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自适应跟踪与多特征融合的目标跟踪算法 被引量:2
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作者 王子超 崔荣成 +2 位作者 温蜜 张凯 何蔚 《计算机工程与设计》 北大核心 2021年第10期2844-2851,共8页
Staple算法采用固定权重与学习率的方式,导致其在物体模糊等场景下跟踪精度低。为此,提出一种自适应跟踪与多特征融合的目标跟踪算法(adp-Staple)。特征融合与跟踪过程中引入两种不同置信因子提升跟踪精度,特征提取过程引入主成分分析... Staple算法采用固定权重与学习率的方式,导致其在物体模糊等场景下跟踪精度低。为此,提出一种自适应跟踪与多特征融合的目标跟踪算法(adp-Staple)。特征融合与跟踪过程中引入两种不同置信因子提升跟踪精度,特征提取过程引入主成分分析降维技术提升跟踪速度。在OTB-50与OTB-100数据集上进行对比实验,其结果表明,adp-Staple算法较传统Staple算法有更好的跟踪效果,在运动模糊等场景中有更强的鲁棒性。 展开更多
关键词 目标跟踪 相关滤波 Staple算法 自适应跟踪策略 自适应多特征融合
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Robust Adaptive Path Following for Underactuated Surface Vessels with Uncertain Dynamics 被引量:3
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作者 Wei Meng Chen Guo Yang Liu 《Journal of Marine Science and Application》 2012年第2期244-250,共7页
A robust adaptive control strategy was developed to force an underactuated surface vessel to follow a reference path,despite the presence of uncertain parameters and unstructured uncertainties including exogenous dist... A robust adaptive control strategy was developed to force an underactuated surface vessel to follow a reference path,despite the presence of uncertain parameters and unstructured uncertainties including exogenous disturbances and measurement noise.The reference path can be a curve or a straight line.The proposed controller was designed by using Lyapunov’s direct method and sliding mode control and backstepping techniques.Because the sway axis of the vessel was not directly actuated,two sliding surfaces were introduced,the first one in terms of the surge motion tracking errors and the second one for the yaw motion tracking errors.The adaptive control law guaranteed the uniform ultimate boundedness of the tracking errors.Numerical simulation results were provided to validate the effectiveness of the proposed controller for path following of underactuated surface vessels. 展开更多
关键词 underactuated surface vessels path following uncertain parameters ROBUSTNESS adaptive control
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