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Sensing-Communication-Computation Integration for Federated Edge Learning with Controllable Model Dropout
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2025, 卷号: PP, 期号: 99
作者:
Xiang Jiao
;
Guangxu Zhu
;
Wei Jiang
;
Li Chen
;
Wu Luo
Adobe PDF(7280Kb)
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浏览/下载:73/2
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提交时间:2025/02/17
Adversarial machine learning
Contrastive Learning
Convex optimization
Electronic data interchange
Gluing
Resource allocation
Batch sizes
Collaborative modeling
Convergence analysis
Dropout
Federated edge learning
Integrated sensing
Integrated sensing-computation-communication
Learning convergence
Privacy preserving
Resources allocation
Data-Aware Beamforming for Integrated Sensing and Communication Enabled AI Systems
期刊论文
IEEE WIRELESS COMMUNICATIONS LETTERS, 2025, 卷号: PP, 期号: 99
作者:
Juan Qin
;
Lixiang Lian
Adobe PDF(884Kb)
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浏览/下载:66/12
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提交时间:2025/03/25
Adversarial machine learning
Contrastive Learning
Federated learning
Resource allocation
Artificial intelligence systems
Communicationtechnology
CRB
Integrated sensing
Integrated sensing and communication-enabled artificial intelligence
Learning tasks
Motion recognition
Performance tradeoff
Sensing technology
Sensory data
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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浏览/下载:404/4
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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
Adobe PDF(23894Kb)
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浏览/下载:369/7
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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
Design of an Integrated System for Spaceborne SAR Imaging and Data Transmission
期刊论文
SENSORS, 2024, 卷号: 24, 期号: 19
作者:
Wang QX(王启兴)
;
Gao P(高鹏)
;
Xie ZC(谢卓辰)
;
Yu JP(余金培)
Adobe PDF(1817Kb)
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浏览/下载:361/3
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提交时间:2024/10/09
synthetic aperture radar
data transmission
integrated sensing and communication
filter bank multicarrier
optimal design
Over-the-Air Federated Edge Learning with Integrated Sensing, Communication, and Computation
会议论文
2024 IEEE/CIC INTERNATIONAL CONFERENCE ON COMMUNICATIONS IN CHINA (ICCC), Hangzhou, China, 7-9 Aug. 2024
作者:
Dingzhu Wen
;
Sijing Xie
;
Xiaowen Cao
;
Yuanhao Cui
;
Weijie Yuan
Adobe PDF(402Kb)
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浏览/下载:355/9
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提交时间:2024/09/30
Adversarial machine learning
Contrastive Learning
Machine learning
Resource allocation
Stochastic control systems
Stochastic models
Stochastic systems
Batch sizes
Edge server
Human motion recognition
Integrated sensing
Local model
Machine learning models
Noise ratio
Over the airs
Sensing data
Signal to noise
A Bistatic ISAC Framework for LEO Satellite Systems: A Rate-Splitting Approach
预印本
2024
作者:
Park, Juha
;
Seong, Jaehyup
;
Ryu, Jaehak
;
Mao, Yijie
;
Shin, Wonjae
Adobe PDF(4848Kb)
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浏览/下载:253/0
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提交时间:2024/08/14
Integrated sensing and communications (ISAC)
low Earth orbit (LEO) satellite
bistatic radar
rate- splitting multiple access (RSMA)
precoder optimization
Multiple Access Techniques for Intelligent and Multifunctional 6G: Tutorial, Survey, and Outlook
期刊论文
PROCEEDINGS OF THE IEEE, 2024, 卷号: 112, 期号: 7
作者:
Bruno Clerckx
;
Yijie Mao
;
Zhaohui Yang
;
Mingzhe Chen
;
Ahmed Alkhateeb
Adobe PDF(6884Kb)
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收藏
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浏览/下载:409/46
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提交时间:2024/06/24
Sensors
Artificial intelligence
Wireless networks
Multiaccess communication
6G mobile communication
NOMA
Wireless sensor networks
Augmented reality
Integrated sensing and communication
Internet of Things
Machine learning
Semantics
Space division multiplexing
6G
artificial intelligence (AI)
augmented reality (AR)
code-domain multiple access (CD-MA)
integrated sensing and communications (ISACs)
Internet of Things (IoT)
machine learning (ML)
multiple access (MA)
nonorthogonal multiple access (NOMA)
orthogonal multiple access (OMA)
rate-splitting multiple access (RSMA)
reconfigurable intelligent surfaces (RISs)
semantic communications (SeComs)
space-division multiple access (SDMA)
universal multiple access (UMA)
Integrated Sensing-Communication-Computation for Edge Artificial Intelligence
期刊论文
IEEE INTERNET OF THINGS MAGAZINE, 2024, 卷号: 7, 期号: 4, 页码: 14 - 20
作者:
Wen, Dingzhu
;
Li, Xiaoyang
;
Zhou, Yong
;
Shi, Yuanming
;
Wu, Sheng
Adobe PDF(907Kb)
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收藏
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浏览/下载:436/5
|
提交时间:2024/01/09
Integrated Sensing-Communication-Computation
Edge AI
Federated Learning
RSMA-Based Bistatic ISAC Framework for LEO Satellite Systems
会议论文
2024 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS (ICC WORKSHOPS), Denver, CO, USA, 9-13 June 2024
作者:
Juha Park
;
Jaehyup Seong
;
Jaehak Ryu
;
Yijie Mao
;
Wonjae Shin
Adobe PDF(1795Kb)
|
收藏
|
浏览/下载:277/1
|
提交时间:2024/08/26
Beamforming
Benchmarking
Communication satellites
Radar receivers
Radar target recognition
Satellite communication systems
Signal to noise ratio
Tropics
Bistatic
Communication framework
Integrated sensing
Integrated sensing and communication
Low earth orbit satellite systems
Low earth orbit satellites
Multiple access
Precoder optimizations
Rate splitting
Rate-splitting multiple access
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