JOURNAL ARTICLE

Consensus Control of Dual-Rate Multi-Agent Systems With Quantized Communication

Takumi FurusakaTakao SatôNatsuki KawaguchiNozomu ArakiYasuo Konishi

Year: 2020 Journal:   IEEE Access Vol: 8 Pages: 97557-97563   Publisher: Institute of Electrical and Electronics Engineers

Abstract

The present study discusses the consensus control of dual-rate multi-agent systems, where the sampling/communication interval of quantized data is an integer multiple of the control interval. A conventional multi-agent system uses a dynamic quantizer which is designed in a single-rate system where the intervals are equal, i.e., the control interval length is the same as the communication interval length. However, a dynamic quantizer designed in a dual-rate system is expected to have improved control performance. In the present study, an objective function is divided into a quantization term, which is related to the quantization error, and the remaining term. The proposed dual-rate dynamic quantizer is designed such that the quantization term is minimized. Finally, in numerical examples, the proposed dual-rate method is quantitatively evaluated by comparing with the conventional single-rate method, and the effectiveness of the proposed method is demonstrated.

Keywords:
Quantization (signal processing) Dual (grammatical number) Interval (graph theory) Computer science Control theory (sociology) Term (time) Sampling interval Integer (computer science) Control (management) Mathematical optimization Algorithm Mathematics Statistics Artificial intelligence

Metrics

7
Cited By
0.85
FWCI (Field Weighted Citation Impact)
15
Refs
0.74
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Distributed Control Multi-Agent Systems
Physical Sciences →  Computer Science →  Computer Networks and Communications
Energy Efficient Wireless Sensor Networks
Physical Sciences →  Computer Science →  Computer Networks and Communications
Neural Networks Stability and Synchronization
Physical Sciences →  Computer Science →  Computer Networks and Communications

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