H∞滤波在高机动目标跟踪中的应用研究
H∞ Filters Application Study in the High
本文研究了H∞滤波在高机动目标跟踪中的应用。通过对一阶高斯—马尔科夫和常加速度目标机动模型的仿真研究,证明H∞滤波在高机动跟踪中具有适应性强,跟踪精度高,滤波效果好的特点,具有很好的应用前景。另外,选择合适的目标机动模型对滤波精度有至关重要的影响。采用一阶高斯—马尔科夫目标机动模型目标加速度估值精度高,而常加速目标机动模型估值精度差。
his paper has main studied H∞ filter application problem in the high maneuvering target tracking. Utilize the characteristic that H∞ filter has very much robust for uncertainty of systems noise, by adopting Gauss-Markov process describing maneuvering acceleration of target, the conclusion of the paper will be gotten through the computer simulation compared filter precision and robust performance with constant acceleration model. The result of computer simulation showed that designing H∞ filter has a good adaptability to target tracking by using Gauss-Markov process model depicting maneuvering acceleration; it is high to tracking the precision and effect, and there will be very good application value in modern control and guide systems.
杨常伟
雷达电子技术应用航空航天技术
H∞滤波器 马尔科夫模型 机动 目标跟踪
H∞ filter Markov-model Maneuvering Target tracking
杨常伟.H∞滤波在高机动目标跟踪中的应用研究[EB/OL].(2005-06-03)[2025-08-18].http://www.paper.edu.cn/releasepaper/content/200506-11.点此复制
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