资源列表
抛物方程紧差分格式
- 追赶法求解，可以直接调用，抛物方程紧差分(Chasing method can be called directly)
error_ellipse
- 误差椭圆，计算椭圆误差，画出对应的椭圆曲线，根据特征值特征向量计算得到的(Error ellipse, calculate ellipse error, draw corresponding ellipse curve, calculate according to eigenvalue eigenvector)
CAPON波束形成_Matlab程序
- capon算法属于DOA中线性预测类算法。通过此程序可以了解DOA的基本思想。(Capon algorithm belongs to the linear prediction class algorithm in DOA. Through this program, we can understand the basic ideas of DOA.)
ctm_matlab-master
- 几个交叉口的细胞传输模型仿真,可以用于交通流的观测，信号交叉口的控制等(cell transmission model)
PSOTrainBP
- BP神经网络容易陷于局部极小值，PSO算法在无约束非线性函数优化方面性能优越，通常可以直接找寻到全局最优解，即使不能搜多到全局最优解，也距离全局最优点不远。当然，基本PSO算法陷入局部极值也是有的。对于这个缺点目前还没有找到比较有效、省市的解决方案。本案例实现利用PSO算法和BP算法共同训练神经网络，先将网络进行PSO算法训练，然后BP算法接着进行小范围精细搜索，PSO算法训练神经网络的本质就是将输出误差函数（即能量函数）看成目标函数，PSO对能量函数进行全局寻找最小值。(BP neural n
差分进化算法以及粒子群优化算法Optimizers
- 差分进化算法求极值(Differential evolution algorithm for extremum)
GPS
- 惯性导航，电子罗盘，GPS定位程序~~~~~~~~~~~(Inertial navigation, electronic compass, GPS positioning program ~)
ParetoFronts
- about pareto fronts with matlab language
ICP minimal
- 最小函数实现ICP最邻近点迭代配准算法，实现速度要优于四元函数实现方式。(Iterative registration algorithm of ICP nearest neighbor points based on minimum function is faster than that based on quaternion function.)
2D_shallow_water
- with this program, you can simulate a 2D shallow water field in matlab just by executing the program.
Hidden-Markov-Models_4_1
- 语音识别HMM隐马尔可夫全过程的matlab程序，运行测试能出结果，希望对你们有用，实在没点数才把自己压箱底的东西拿出来,呜呜(HMM speech recognition, Hidden Markov whole process of matlab program, run the test to the result, I hope helpful for you, it is only then did their own pressure points things bottom out
02生成观测数据
- 使用扩展卡尔曼滤波对目标轨迹进行估计，计算速度加速度的均方根误差，有效反应估计经度(Using the extended Calman filter for target trajectory estimation,calculate the root mean square error of velocity and acceleration, and estimate the longitude of effective response .)