Task-Oriented Communication Design at Scale

With countless promising applications in various domains such as IoT and Industry 4.0, task-oriented communication design (TOCD) is getting accelerated attention from the research community. This paper presents a novel approach for designing scalable task-oriented quantization and communications in...

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Bibliographic Details
Published in:	IEEE transactions on communications Vol. 73; no. 1; pp. 378 - 393
Main Authors:	Mostaani, Arsham, Vu, Thang X., Habibi, Hamed, Chatzinotas, Symeon, Ottersten, Bjorn
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.01.2025 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Communication communication for machine learning Complexity Control systems Costs Industrial applications Industry 4.0 joint communication and control Multi-agent systems Multiagent systems Policies Quantization (signal) Reinforcement learning Task analysis Task-oriented data compression Time complexity Training Training joint communication and control Quantization (signal) Costs Reinforcement learning communication for machine learning Task-oriented data compression Task analysis Time complexity Multi-agent systems
ISSN:	0090-6778, 1558-0857, 1558-0857
Online Access:	Get full text
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