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The Control Toolbox - An Open-Source C++ Library for Robotics, Optimal and Model Predictive Control
Created
2019-04-25
1,871 commits to v3.0.2 branch, last one 3 years ago
State estimation, smoothing and parameter estimation using Kalman and particle filters.
controls
estimation
kalman-filter
control-systems
particle-filter
virtual-sensing
virtual-sensors
state-estimation
data-assimilation
dynamical-systems
bayesian-inference
monte-carlo-methods
parameter-estimation
system-identification
extended-kalman-filter
sequential-monte-carlo
prediction-error-method
unscented-kalman-filter
state-estimation-filters
state-estimation-algorithms
Created
2018-02-17
455 commits to master branch, last one 20 hours ago
State estimation and filtering algorithms in Go
Created
2018-11-04
91 commits to master branch, last one 4 months ago
This is an open source Kalman filter C++ library based on Eigen3 library for matrix operations. The library has generic template based classes for most of Kalman filter variants including: (1) Kalma...
Created
2022-11-03
57 commits to main branch, last one 4 months ago
Self-position estimation by eskf by measuring gnss and imu
Created
2022-08-30
79 commits to develop branch, last one 11 months ago
Neural-Kalman GNSS/INS Navigation for Precision Agriculture
Created
2022-07-23
32 commits to main branch, last one about a year ago
Kalman filter sanctuary - including continuous-discrete extended Kalman filter. Bring additional filters here for a bigger collection.
Created
2019-05-13
17 commits to master branch, last one 3 years ago
A novel architecture in which the Factor Graph Optimization (FGO) is hybrid with the Extended Kalman Filter (EKF) for tightly coupled GNSS/UWB integration with online Temporal calibration (FE-GUT).
Created
2024-02-24
14 commits to main branch, last one 8 months ago
3D-PointMass-EKF for State Estimation coupled with STM-UKF for Side Slip Angle Estimation
Created
2024-07-15
2 commits to main branch, last one 2 months ago