群体行为
计算机科学
群机器人
功能(生物学)
瞬态(计算机编程)
控制器(灌溉)
拓扑(电路)
控制工程
控制理论(社会学)
分布式计算
控制(管理)
工程类
人工智能
生物
操作系统
电气工程
进化生物学
农学
作者
Dengxiu Yu,C. L. Philip Chen
出处
期刊:IEEE Transactions on Industrial Informatics
[Institute of Electrical and Electronics Engineers]
日期:2020-02-03
卷期号:16 (11): 6962-6971
被引量:39
标识
DOI:10.1109/tii.2020.2971356
摘要
In this article, we propose a smooth transition in communication for swarm control with formation change. The communication topology in a swarm is automatically constructed by the relation-invariable persistent formation, which is a method of a self-organized system. Based on the communication topology, intelligent units in swarm systems can solve difficult tasks which would be hardly completed by a single intelligent unit. Intelligent units in the swarm are controlled to realize swarm behaviors, such as aggregation, dispersion, and switching formation when the swarm moves. The switching function in the traditional swarm control with formation change is step function and the transient switching may result in communication failure, transient velocity change, energy waste, and actuator damage. To overcome transient switching in traditional methods, we design smooth transition in communication. The proposed method guarantees the intelligent units could be connected in the communication, which can ensure the communication security of swarm system during the process of communication topology changing. Introduction of smooth switching function in swam control makes it difficult to design the controller. The swarm control with smooth transition in communication, which is based on sliding mode control, is designed and analyzed. Finally, a simulation is carried out to verify the effectiveness of the proposed approaches.
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