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 language | English |
|---|---|
| Title of host publication | Advances in Manufacturing Science and Engineering |
| Pages | 2787-2790 |
| Number of pages | 4 |
| DOIs | |
| Publication status | Published - 2013 |
| Event | 4th International Conference on Manufacturing Science and Engineering, ICMSE 2013 - Dalian, China Duration: 30 Mar 2013 → 31 Mar 2013 |
Publication series
| Name | Advanced Materials Research |
|---|---|
| Volume | 712-715 |
| ISSN (Print) | 1022-6680 |
Conference
| Conference | 4th International Conference on Manufacturing Science and Engineering, ICMSE 2013 |
|---|---|
| Country/Territory | China |
| City | Dalian |
| Period | 30/03/13 → 31/03/13 |
Keywords
- Guidance bomb
- Support vector machines
- Variable structure control
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Song, Q. Z., & Meng, X. Y. (2013). Study of variable structure control based on SVM. In Advances in Manufacturing Science and Engineering (pp. 2787-2790). (Advanced Materials Research; Vol. 712-715). https://doi.org/10.4028/www.scientific.net/AMR.712-715.2787