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"3차원 위치 평가"

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"3차원 위치 평가"

Article
Unscented Kalman Filter Based 3D Localization of Outdoor Mobile Robots
Woo Seok Lee, Min Ho Choi, Jong Hwan Lim
J. Korean Soc. Precis. Eng. 2020;37(5):331-338.
Published online May 1, 2020
DOI: https://doi.org/10.7736/JKSPE.019.066
This paper proposes a practical method, for evaluating 3-D positioning of outdoor mobile robots using the Unscented Kalman Filter (UKF). The UKF method does not require the linearization process unlike conventional EKF localization, so it can minimize effects of errors caused by linearization of non-linear models for position estimation. Also, this method does not require Jacobian calculations difficult to calculate in the actual implementation. The 3-D position of the robot is predicted using an encoder and tilt sensor, and the optimal position is estimated by fusing these predicted positions with the GPS and digital compass information. Experimental results revealed the proposed method is stable for localization of the 3D position regardless of initial error size, and observation period.

Citations

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  • Research on Parameter Compensation Method and Control Strategy of Mobile Robot Dynamics Model Based on Digital Twin
    Renjun Li, Xiaoyu Shang, Yang Wang, Chunbai Liu, Linsen Song, Yiwen Zhang, Lidong Gu, Xinming Zhang
    Sensors.2024; 24(24): 8101.     CrossRef
  • A Study on Improving the Sensitivity of High-Precision Real-Time Location Receive based on UWB Radar Communication for Precise Landing of a Drone Station
    Sung-Ho Hong, Jae-Youl Lee, Dong Ho Shin, Jehun Hahm, Kap-Ho Seo, Jin-Ho Suh
    Journal of the Korean Society for Precision Engineering.2022; 39(5): 323.     CrossRef
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