Centralized Control of a Multi-Agent System Via Distributed and Bit-Budgeted Communications

We consider a distributed quantization problem that arises when multiple edge devices, i.e., agents, are controlled via a centralized controller (CC). While agents have to communicate their observations to the CC for decision-making, the bit-budgeted communications of agent-CC links may limit the ta...

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Veröffentlicht in:	IEEE Wireless Communications and Networking Conference : [proceedings] : WCNC S. 1 - 6
Hauptverfasser:	Mostaani, Arsham, Vu, Thang X., Chatzinotas, Symeon, Ottersten, Bjorn
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 01.03.2023
Schlagworte:	communications for machine learning data-quantization Decision making distributed edge processing Measurement multi-agent systems Pressing Process control Quantization (signal) Scalability semantic communications Task analysis Task-oriented data compression
ISSN:	1558-2612
Online-Zugang:	Volltext
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