| 基于岭估计的粗差探测 |
| |
| 引用本文： | 李国重,归庆明,宫轶松,王银海.基于岭估计的粗差探测[J].测绘学院学报,2006(5). |
| |
| 作者姓名： | 李国重 归庆明 宫轶松 王银海 |
| |
| 作者单位： | 信息工程大学理学院 河南郑州450001(李国重，归庆明，宫轶松)，郑州财经技师学院 河南郑州450007(王银海) |
| |
| 基金项目： | “基础地理信息与数字化技术”山东省重点开放实验室课题(SD040202)，国家自然科学基金项目(40474007)，国家杰出青年科学基金项目(40125013) |
| |
| 摘 要： | 针对测量平差Gauss-M arkov模型中法矩阵的病态性和观测值的粗差同时存在问题,把岭估计和粗差探测两者的优点结合起来提出了基于岭估计的粗差探测方法。该方法把岭估计看成具有伪观测值的最小二乘估计,然后运用基于最小二乘估计的粗差探测技术探讨岭估计意义下的奇异点,并给出奇异点的检验统计量和判断方法。数值实验表明,新方法在克服病态性的同时能够有效地识别出可疑(可能含粗差)的观测值。
|
| 关 键 词： | 病态性 粗差 岭估计 奇异点 |
Outlier Detection Based on Ridge Estimation |
| |
| LI Guo-zhong,GUI Qing-ming,GONG Yi-song,WANG Yin-hai.Outlier Detection Based on Ridge Estimation[J].Journal of Institute of Surveying and Mapping,2006(5). |
| |
| Authors: | LI Guo-zhong GUI Qing-ming GONG Yi-song WANG Yin-hai |
| |
| Institution: | LI Guo-zhong~1,GUI Qing-ming~1,GONG Yi-song~1,WANG Yin-hai~2 |
| |
| Abstract: | In order to solve the problem of both ill-conditioning in the normal matrix and outlier existing simultaneously in Gauss-Markov model,a new method called outlier detection based on ridge estimation is proposed by combining the advantages of the ordinary ridge estimation and outlier detection.At first,the method regards the ordinary ridge estimation as least square(LS) estimation with pseudo-observations.Then the outlier and the corresponding statistic in the meaning of the ordinary ridge are discussed in detail by using the LS outlier detection technique.Numerical examples illustrate that the new method not only can overcome the ill-conditioning effectively,but also detect the outlier successfully. |
| |
| Keywords: | ill-conditioning gross error ordinary ridge estimation outlier |
| 本文献已被 CNKI 等数据库收录！ |
