Tracking Control foe Multi-Agent Systems Using Broadcast Signals Based on Positive Realness
Broadcast control is one of decentralized control methods for networked multi-agent systems. In this method, each agent does not communicate with the others, and autonomously determines its own action using only the same signal sent from a central controller. Therefore, it is effective for systems w...
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creator | Amano, Yasushi Jimbo, Tomohiko Fujimoto, Kenji |
description | Broadcast control is one of decentralized control methods for networked
multi-agent systems. In this method, each agent does not communicate with the
others, and autonomously determines its own action using only the same signal
sent from a central controller. Therefore, it is effective for systems with
numerous agents or no-communication between agents. However, it is difficult to
manage the stochastic action process of agents considering engineering
applications. This paper proposes a decentralized control such that agents
autonomously select the deterministic actions. Firstly, a non-linear controller
with a binary output of each agent including 0 is introduced in order to
express stop actions autonomously when the target is achieved. The asymptotic
stability to the target is proved. Secondly, the controller can adjust the
tendency of actions in order to make it easier to manage the actions. Thirdly,
the controller is extended to that with a continuous output in order to reduce
the tracking error to the target and the output vibration. Finally, the
effectiveness of the proposed control is verified by numerical experiments. |
doi_str_mv | 10.48550/arxiv.2109.06372 |
format | Article |
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multi-agent systems. In this method, each agent does not communicate with the
others, and autonomously determines its own action using only the same signal
sent from a central controller. Therefore, it is effective for systems with
numerous agents or no-communication between agents. However, it is difficult to
manage the stochastic action process of agents considering engineering
applications. This paper proposes a decentralized control such that agents
autonomously select the deterministic actions. Firstly, a non-linear controller
with a binary output of each agent including 0 is introduced in order to
express stop actions autonomously when the target is achieved. The asymptotic
stability to the target is proved. Secondly, the controller can adjust the
tendency of actions in order to make it easier to manage the actions. Thirdly,
the controller is extended to that with a continuous output in order to reduce
the tracking error to the target and the output vibration. Finally, the
effectiveness of the proposed control is verified by numerical experiments.</description><identifier>DOI: 10.48550/arxiv.2109.06372</identifier><language>eng</language><subject>Computer Science - Robotics ; Mathematics - Optimization and Control</subject><creationdate>2021-09</creationdate><rights>http://arxiv.org/licenses/nonexclusive-distrib/1.0</rights><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>228,230,776,881</link.rule.ids><linktorsrc>$$Uhttps://arxiv.org/abs/2109.06372$$EView_record_in_Cornell_University$$FView_record_in_$$GCornell_University$$Hfree_for_read</linktorsrc><backlink>$$Uhttps://doi.org/10.48550/arXiv.2109.06372$$DView paper in arXiv$$Hfree_for_read</backlink></links><search><creatorcontrib>Amano, Yasushi</creatorcontrib><creatorcontrib>Jimbo, Tomohiko</creatorcontrib><creatorcontrib>Fujimoto, Kenji</creatorcontrib><title>Tracking Control foe Multi-Agent Systems Using Broadcast Signals Based on Positive Realness</title><description>Broadcast control is one of decentralized control methods for networked
multi-agent systems. In this method, each agent does not communicate with the
others, and autonomously determines its own action using only the same signal
sent from a central controller. Therefore, it is effective for systems with
numerous agents or no-communication between agents. However, it is difficult to
manage the stochastic action process of agents considering engineering
applications. This paper proposes a decentralized control such that agents
autonomously select the deterministic actions. Firstly, a non-linear controller
with a binary output of each agent including 0 is introduced in order to
express stop actions autonomously when the target is achieved. The asymptotic
stability to the target is proved. Secondly, the controller can adjust the
tendency of actions in order to make it easier to manage the actions. Thirdly,
the controller is extended to that with a continuous output in order to reduce
the tracking error to the target and the output vibration. Finally, the
effectiveness of the proposed control is verified by numerical experiments.</description><subject>Computer Science - Robotics</subject><subject>Mathematics - Optimization and Control</subject><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>GOX</sourceid><recordid>eNotj8tOwzAURL1hgQofwAr_QILtxE68bCNeUhEIwopFdOPcRBapjWxT0b8nLaxGGo2O5hByxVle1lKyGwg_dp8LznTOVFGJc_LRBjCf1k208S4FP9PRI336npPN1hO6RN8OMeEu0vd4XG2Ch8FAXHo7OZgj3UDEgXpHX3y0ye6RviLMDmO8IGfjssDL_1yR9u62bR6y7fP9Y7PeZqAqkSkmeq60rJCr2uhKCzQCkHEz8JqNg2GgylHIEctSi6LXyJf_fS-LasAFUKzI9R_2ZNd9BbuDcOiOlt3JsvgFzo5NAg</recordid><startdate>20210913</startdate><enddate>20210913</enddate><creator>Amano, Yasushi</creator><creator>Jimbo, Tomohiko</creator><creator>Fujimoto, Kenji</creator><scope>AKY</scope><scope>AKZ</scope><scope>GOX</scope></search><sort><creationdate>20210913</creationdate><title>Tracking Control foe Multi-Agent Systems Using Broadcast Signals Based on Positive Realness</title><author>Amano, Yasushi ; Jimbo, Tomohiko ; Fujimoto, Kenji</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a672-602b16957e168c9792ec2ae01cd180fdc0a64f25fe44923b9e1109bb537de6723</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Computer Science - Robotics</topic><topic>Mathematics - Optimization and Control</topic><toplevel>online_resources</toplevel><creatorcontrib>Amano, Yasushi</creatorcontrib><creatorcontrib>Jimbo, Tomohiko</creatorcontrib><creatorcontrib>Fujimoto, Kenji</creatorcontrib><collection>arXiv Computer Science</collection><collection>arXiv Mathematics</collection><collection>arXiv.org</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Amano, Yasushi</au><au>Jimbo, Tomohiko</au><au>Fujimoto, Kenji</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Tracking Control foe Multi-Agent Systems Using Broadcast Signals Based on Positive Realness</atitle><date>2021-09-13</date><risdate>2021</risdate><abstract>Broadcast control is one of decentralized control methods for networked
multi-agent systems. In this method, each agent does not communicate with the
others, and autonomously determines its own action using only the same signal
sent from a central controller. Therefore, it is effective for systems with
numerous agents or no-communication between agents. However, it is difficult to
manage the stochastic action process of agents considering engineering
applications. This paper proposes a decentralized control such that agents
autonomously select the deterministic actions. Firstly, a non-linear controller
with a binary output of each agent including 0 is introduced in order to
express stop actions autonomously when the target is achieved. The asymptotic
stability to the target is proved. Secondly, the controller can adjust the
tendency of actions in order to make it easier to manage the actions. Thirdly,
the controller is extended to that with a continuous output in order to reduce
the tracking error to the target and the output vibration. Finally, the
effectiveness of the proposed control is verified by numerical experiments.</abstract><doi>10.48550/arxiv.2109.06372</doi><oa>free_for_read</oa></addata></record> |
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subjects | Computer Science - Robotics Mathematics - Optimization and Control |
title | Tracking Control foe Multi-Agent Systems Using Broadcast Signals Based on Positive Realness |
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