Outlier detection in 3D coordinate transformation with fuzzy logic

ŞİŞMAN Y., Dilaver A., BEKTAŞ S.

Acta Montanistica Slovaca, cilt.17, sa.1, ss.1-8, 2012 (SCI-Expanded) identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 17 Sayı: 1
  • Basım Tarihi: 2012
  • Dergi Adı: Acta Montanistica Slovaca
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Sayfa Sayıları: ss.1-8
  • Anahtar Kelimeler: Conventional methods, Coordinate transformation, Fuzzy logic, Outliers detection
  • Ondokuz Mayıs Üniversitesi Adresli: Evet

Özet

Coordinate measurements inevitably contain outliers that affect the results of transformation. Conventional methods based on the leasts squared method determine the outliers by minimizing the selected objective function. Fuzzy Logic can be used to analyze the outliers. 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 conventional methods.