Outlier Detection in 3D Coordinate Transformation with Fuzzy Logic

Abstract

Coordinate measurements inevitably contain outliers that affect the results of transformation. Conventional methods based on theleasts squared method determine the outliers by minimizing the selected objective function. Fuzzy Logic can be used to analyze theoutliers. In this study, several outlier detection methods are described and applied to a real case consisting of a triangulation network.Results show that for outlier detection methods are not as efficient as Fuzzy provides a non-iterative solution in contrast to conventionalmethods.

Keywords

• Coordinate transformation
• outliers detection
• conventional methods
• fuzzy logic