变分法的参数约束估计法

上海龙凤1314 shlfThe accuracy of parameter estimation is critical when digitally modeling a ship.A parameter estimation method with constraints was developed,based on the variational method.Performance functions and constraint equations in the variational method are constructed by analyzing inputand output equations of the system.The problem of parameter estimation was transformed into a problem of least squares estimation.The parameter estimation equation was analyzed in order to get an optimized estimation of parameters based on the Lagrange multiplication operator.Simulation results showed that this method is better than the traditional least squares estimation,producing a higher precision when identifying parameters.It has very important practical value in areas of application such as system identification and parameter estimation.

作 者： 施闻明 Wen-ming Shi   作者单位：   刊 名： 船舶与海洋工程学报（英文版）  英文刊名： JOURNAL OF MARINE SCIENCE AND APPLICATION  年，卷(期)： 2010 9(1)  分类号： U6  关键词： least squares estimation   parameter estimation   variational method   constraint  

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