2002•Harbin Gongcheng Daxue Xuebao/Journal of Harbin Engineering UniversityRequires access

Laser Target Tracking Based on Converted Measurement KF

Wenxiu Li

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Abstract

A new filter-converted measurement Kalman filter based on the traditional Kalman filter is proposed to solve the non-linear problem between measurement equation and state equation. It is also compared with the extended Kalman filter. It is concluded from the result of simulation that the converted measurement Kalman filter is better than extended Kalman filter.

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What this paper is about

A new filter-converted measurement Kalman filter based on the traditional Kalman filter is proposed to solve the non-linear problem between measurement equation and state equation. It is also compared with the extended Kalman filter. It is concluded from the result of simulation that the converted measurement Kalman filter is better than extended Kalman filter.

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Available abstract

A new filter-converted measurement Kalman filter based on the traditional Kalman filter is proposed to solve the non-linear problem between measurement equation and state equation. It is also compared with the extended Kalman filter. It is concluded from the result of simulation that the converted measurement Kalman filter is better than extended Kalman filter.

Key concepts: Kalman filter, Invariant extended Kalman filter, Fast Kalman filter, Alpha beta filter, Extended Kalman filter, Ensemble Kalman filter, Control theory (sociology), Tracking (education)

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