車輪ロボット向けZUPT支援GNSS因子グラフと慣性航法の統合
ZUPT Aided GNSS Factor Graph with Inertial Navigation Integration for Wheeled Robots
車輪ロボットのGNSS測位にゼロ速度情報(ZUPT)を位置制約として因子グラフに組み込み、GNSS/INS統合因子グラフと比較評価した研究。
著者: Cagri Kilic, Shounak Das, Eduardo Gutierrez, Ryan Watson, Jason Gross
分類: cs.RO
原文アブストラクト
In this work, we demonstrate the importance of zero velocity information for global navigation satellite system (GNSS) based navigation. The effectiveness of using the zero velocity information with zero velocity update (ZUPT) for inertial navigation applications have been shown in the literature. Here we leverage this information and add it as a position constraint in a GNSS factor graph. We also compare its performance to a GNSS/inertial navigation system (INS) coupled factor graph. We tested our ZUPT aided factor graph method on three datasets and compared it with the GNSS-only factor graph.
関連論文
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- GNSS/INS統合における因子グラフ最適化の時代:FGOとEKFの比較GNSS/INS統合
