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Description: This is about the kalman pso
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Size: 1024 |
Author: venu |
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Description: 针对感应电机扩展卡尔曼滤波器转速估计中难以取得卡尔曼滤波器系统噪声矩阵和测量噪声矩阵最优值的问题，提出了一种基于改进粒子群算法优化的扩展卡尔曼滤波器转速估计方法。算法通过融合遗传算法和粒子群算法的优点，采用可调整的算法模型对粒子群算法进行改进，将改进的粒子群算法对扩展卡尔曼滤波器中的系统噪声矩阵和测量噪声矩阵进行优化处理，将优化后的卡尔曼滤波器应用于感应电机转速估计。-
Extended Kalman Filter for induction motor speed estimation problem is difficult to obtain a Kalman filter system noise matrix and the measurement noise matrix optimal value proposed speed estimation method based on improved particle swarm optimization of the extended Kalman filter. By virtue of the genetic algorithm and particle swarm optimization algorithm fusion algorithm using the adjustable model PSO improvements that will improve the PSO extended Kalman filter system noise matrix and the measurement noise matrix optimization process, the optimized Kalman filter is applied to the induction motor speed estimate.
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Size: 1201152 |
Author: 周 |
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Description: 用MATLAB实现的压缩传感，基于分段非线性权重值的Pso算法，感应双馈发电机系统的仿真，利用自然梯度算法，各种kalman滤波器的设计，一些自适应信号处理的算法。-Using MATLAB compressed sensing, Based on piecewise nonlinear weight value Pso algorithm, Simulation of doubly fed induction generator system, Use of natural gradient algorithm, Various kalman filter design, Some adaptive signal processing algorithms.
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Size: 6144 |
Author: qigbsr |
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Description: 基于分段非线性权重值的Pso算法，模拟数据分析处理的过程，matlab开发工具箱中的支持向量机，包含优化类的几个简单示例程序，各种kalman滤波器的设计。- Based on piecewise nonlinear weight value Pso algorithm, Analog data analysis processing, matlab development toolbox support vector machine, Optimization class contains several simple sample programs, Various kalman filter design.
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Size: 4096 |
Author: mdighpg |
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Description: 各种资源分配算法实现，基于分段非线性权重值的Pso算法，进行波形数据分析,具有丰富的参数选项,各种kalman滤波器的设计。- Various resource allocation algorithm, Based on piecewise nonlinear weight value Pso algorithm, Waveform data analysis, It has a wealth of parameter options, Various kalman filter design.
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Size: 15360 |
Author: yxikut |
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Description: 包含优化类的几个简单示例程序，各种kalman滤波器的设计，用于建立主成分分析模型，加入重复控制，FMCW调频连续波雷达的测距测角，基于分段非线性权重值的Pso算法。- Optimization class contains several simple sample programs, Various kalman filter design, Principal component analysis model for establishing, Join repetitive control, FMCW frequency modulated continuous wave radar range and angular measurements, Based on piecewise nonlinear weight value Pso algorithm.
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Size: 6144 |
Author: iivaiz |
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Description: A novel method based on a combination of the Extended Kalman Filter (EKF) with Particle Swarm Optimization (PSO) to estimate the speed and rotor flux of an induction motor driveis presented. The proposed method will be performed in two steps. As a first step, the covariance matrices of state noise and measurement noise will be optimized in an off-line manner by the PSO algorithm. As a second step, the optimal values of the above covariance matrices are injected in our speed-rotor flux estimation loop (on-line).Computer simulations of the speed and rotor-flux estimation have been performed in order to investigate the effectiveness of the proposed method. Simulations and comparison with genetic algorithms (GAs) show that the results are very encouraging and achieve good performances.
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Size: 665750 |
Author: pudn0507@yahoo.fr |
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Description: The code helps to estimate the State of Charge (SOC ) by optimizing the battery parameters using Genetic Algorithm, Particle Swarm Optimization, and Battle Royal Optimization
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Size: 6660524 |
Author: phdabhay |
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