Study of variable structure control based on SVM

Qiao Zhen Song, Xiu Yun Meng

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Set guided bomb as the study object, we study a new variable structure control (VSC) method based on support vector machines (SVM). The SVM is applied to identify the model of the control system using the principle of Support vector machines regression (SVMR). So, the input of the control system can be obtained from the training directly. The VSC then designed based on this. Simulation results of guidance bomb control system show the effectiveness and feasibility of the VSC based on SVM.

源语言英语
主期刊名Advances in Manufacturing Science and Engineering
2787-2790
页数4
DOI
出版状态已出版 - 2013
活动4th International Conference on Manufacturing Science and Engineering, ICMSE 2013 - Dalian, 中国
期限: 30 3月 201331 3月 2013

出版系列

姓名Advanced Materials Research
712-715
ISSN(印刷版)1022-6680

会议

会议4th International Conference on Manufacturing Science and Engineering, ICMSE 2013
国家/地区中国
Dalian
时期30/03/1331/03/13

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