• Title/Summary/Keyword: Generalized pseudo filter

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GENERALIZED PSEUDO BE-ALGEBRAS

  • Aslam, Ayesha;Hussain, Fawad;Kim, Hee Sik
    • Honam Mathematical Journal
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    • v.43 no.2
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    • pp.325-342
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    • 2021
  • In this paper, we define a new algebraic structure known as a generalized pseudo BE-algebra which is a generalization of a pseudo BE-algebra. We construct some examples in order to show the existence of the generalized pseudo BE-algebra. Moreover, we characterize different classes of generalized pseudo BE-algebras by some results.

A Performance Comparison of Extended and Unscented Kalman Filters for INS/GPS Tightly Coupled Approach (INS/GPS 강결합 기법에 대한 EKF 와 UKF의 성능 비교)

  • Kim Kwang-Jin;Yu Myeong-Jong;Park Young-Bum;Park Chan-Gook
    • Journal of Institute of Control, Robotics and Systems
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    • v.12 no.8
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    • pp.780-788
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    • 2006
  • This paper deals with INS/GPS tightly coupled integration algorithms using extend Kalman filter (EKF) and unscented Kalman filter (UKF). In the tightly coupled approach, nonlinear pseudorange measurement models are used for the INS/GPS integration Kalman filter. Usually, an EKF is applied for this task, but it may diverge due to poor functional linearization of the nonlinear measurement. The UKF approximates a distribution about the mean using a set of calculated sigma points and achieves an accurate approximation to at least second-order. We introduce the generalized scaled unscented transformation which modifies the sigma points themselves rather than the nonlinear transformation. The generalized scaled method is used to transform the pseudo range measurement of the tightly coupled approach. To compare the performance of the EKF- and UKF-based tightly coupled approach, real van test and simulation have been carried out with feedforward and feedback indirect Kalman filter forms. The results show that the UKF and EKF have an identical performance in case of the feedback filter form, but the superiority of the UKF is demonstrated in case of the feedforward filer form.