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Predictive Pinning Control with Communication Delays for Consensus of Multi-Agent Systems
| Title: | Predictive Pinning Control with Communication Delays for Consensus of Multi-Agent Systems |
| Authors: | KOBAYASHI, Koichi Browse this author →KAKEN DB |
| Keywords: | consensus | | model predictive control (MPC) | | multi-agent systems | | pinning control |
| Issue Date: | 1-Feb-2019 |
| Publisher: | IEICE |
| Journal Title: | IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences |
| Volume: | E102.A |
| Issue: | 2 |
| Start Page: | 359 |
| End Page: | 364 |
| Publisher DOI: | 10.1587/transfun.E102.A.359 |
| Abstract: | In this paper, based on the policy of model predictive control, a new method of predictive pinning control is proposed for the consensus problem of multi-agent systems. Pinning control is a method that the external control input is added to some agents (pinning nodes), e.g., leaders. By the external control input, consensus to a certain target value (not the average of the initial states) and faster consensus are achieved. In the proposed method, the external control input is calculated by the controller node connected to only pinning nodes. Since the states of all agents are required in calculation of the external control input, communication delays must be considered. The proposed algorithm includes not only calculation of the external control input but also delay compensation. The effectiveness of the proposed method is presented by a numerical example. |
| Rights: | copyright©2019 IEICE |
| Type: | article |
| URI: | http://hdl.handle.net/2115/90184 |
| Appears in Collections: | 情報科学院・情報科学研究院 (Graduate School of Information Science and Technology / Faculty of Information Science and Technology) > 雑誌発表論文等 (Peer-reviewed Journal Articles, etc)
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Submitter: 小林 孝一
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