Variable γ H∞ filter for a maneuvering target tracking using acceleration estimate

被引:0
|
作者
Hashirao, Masataka [1 ]
Kawase, Tetsuya [1 ]
Sasase, Iwao [1 ]
机构
[1] Keio Univ, Yokohama, Japan
关键词
Mathematical models - Optimal control systems - Parameter estimation - Radar target recognition - Signal filtering and prediction;
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学科分类号
摘要
Kalman filter and its applications have been employed for tracking system. Non-maneuvering target can be accurately tracked by using a Kalman filter with a constant velocity model. However, a maneuvering target might be mis-tracked since prediction errors increase significantly. The H∞ filter is the robust filter and changes its characteristics depending on the parameter γ. In order to track accurately not only non-maneuvering but also highly maneuvering target, we propose a variable γ H∞ filter with an acceleration term when a maneuver is detected.
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页码:76 / 80
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