资源列表
Chaos-particle-algorithm
- 针对粒子群优化算法稳定性较差和易陷入局部极值的缺点，论文提出了一种新颖的混沌粒子群优化算法。-Particle swarm optimization for the poor stability and ease of getting into local extremum shortcomings, the paper proposes a novel chaotic particle swarm optimization algorithm.
improved-particle-bionics
- 针对标准粒子群算法收敛速度慢和易陷入局部最优的局限性，提出了一种基于仿生学改进的粒子群算法。-For standard PSO slow convergence and local optimum limitations proposed based on improved particle swarm optimization bionics.
a-MATLAB-library-for-robust
- 介绍一个稳健性分析工具箱。主要做稳健性主成分、主成分回归、分类。-Our toolbox currently contains implementations of robust methods for location and scale estimation, covariance estimation (FAST-MCD), regression (FAST-LTS, MCD-regression), principal component analysis (RAPCA, ROB
particle-filtering-tracking
- 基于粒子滤波和自适应模型的目标跟踪算法,可以有效提高粒子滤波的准确性和稳定性.-Adaptive model based on particle filtering and target tracking algorithm can effectively improve the accuracy and stability of the particle filter.
Particle-Filter-Review
- 以最优Bayesian滤波的求解为起点 ,综述了粒子滤波的发展历程、基本思想、算法的各个基本环节、基本的滤波算法及其收敛性以及算法的多种重要衍变形式 。-Solving an optimal Bayesian filtering as a starting point, an overview of the development process of particle filter, the basic idea of all the basic aspects o
Particle-Algorithm-Status-Trend
- 介绍了粒子滤波目前主要应用领域, 最后对粒子滤波的发展提出了展望。-Describes the particle filter is currently the main application areas, and finally the development of particle filter raised prospects.
Particle-filter-wireless
- 本文对粒子滤波算法的基本原理及其在无线通信中的应用进行综述,重点介绍其中的几种典型应用。-In this paper, the basic principles of particle filter algorithm and its application in wireless communications are reviewed, focusing on a few of the typical application.
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