杭州电子科技大学自动化学院 AI钱塘论坛(第8期)—— 王子栋教授学术报告会

发布者:王加莲发布时间:2024-07-14浏览次数:320

主题:RemoteState Estimation Under Compression-Decompression Mechanism

时间:20240715下午1530-1630

地点:2教南228会议室

主持人:陈云教授

报告人简介:

王子栋教授,现任英国伦敦Brunel University讲席教授,欧洲科学院院士,欧洲科学与艺术院院士,IEEE FellowInternational Journal of Systems Science主编,Neurocomputing主编。多年来从事控制理论、机器学习、生物信息学等方面研究,在SCI刊物上发表国际论文七百余篇。现任或曾任十二种国际刊物的主编、副编辑或编委。曾任旅英华人自动化及计算机协会主席、东华大学国家级领军人才、清华大学国家级专家

 


报告摘要:In this presentation, we talk about the remote state estimation for nonlinear systems under a compression-decompression mechanism (CDM). Considering the redundancy embedded in the measurements, compressive sensing is utilized for high-performance CDM and the combined impact of measurement noise and quantization errors on decompression errors is analyzed. A modified unscented Kalman filter is devised to minimize an upper bound of the estimation error covariance. Simulation experiments are conducted based on the IEEE 69 bus system. Finally, we conclude our main contributions and some future directions.


联系我们
地址:杭州市杭州经济开发区白杨街道2号大街1158号
电话:
邮箱:
Copyright © All Rights Reserved 中国・浙江・杭州 浙ICP备12028388号-2.浙公网安备34030002000595号