Particle_Filtering
Particle filter library
An implementation of particle filtering and smoothing techniques for estimating dynamic systems with nonlinear models and stochastic volatility.
Matlab Particle Filtering and Smoothing Example Code
42 stars
8 watching
33 forks
Language: MATLAB
last commit: over 2 years agoLinked from 1 awesome list
uhub/awesome-matlabRelated projects:
| Repository | Description | Stars |
|---|---|---|
 allopart/rbpf-gmapping | An implementation of a Rao-Blackwellized Particle Filter for use in Grid-Based FastSLAM algorithms in a probabilistic robotics context. | 103 |
 tuandn8/gm_phd_filter | An implementation of a Gaussian Mixture Probability Hypothesis Density filter for target tracking with position and velocity estimation | 49 |
 steven2358/kafbox | A Matlab toolbox for implementing kernel-based adaptive filtering algorithms. | 94 |
 sohl-dickstein/minimum-probability-flow-learning | This project provides Matlab implementations of Minimum Probability Flow learning for parameter estimation in probabilistic models. | 68 |
 mherb/kalman | A C++ library implementing common Kalman filter variants for state estimation in nonlinear systems | 1,334 |
 guillaume-chevalier/filtering-stft-and-laplace-transform | Demonstrates signal filtering and spectral analysis with Fourier transforms | 67 |
 nilswinter/matlab-bayesian-estimation | A Matlab toolbox for Bayesian estimation and model comparison using MCMC methods | 42 |
 matthewpeterkelly/particleswarmoptimization | An optimization algorithm implementation in Matlab. | 83 |
 philbooks/kalman-filter-for-beginners | A sample code implementation of the Kalman filter algorithm in MATLAB/Octave | 128 |
 chris-taylor/uselection | This project simulates the US presidential election using polling data and provides probabilistic forecasts of election outcomes. | 54 |
 mpope9/exor_filter | An Erlang Nif implementation of a probabilistic data structure used for fast set lookups and filtering | 31 |
 peterhinch/micropython-filters | Digital filter implementation in MicroPython for real-time and non-realtime applications | 65 |
 patois/xray | Tool for filtering and highlighting decompiler output based on regular expressions | 125 |
 bachlab/pspm | A software suite for model-based analysis of psychophysiological signals | 45 |
 openpiv/openpiv-matlab | Software for analyzing particle image velocimetry data | 45 |