中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
Design of a Wheeled Inverted Pendulum as platform for Learning based Control

文献类型:会议论文

作者Liping Ouyang; Bianjing Du; Ansi Peng; Yongsheng Ou
出版日期2012
会议名称IEEE International Conference on Information and Automation 2012
会议地点中国
英文摘要Recently, a robust system as a platform to study multi learning based control methods was developed in our research. Learning based intelligent control is a challenging research topic. It is a kind of intelligent control approaches by learning a mapping between world states and actions from demonstrations. To carry out experiments, many platforms had been presented in past research. But most of them are either too complex or too expensive that researchers have to pay more attention on platforms rather than research. Thus, a low cost but robust and multi-purpose platform is quite helpful and valuable for such a research topic. Wheeled Inverted Pendulum(WIP), with clear model and dynamically stable static unstable characteristic, may be an ideal choice. This system uses two paralleled wheels to bear weight, keep balance and make movements at the same time. However, In this paper, we present an implementation of the design of a low cost, high quality WIP with special consideration for learning based controlling research with experiments illustrated.
收录类别EI
语种英语
源URL[http://ir.siat.ac.cn:8080/handle/172644/3891]  
专题深圳先进技术研究院_集成所
作者单位2012
推荐引用方式
GB/T 7714
Liping Ouyang,Bianjing Du,Ansi Peng,et al. Design of a Wheeled Inverted Pendulum as platform for Learning based Control[C]. 见:IEEE International Conference on Information and Automation 2012. 中国.

入库方式: OAI收割

来源:深圳先进技术研究院

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