Comparison of different grid based techniques for real-time map building

Karaman O., Temeltas H.

IEEE International Conference on Industrial Technology (ICIT), Hammamet, Tunus, 8 - 10 Aralık 2004, ss.863-868 identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Basıldığı Şehir: Hammamet
  • Basıldığı Ülke: Tunus
  • Sayfa Sayıları: ss.863-868
  • İstanbul Teknik Üniversitesi Adresli: Hayır

Özet

This article compares Dempster Shafer's evidence methods' and fuzzy union operators' accuracy and speed criteria for real-time map building process. For real-time applications, it's very important to choose the right operator which can give good results rapidly for different kind of environments. In this study, several fuzzy union techniques are used to integrate sonar measurements for the map representation. The advantage of the method over Dampster-Sheafer approach is discussed. Experimental studies are taken on Nomad 200 Robots simulation environment.