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ANN-in-maneuvering-target-tracking
在机动目标跟踪中,机动目标模型是机动目标跟踪的基本要素之一,一般希望机动目标模型能准确表征目标机动时的各种运动状态。比较常用的模型有匀速运动(CV)模型、匀加速运动(CA) 模型、时间相关模型(Singer)和机动目标“当前”统计模型。上述模型均采用机动频率表征目标的机动情况。在应用当中,通常采用固定的机动频率,这就表示机动目标的机动时间是一定的,而实际上机动目标的机动时间是不断变化的,也就是说机动频率是不断变化的,采用固定机动频率必然会带来误差。采样周期在0.5—2S时,机动频率越小跟踪精度越高[1],但机动频率仍然是固定值。本文提出的基于神经网络的机动频率自适应调整方法可以使机动频率随机动而变化,从而提高状态估计的准确性,提高跟踪精度。本文将小波神经网络用于机动目标跟踪中机动频率的自适应调整,该算法对机动目标“当前”统计模型中的机动频率进行实时修改, 从而自适应的改变机动频率,使跟踪算法与目标的真实状态更接近。该算法采用小波神经网络的离线训练,实时性好。(The maneuver of the maneuvering target is uncertain. The maneuvering frequency is constantly changeable, but traditionally it is beforehand determined as a constant based on the target state estimation in the state model of the maneuvering target. The maneuver of the maneuvering target makes the kinematics equation of the target model mismatch with the practical motion model and the tracking error will be increased. Based on the advantages of the self-learning, the rapid convergence rate and the nonlinear approximation ability of the wavelet neural network, it was put forward to be used in the field of target tracking in the paper. The new residual is used as the input of the wavelet neural network, the output of the network is used to adjust adaptively the maneuvering frequency of the CS model. The algorithm is more close to the real state of the target. The simulation results showed that tracking error can be reduced and the tracking accuracy can be improved.)
- 2009-12-19 07:11:54下载
- 积分:1
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BicAT_v2.22
Run Application
===============
Windows: Doubleclick the BicAT_v2.2.jar file
Linux: type ./run_linux to start the application.
Solaris: type ./run_solaris to start the application.
possible problems:
==================
Make sure the environment variables are properly set!
CLASSPATH (should be ok)
LD_LIBRARY_PATH = ./lib/linux
./lib/solaris
Sample Data Files
=================
dataSample_1.txt - use offsets (1,1) (data are already logarithmized)
dataSample_2.txt - use offsets (1,1)
(Run Application
===============
Windows: Doubleclick the BicAT_v2.2.jar file
Linux: type ./run_linux to start the application.
Solaris: type ./run_solaris to start the application.
possible problems:
==================
Make sure the environment variables are properly set!
CLASSPATH (should be ok)
LD_LIBRARY_PATH = ./lib/linux
./lib/solaris
Sample Data Files
=================
dataSample_1.txt- use offsets (1,1) (data are already logarithmized)
dataSample_2.txt- use offsets (1,1)
)
- 2009-07-10 11:15:24下载
- 积分:1
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HOG
this code is an feature extraction called histogram of gradian(HOG)
- 2013-04-22 15:00:36下载
- 积分:1
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泊松方程.tar
计算泊松方程的方程程序算法。计算物理的非常经典的算法之一。(An algorithm for calculating the Poisson equation. One of the very classic algorithms for computing physics)
- 2018-04-01 16:18:44下载
- 积分:1
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2-DFDTDTEcodewithPML
是基于matlab的二维fdtd计算电磁场理论的一段程序,考虑了pml边界条件,不需要密码(Is based on two-dimensional FDTD calculation matlab electromagnetic theory section of the procedure, consider the PML boundary conditions, does not require a password)
- 2008-05-05 15:05:22下载
- 积分:1
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dianguji
在MATLAB环境下实现参数估计的傻瓜式操作(Implementation in MATLAB environment parameter estimation operation of a fool)
- 2009-03-30 15:41:39下载
- 积分:1
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PCA_dim
基于PCA主成分分析的混沌时间序列嵌入维求解算法(Based on PCA principal component analysis of chaotic time series embedding dimension algorithm)
- 2013-10-17 19:57:46下载
- 积分:1
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genetic-althorithm
遗传算法实现优化函数,属于经典的遗传算法 (Genetic algorithm optimization function)
- 2013-11-19 15:32:56下载
- 积分:1
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FUZZY-PID-report
详细的模糊控制报告,附程序和工具箱仿真,绝对实用(Detailed report of fuzzy control, with procedures and simulation toolbox is absolutely practical)
- 2011-06-21 20:27:37下载
- 积分:1
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PD-control-based-differentiator
基于微分器的PD控制的源代码,需要的朋友看一看(Based differentiator PD control of the source code)
- 2014-11-05 10:51:58下载
- 积分:1