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个人信息Personal Information
教授
博士生导师
硕士生导师
性别:男
毕业院校:东北大学
学位:博士
所在单位:控制科学与工程学院
学科:控制理论与控制工程. 运筹学与控制论
办公地点:创新园大厦A座722室
电子邮箱:cshao@dlut.edu.cn
基于AR模型时延预测的改进GPC网络控制算法
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发表时间:2012-01-01
发表刊物:控制与决策
期号:3
页面范围:477-480
ISSN号:1001-0920
摘要:In the network control system, uncertain factors such as network delays can usually deteriorate the control performance and stability of networked control systems. Therefore, a new network control algorithm is proposed. First, the auto regressive model for network time delays is established, and parameter self-tuning LMS algorithm is used for online prediction. Then improved generalized predicive control based on state-space model is adopted to compensate the time- delay. Finally, simulation results show that this method has a good effect on time delays compensation and has a good real-time because of the small amount of on-line calculation, at the same time, the method has good robustness according to interference and data loss.
备注:新增回溯数据