Colorimetry
Extraction
Feature extraction
Green computing
Pipelines
Bayer pattern images
Computer vision system
Demosaicing algorithm
Gradient based feature
Histogram of oriented gradients (HOG)
Image signal processing
Pedestrian detection
Performance degradation
Image color analysis
Colored noise
Histograms
Signal processing algorithms
Computer vision
Gradient
Bayer pattern image
feature extraction
demosaicing
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