論文
三次元地形情報およびGPSを用いたパーティクルフィルタによるマルチパスを考慮した自己位置推定
2011 年 29 巻 8 号 p. 702-709
詳細
2011 年 29 巻 8 号 p. 702-709
This paper describes method to improve the accuracy of localization of mobile robot using GPS with particle filter. This method improves the accuracy of localization by removing multipath of GPS measurement data with 3D-Map. This approach analyzes area that cannot receive direct wave from GPS satellite with 3D-Map about each satellite. The particles in that area are assumed to be receiving GPS data including the multipath error. And particle's likelihood is calculated considering the multipath error. This method is useful for localization and navigation of mobile robot between buildings.
