Study on Combined Forecasting of Stabilized Platform Motion Attitude

摘要：

Aiming at the time delay existing in measuring process of stabilized platform motion attitude, a novel combined forecasting method based on hierarchical structure theory is proposed. AR(p) model and metabolism GM(I,I) model are employed as single models, and hierarchical structure based weight determining method is used to ascertain the weights of each single model. To improve the forecasting precision, residual errors are compensated with GM(1,1) model. At the end of the paper, simulation analysis with observed data from stabilized platform experiment is carried out, and the simulation results show that the method is effective.

关键词： GM(1,1) AR(p) Stabilized Platform Combined Forecasting Hierarchical Structure

作者: Jianshan Lu Changming Wang Aijun Zhang Weiwei Hu

作者单位: School of Mechanical Engineering Nanjing University of Science and Technology Nanjing, China

会议类型: 国际会议

会议名称: 2012 International Conference on Computer Science and Electronic Engineering(2012 IEEE计算机科学与电子工程国际会议 ICCSEE 2012)

会议地点: 杭州

会议语种:英文

页码: 694-697

在线出版日期: 2012-03-23（万方平台首次上网日期，不代表论文的发表时间）