Study of variable structure control based on SVM

Qiao Zhen Song, Xiu Yun Meng

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

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.

Original languageEnglish
Title of host publicationAdvances in Manufacturing Science and Engineering
Pages2787-2790
Number of pages4
DOIs
Publication statusPublished - 2013
Event4th International Conference on Manufacturing Science and Engineering, ICMSE 2013 - Dalian, China
Duration: 30 Mar 201331 Mar 2013

Publication series

NameAdvanced Materials Research
Volume712-715
ISSN (Print)1022-6680

Conference

Conference4th International Conference on Manufacturing Science and Engineering, ICMSE 2013
Country/TerritoryChina
CityDalian
Period30/03/1331/03/13

Keywords

  • Guidance bomb
  • Support vector machines
  • Variable structure control

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